{"id":3389,"date":"2024-10-17T12:54:26","date_gmt":"2024-10-17T12:54:26","guid":{"rendered":"https:\/\/nepttp.avidakizomba.co.za\/?page_id=3389"},"modified":"2026-03-27T13:55:41","modified_gmt":"2026-03-27T11:55:41","slug":"our-research","status":"publish","type":"page","link":"https:\/\/www.escience.ac.za\/index.php\/our-research\/","title":{"rendered":"Our Research"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3389\" class=\"elementor elementor-3389\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3de753b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3de753b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-692b578\" data-id=\"692b578\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51dc3bc elementor-widget elementor-widget-slider_revolution\" data-id=\"51dc3bc\" data-element_type=\"widget\" data-widget_type=\"slider_revolution.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n\t\t<div class=\"wp-block-themepunch-revslider\">\n\t\t\t<!-- START Our Research REVOLUTION SLIDER 6.3.9 --><p class=\"rs-p-wp-fix\"><\/p>\n\t\t\t<rs-module-wrap id=\"rev_slider_5_1_wrapper\" data-source=\"gallery\" style=\"background:transparent;padding:0;margin:0px auto;margin-top:0;margin-bottom:0;\">\n\t\t\t\t<rs-module id=\"rev_slider_5_1\" style=\"\" data-version=\"6.3.9\">\n\t\t\t\t\t<rs-slides>\n\t\t\t\t\t\t<rs-slide data-key=\"rs-5\" data-title=\"Home\" data-anim=\"ei:d;eo:d;s:1000;r:0;t:fade;sl:0;\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" src=\"\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Slider-BG-Template-Research.jpg\" title=\"Slider BG Template Research\" width=\"1920\" height=\"296\" class=\"rev-slidebg\" data-no-retina>\n<!--\n\t\t\t\t\t\t\t--><a\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-5-layer-0\" \n\t\t\t\t\t\t\t\tclass=\"rs-layer rev-btn icon-right rev-btn\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.escience.ac.za\/index.php\/about-us\/\" target=\"_self\" 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rev-btn\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.escience.ac.za\/index.php\/contact\/\" target=\"_self\" rel=\"nofollow\"\n\t\t\t\t\t\t\t\tdata-type=\"button\"\n\t\t\t\t\t\t\t\tdata-xy=\"x:r;xo:348px,0,348px,30px;yo:207px,502px,502px,298px;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:14,18,18,12;l:65;fw:500;\"\n\t\t\t\t\t\t\t\tdata-dim=\"minh:0px,none,0px,none;\"\n\t\t\t\t\t\t\t\tdata-rsp_bd=\"off\"\n\t\t\t\t\t\t\t\tdata-padding=\"r:20,30,30,10;l:20,30,30,10;\"\n\t\t\t\t\t\t\t\tdata-border=\"bor:3px,3px,3px,3px;\"\n\t\t\t\t\t\t\t\tdata-frame_0=\"y:50,43,43,19;\"\n\t\t\t\t\t\t\t\tdata-frame_1=\"st:900;sp:1000;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;\"\n\t\t\t\t\t\t\t\tdata-frame_hover=\"bgc:#485d57;bor:3px,3px,3px,3px;sp:100;e:power1.inOut;bri:100%;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:13;background-color:#70984b;font-family:Roboto;\"\n\t\t\t\t\t\t\t>Contact Us \n\t\t\t\t\t\t\t<\/a><!--\n\n\t\t\t\t\t\t\t--><rs-layer\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-5-layer-4\" \n\t\t\t\t\t\t\t\tdata-type=\"shape\"\n\t\t\t\t\t\t\t\tdata-rsp_ch=\"on\"\n\t\t\t\t\t\t\t\tdata-xy=\"x:c;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:20,17,17,7;l:0,21,21,9;\"\n\t\t\t\t\t\t\t\tdata-dim=\"w:4000px,3500px,3500px,1640px;h:254px,222px,222px,700px;\"\n\t\t\t\t\t\t\t\tdata-border=\"bor:40px,40px,40px,40px;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:9;background:linear-gradient(rgba(2,2,2,0.7) 0%, rgba(66,66,66,0.7) 30%, rgba(215,215,215,0) 100%);\"\n\t\t\t\t\t\t\t> \n\t\t\t\t\t\t\t<\/rs-layer><!--\n\n\t\t\t\t\t\t\t--><a\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-5-layer-5\" \n\t\t\t\t\t\t\t\tclass=\"rs-layer\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.escience.ac.za\/\" target=\"_self\"\n\t\t\t\t\t\t\t\tdata-type=\"image\"\n\t\t\t\t\t\t\t\tdata-rsp_ch=\"on\"\n\t\t\t\t\t\t\t\tdata-xy=\"x:c;yo:20px,17px,17px,69px;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:20,17,17,7;l:0,21,21,9;\"\n\t\t\t\t\t\t\t\tdata-dim=\"w:314px,274px,274px,370px;h:155px,135px,135px,183px;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:14;\"\n\t\t\t\t\t\t\t><img decoding=\"async\" src=\"\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/escience-logo-16-July-2018-WHITE-Vectorise.png\" width=\"817\" height=\"404\" data-no-retina> \n\t\t\t\t\t\t\t<\/a><!--\n\n\t\t\t\t\t\t\t--><rs-layer\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-5-layer-6\" \n\t\t\t\t\t\t\t\tdata-type=\"shape\"\n\t\t\t\t\t\t\t\tdata-rsp_ch=\"on\"\n\t\t\t\t\t\t\t\tdata-xy=\"x:c;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:20,17,17,7;l:0,21,21,9;\"\n\t\t\t\t\t\t\t\tdata-dim=\"w:4000px,3500px,3500px,1640px;h:2400,2100,2100,984;\"\n\t\t\t\t\t\t\t\tdata-blendmode=\"multiply\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:8;background-color:rgba(255,255,255,0.5);\"\n\t\t\t\t\t\t\t> \n\t\t\t\t\t\t\t<\/rs-layer><!--\n\n\t\t\t\t\t\t\t--><a\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-5-layer-7\" \n\t\t\t\t\t\t\t\tclass=\"rs-layer rev-btn icon-right rev-btn\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.escience.ac.za\/index.php\/our-institutions\/\" target=\"_self\" rel=\"nofollow\"\n\t\t\t\t\t\t\t\tdata-type=\"button\"\n\t\t\t\t\t\t\t\tdata-xy=\"x:c;xo:46px,0,46px,35px;yo:207px,502px,502px,298px;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:14,18,18,12;l:65;fw:500;\"\n\t\t\t\t\t\t\t\tdata-dim=\"minh:0px,none,0px,none;\"\n\t\t\t\t\t\t\t\tdata-rsp_bd=\"off\"\n\t\t\t\t\t\t\t\tdata-padding=\"r:20,30,30,10;l:20,30,30,10;\"\n\t\t\t\t\t\t\t\tdata-border=\"bor:3px,3px,3px,3px;\"\n\t\t\t\t\t\t\t\tdata-frame_0=\"y:50,43,43,19;\"\n\t\t\t\t\t\t\t\tdata-frame_1=\"st:900;sp:1000;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;\"\n\t\t\t\t\t\t\t\tdata-frame_hover=\"bgc:#485d57;bor:3px,3px,3px,3px;sp:100;e:power1.inOut;bri:100%;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:10;background-color:#70984b;font-family:Roboto;\"\n\t\t\t\t\t\t\t>Our Institutions \n\t\t\t\t\t\t\t<\/a><!--\n\n\t\t\t\t\t\t\t--><a\n\t\t\t\t\t\t\t\tid=\"slider-5-slide-5-layer-8\" \n\t\t\t\t\t\t\t\tclass=\"rs-layer rev-btn icon-right rev-btn\"\n\t\t\t\t\t\t\t\thref=\"https:\/\/www.escience.ac.za\/\" target=\"_self\" rel=\"nofollow\"\n\t\t\t\t\t\t\t\tdata-type=\"button\"\n\t\t\t\t\t\t\t\tdata-xy=\"xo:360px,0,360px,30px;yo:207px,502px,502px,298px;\"\n\t\t\t\t\t\t\t\tdata-text=\"w:normal;s:14,18,18,12;l:65;fw:500;\"\n\t\t\t\t\t\t\t\tdata-dim=\"minh:0px,none,0px,none;\"\n\t\t\t\t\t\t\t\tdata-rsp_bd=\"off\"\n\t\t\t\t\t\t\t\tdata-padding=\"r:20,30,30,10;l:20,30,30,10;\"\n\t\t\t\t\t\t\t\tdata-border=\"bor:3px,3px,3px,3px;\"\n\t\t\t\t\t\t\t\tdata-frame_0=\"y:50,43,43,19;\"\n\t\t\t\t\t\t\t\tdata-frame_1=\"st:900;sp:1000;\"\n\t\t\t\t\t\t\t\tdata-frame_999=\"o:0;st:w;\"\n\t\t\t\t\t\t\t\tdata-frame_hover=\"bgc:#485d57;bor:3px,3px,3px,3px;sp:100;e:power1.inOut;bri:100%;\"\n\t\t\t\t\t\t\t\tstyle=\"z-index:11;background-color:#70984b;font-family:Roboto;\"\n\t\t\t\t\t\t\t>Home \n\t\t\t\t\t\t\t<\/a><!--\n-->\t\t\t\t\t\t<\/rs-slide>\n\t\t\t\t\t<\/rs-slides>\n\t\t\t\t\t<rs-static-layers><!--\n\t\t\t\t\t--><\/rs-static-layers>\n\t\t\t\t<\/rs-module>\n\t\t\t\t<script type=\"text\/javascript\">\n\t\t\t\t\tsetREVStartSize({c: 'rev_slider_5_1',rl:[1240,1024,1024,480],el:[300,600,600,740],gw:[1170,1024,1024,480],gh:[300,600,600,740],type:'standard',justify:'',layout:'fullwidth',mh:\"0\"});\n\t\t\t\t\tvar\trevapi5,\n\t\t\t\t\t\ttpj;\n\t\t\t\t\tfunction revinit_revslider51() {\n\t\t\t\t\tjQuery(function() {\n\t\t\t\t\t\ttpj = jQuery;\n\t\t\t\t\t\trevapi5 = tpj(\"#rev_slider_5_1\");\n\t\t\t\t\t\tif(revapi5==undefined || revapi5.revolution == 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\"loading\") {document.addEventListener('readystatechange',function() { if((document.readyState === \"interactive\" || document.readyState === \"complete\") && !once_revslider51 ) { once_revslider51 = true; revinit_revslider51();}});} else {once_revslider51 = true; revinit_revslider51();}\n\t\t\t\t<\/script>\n\t\t\t<\/rs-module-wrap>\n\t\t\t<!-- END REVOLUTION SLIDER -->\n<\/div>\r\n\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5f5e897 elementor-section-full_width elementor-section-stretched elementor-section-height-default elementor-section-height-default\" data-id=\"5f5e897\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0077c55\" data-id=\"0077c55\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-debb5be elementor-widget elementor-widget-heading\" data-id=\"debb5be\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Our Research<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8ffe18e elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8ffe18e\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e45e584\" data-id=\"e45e584\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0e70c8c elementor-widget elementor-widget-eael-adv-tabs\" data-id=\"0e70c8c\" data-element_type=\"widget\" data-widget_type=\"eael-adv-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div data-scroll-on-click=\"no\" data-scroll-speed=\"300\" id=\"eael-advance-tabs-0e70c8c\" class=\"eael-advance-tabs eael-tabs-vertical eael-tab-auto-active \" data-tabid=\"0e70c8c\">\n            <div class=\"eael-tabs-nav\">\n                <ul class=\"\" role=\"tablist\">\n                                            <li id=\"capstone-projects\" class=\"active-default eael-tab-item-trigger eael-tab-nav-item\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"capstone-projects-tab\" aria-expanded=\"false\">\n                            \n                            \n                            \n                                                            <span class=\"eael-tab-title title-after-icon\" >Capstone Projects<\/span>                                                    <\/li>\n                                            <li id=\"research-projects\" class=\"inactive eael-tab-item-trigger eael-tab-nav-item\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"research-projects-tab\" aria-expanded=\"false\">\n                            \n                            \n                            \n                                                            <span class=\"eael-tab-title title-after-icon\" >Research Projects<\/span>                                                    <\/li>\n                                            <li id=\"publications\" class=\" eael-tab-item-trigger eael-tab-nav-item\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"publications-tab\" aria-expanded=\"false\">\n                            \n                            \n                            \n                                                            <span class=\"eael-tab-title title-after-icon\" >Publications<\/span>                                                    <\/li>\n                                    <\/ul>\n            <\/div>\n            \n            <div class=\"eael-tabs-content\">\n\t\t        \n                    <div id=\"capstone-projects-tab\" class=\"clearfix eael-tab-content-item active-default\" data-title-link=\"capstone-projects-tab\">\n\t\t\t\t        <p><div class=\"pt-cv-wrapper\"><div class=\"pt-cv-view pt-cv-grid pt-cv-colsys\" id=\"pt-cv-view-7652a37pez\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"2\"><div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/strange-bedfellows-anc-da-parliamentary-discourse-in-the-gnu-a-corpus-assisted-discourse-analysis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/strange-bedfellows-anc-da-parliamentary-discourse-in-the-gnu-a-corpus-assisted-discourse-analysis\/\" class=\"_blank\" target=\"_blank\" >Strange bedfellows: ANC-DA Parliamentary discourse in the GNU &#8211; A Corpus-Assisted Discourse Analysis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Maxwell Milella, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr Rod Alence and Dr Retha Langa, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/strange-bedfellows-anc-da-parliamentary-discourse-in-the-gnu-a-corpus-assisted-discourse-analysis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/uncovering-hidden-tax-fraud-patterns-using-graph-attention-networks-supplemented-with-xgboost-and-kmeans-clustering\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/uncovering-hidden-tax-fraud-patterns-using-graph-attention-networks-supplemented-with-xgboost-and-kmeans-clustering\/\" class=\"_blank\" target=\"_blank\" >Uncovering hidden tax fraud patterns using graph attention networks supplemented with XGBoost and KMeans clustering<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Zolani Xulu, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr. Martins Arasomwan, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/uncovering-hidden-tax-fraud-patterns-using-graph-attention-networks-supplemented-with-xgboost-and-kmeans-clustering\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/from-ancestors-to-algorithms-traditional-healers-views-on-mental-illness-in-the-digital-age\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/from-ancestors-to-algorithms-traditional-healers-views-on-mental-illness-in-the-digital-age\/\" class=\"_blank\" target=\"_blank\" >From Ancestors to Algorithms: Traditional Healers Views on Mental Illness in the Digital Age<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Tshilidzi Rathogwa, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Tasneem Haseem, University of the Witwatersrand, Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/24\/from-ancestors-to-algorithms-traditional-healers-views-on-mental-illness-in-the-digital-age\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/a-comparative-analysis-of-the-impact-of-foreign-aid-on-development-in-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/a-comparative-analysis-of-the-impact-of-foreign-aid-on-development-in-africa\/\" class=\"_blank\" target=\"_blank\" >A Comparative Analysis of the Impact of Foreign Aid on Development in Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Rorisang Motlogelwa, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr Ekeminiabasi Eyita-Okon, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/a-comparative-analysis-of-the-impact-of-foreign-aid-on-development-in-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/security-and-development-in-practice-a-quantitative-analysis-of-the-nexus\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/security-and-development-in-practice-a-quantitative-analysis-of-the-nexus\/\" class=\"_blank\" target=\"_blank\" >Security and development in practice: a quantitative analysis of the Nexus<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Lemohang Mosoeunyane, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr C. Monjane, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/security-and-development-in-practice-a-quantitative-analysis-of-the-nexus\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/modelling-semantic-dementia-using-artificial-neural-networksl-cortical-degradation-and-prefrontal-modulation\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/modelling-semantic-dementia-using-artificial-neural-networksl-cortical-degradation-and-prefrontal-modulation\/\" class=\"_blank\" target=\"_blank\" >Modelling semantic dementia using artificial neural networksL cortical degradation and prefrontal modulation<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Abigail Behr, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr D. Jarvis, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/12\/18\/modelling-semantic-dementia-using-artificial-neural-networksl-cortical-degradation-and-prefrontal-modulation\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/07\/24\/using-discrete-emotions-and-review-discrepency-to-predict-the-helpfulness-of-mobile-app-reviews\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/07\/24\/using-discrete-emotions-and-review-discrepency-to-predict-the-helpfulness-of-mobile-app-reviews\/\" class=\"_blank\" target=\"_blank\" >Using discrete emotions and review discrepency to predict the helpfulness of mobile app reviews<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Mpho Modise, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr S. Verkijika, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/07\/24\/using-discrete-emotions-and-review-discrepency-to-predict-the-helpfulness-of-mobile-app-reviews\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/10\/safe-urban-futures-exploring-the-nexus-between-urban-safety-and-quality-of-life-in-south-african-cities\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/10\/safe-urban-futures-exploring-the-nexus-between-urban-safety-and-quality-of-life-in-south-african-cities\/\" class=\"_blank\" target=\"_blank\" >Safe urban futures: exploring the nexus between urban safety and quality of life in South African cities<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Lerato Tlale, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Helen Sarah Robertson, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/10\/safe-urban-futures-exploring-the-nexus-between-urban-safety-and-quality-of-life-in-south-african-cities\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/10\/temporal-dependency-modeling-in-financial-markets\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/10\/temporal-dependency-modeling-in-financial-markets\/\" class=\"_blank\" target=\"_blank\" >Temporal Dependency Modeling in Financial Markets<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Small Tshithavhana, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr. Walter Mudzimbabwe, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/10\/temporal-dependency-modeling-in-financial-markets\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/comparison-of-ensemble-nlearning-and-neural-network-models-for-default-risk-analysis-a-reproduction-study\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/comparison-of-ensemble-nlearning-and-neural-network-models-for-default-risk-analysis-a-reproduction-study\/\" class=\"_blank\" target=\"_blank\" >Comparison of ensemble nlearning and neural network models for default risk analysis: a reproduction study<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Tebogo Malatsi, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Assoc. Prof. YudhvirSeetharam, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/comparison-of-ensemble-nlearning-and-neural-network-models-for-default-risk-analysis-a-reproduction-study\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/email-monitoring-system-using-machine-learning\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/email-monitoring-system-using-machine-learning\/\" class=\"_blank\" target=\"_blank\" >Email monitoring system using machine learning<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Netshamutshedzi Ndivhuwo, University of Venda<br \/><strong>Supervisor<\/strong>: Dr Ibidun Obagbuwa, University of the Witwatersrand, Johannesburg This &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/email-monitoring-system-using-machine-learning\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/effective-evaluation-methods-of-statistical-and-machine-learning-survival-models\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/effective-evaluation-methods-of-statistical-and-machine-learning-survival-models\/\" class=\"_blank\" target=\"_blank\" >Effective evaluation methods of statistical and machine learning survival models<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Moris Madike, University of Limpopo<br \/><strong>Supervisor<\/strong>: Prof Justine Nasejje, University of the Witwatersrand, Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/effective-evaluation-methods-of-statistical-and-machine-learning-survival-models\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/harnessing-winds-potential-can-it-energize-tomorrow\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/harnessing-winds-potential-can-it-energize-tomorrow\/\" class=\"_blank\" target=\"_blank\" >Harnessing Wind&#8217;s Potential: Can It Energize Tomorrow?<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Fhulufhelo Mugware, University of Venda<br \/><strong>Supervisor<\/strong>: Prof C. Sigauke, University of the Witwatersrand, Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/harnessing-winds-potential-can-it-energize-tomorrow\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/ever-wondered-what-to-use-to-make-the-right-investment-decision\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/ever-wondered-what-to-use-to-make-the-right-investment-decision\/\" class=\"_blank\" target=\"_blank\" >Ever wondered what to use to make the right investment decision?<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Dimpho Mosaka, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr Martins Arasomwan, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/ever-wondered-what-to-use-to-make-the-right-investment-decision\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/customer-segmentation-using-the-self-organizing-map-and-its-variants\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/customer-segmentation-using-the-self-organizing-map-and-its-variants\/\" class=\"_blank\" target=\"_blank\" >Customer segmentation using the self-organizing map and its variants<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Mufunwa Nemushungwa, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr Martins Arasomwan, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/06\/09\/customer-segmentation-using-the-self-organizing-map-and-its-variants\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/automatic-pothole-detection\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/automatic-pothole-detection\/\" class=\"_blank\" target=\"_blank\" >Automatic pothole detection<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Vhahangwele Netshilonwe, Sol Plaatje University <br \/><strong>Supervisor<\/strong>: Dr. Michael Olusanya , Sol Plaatje University This &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/automatic-pothole-detection\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/classification-problems-within-particle-physics\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/classification-problems-within-particle-physics\/\" class=\"_blank\" target=\"_blank\" >Classification Problems Within Particle Physics<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Mafanedza Nephawe, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Prof Prince Ntimeni The Higgs boson, a &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/classification-problems-within-particle-physics\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/predicting-the-probability-of-customer-churn-using-deep-survival-models\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/predicting-the-probability-of-customer-churn-using-deep-survival-models\/\" class=\"_blank\" target=\"_blank\" >Predicting the probability of customer churn using deep survival models<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Mafanedza Nephawe, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr. M. Arasomwan &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/predicting-the-probability-of-customer-churn-using-deep-survival-models\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/19\/application-of-support-vector-regression-in-south-africanstock-price-prediction-with-feature-selection-using-principal-component-analysis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/19\/application-of-support-vector-regression-in-south-africanstock-price-prediction-with-feature-selection-using-principal-component-analysis\/\" class=\"_blank\" target=\"_blank\" >Application of Support Vector Regression in South AfricanStock Price Prediction with Feature Selection Using Principal Component Analysis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Dzhivhuho Asakundwi Praisethelord, University of Venda<br \/><strong>Supervisor<\/strong>: Dr. M. Arasomwan &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/19\/application-of-support-vector-regression-in-south-africanstock-price-prediction-with-feature-selection-using-principal-component-analysis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/19\/assessing-the-impact-of-climate-variability-on-wheat-yield-in-bloemfontein\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/19\/assessing-the-impact-of-climate-variability-on-wheat-yield-in-bloemfontein\/\" class=\"_blank\" target=\"_blank\" >Assessing the impact of climate variability on wheat yield in Bloemfontein<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Vincent Mohale, Sol Plaatjie University<br \/><strong>Supervisor<\/strong>: Dr Ibidun Obagbuwa Bloemfontein, a city, where wheat has &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/19\/assessing-the-impact-of-climate-variability-on-wheat-yield-in-bloemfontein\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/market-demand-forecasting-analyzing-amazon-sales-using-machine-learning\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/market-demand-forecasting-analyzing-amazon-sales-using-machine-learning\/\" class=\"_blank\" target=\"_blank\" >Market Demand Forecasting: Analyzing Amazon Sales using Machine learning<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Jaden Pieterse, Sol Plaatjie University<br \/><strong>Supervisor<\/strong>: Dr Martins Arosamwan, University of the Witwatersrand, Johannesburg The &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/market-demand-forecasting-analyzing-amazon-sales-using-machine-learning\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/comparative-study-of-ml-algorithms-in-credit-card-fraud-detection\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/comparative-study-of-ml-algorithms-in-credit-card-fraud-detection\/\" class=\"_blank\" target=\"_blank\" >Comparative study of ML algorithms in Credit Card Fraud Detection<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Joey J. Assabil<br \/><strong>Supervisor<\/strong>: Dr C. Obagbuwa Credit Card Fraud (CCF) hasbeen a worldwide conundrumresulting &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/comparative-study-of-ml-algorithms-in-credit-card-fraud-detection\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/a-new-frontier-pseudo-observations-role-in-survival-analysis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/a-new-frontier-pseudo-observations-role-in-survival-analysis\/\" class=\"_blank\" target=\"_blank\" >A New Frontier: Pseudo-Observation&#8217;s Role in Survival Analysis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Kgoale Tshiamo Mahlako<br \/><strong>Supervisor<\/strong>: Dr A Whata Survival analysis is a vital field in statistics, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/a-new-frontier-pseudo-observations-role-in-survival-analysis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/from-scarcity-to-solutions-innovative-evapotranspiration-modeling-in-arid-zones\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/from-scarcity-to-solutions-innovative-evapotranspiration-modeling-in-arid-zones\/\" class=\"_blank\" target=\"_blank\" >From Scarcity to Solutions: Innovative Evapotranspiration Modeling in Arid Zones<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Emelia Thembile Kammies<br \/><strong>Supervisor<\/strong>: Dr Lyson Chaka &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/from-scarcity-to-solutions-innovative-evapotranspiration-modeling-in-arid-zones\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/classification-machine-learning-models-for-datasets-from-various-disciplines\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/classification-machine-learning-models-for-datasets-from-various-disciplines\/\" class=\"_blank\" target=\"_blank\" >Classification Machine Learning Models for Datasets From Various Disciplines<\/a><\/h4><div class=\"pt-cv-content\">Data mining, a vital machine learning technique, extracts valuable information from raw data across diverse &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/classification-machine-learning-models-for-datasets-from-various-disciplines\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/stock-market-forecasting-based-on-political-news-and-sentimental-analysis-using-machine-learning-tools\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/stock-market-forecasting-based-on-political-news-and-sentimental-analysis-using-machine-learning-tools\/\" class=\"_blank\" target=\"_blank\" >Stock Market Forecasting Based on Political News and Sentimental Analysis Using Machine Learning Tools<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Kenneth Matsimbi, University of Limpopo<br \/><strong>Supervisors<\/strong>: Dr. Martins A. Arasomwan, University of the Witwatersrand, Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/stock-market-forecasting-based-on-political-news-and-sentimental-analysis-using-machine-learning-tools\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/beyond-the-blackouts-a-data-driven-solutions-for-south-africas-electricity-crisis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/beyond-the-blackouts-a-data-driven-solutions-for-south-africas-electricity-crisis\/\" class=\"_blank\" target=\"_blank\" >Beyond the blackouts: A data-driven solutions for South Africa&#8217;s electricity Crisis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Siphosihle Lebea, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Dr. Martins A. Arasomwan, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/15\/beyond-the-blackouts-a-data-driven-solutions-for-south-africas-electricity-crisis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/15\/the-own-race-bias-effect-in-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Inonge-Lupinda-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Inonge-Lupinda-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Inonge-Lupinda-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Inonge-Lupinda-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Inonge-Lupinda-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/15\/the-own-race-bias-effect-in-south-africa\/\" class=\"_blank\" target=\"_blank\" >The own-race bias effect in South Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Inonge Lupinda, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Dr Colin Tredoux, University of Cape Town &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/15\/the-own-race-bias-effect-in-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/14\/good-governance-is-the-driving-force-for-participation-amongst-igos-tgis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Octavia-Ndlovu-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Octavia-Ndlovu-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Octavia-Ndlovu-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Octavia-Ndlovu-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/07\/Octavia-Ndlovu-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/14\/good-governance-is-the-driving-force-for-participation-amongst-igos-tgis\/\" class=\"_blank\" target=\"_blank\" >Good Governance is the Driving Force for Participation Amongst IGO\u2019s &#038; TGI\u2019s<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Octavia Ndlovu, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Prof. Oliver Westerwinter, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/14\/good-governance-is-the-driving-force-for-participation-amongst-igos-tgis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/11\/evaluating-banking-customer-churn-deep-learning-model-deep-neural-network-in-terms-of-explainability\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Hlayisani-Khoza-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Hlayisani-Khoza-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Hlayisani-Khoza-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Hlayisani-Khoza-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Hlayisani-Khoza-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/11\/evaluating-banking-customer-churn-deep-learning-model-deep-neural-network-in-terms-of-explainability\/\" class=\"_blank\" target=\"_blank\" >Evaluating banking customer churn Deep Learning model (Deep Neural Network) in terms of explainability<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Hlayisani Khoza, University of Limpopo<br \/><strong>Supervisor: <\/strong>Dr Hairong Bau, University of the Witwatersrand, Johannesburg In &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/11\/evaluating-banking-customer-churn-deep-learning-model-deep-neural-network-in-terms-of-explainability\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/10\/international-commitments-and-domestic-enforcement-against-drugs\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Raquel-Baeta-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Raquel-Baeta-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Raquel-Baeta-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Raquel-Baeta-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Raquel-Baeta-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/10\/international-commitments-and-domestic-enforcement-against-drugs\/\" class=\"_blank\" target=\"_blank\" >International Commitments and domestic enforcement against drugs<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Raquel Baeta, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:\u00a0<\/strong>\u00a0Dr Oliver Westerwinter, University of the Witwatersrand, Johannesburg State &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/10\/international-commitments-and-domestic-enforcement-against-drugs\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/09\/climate-change-and-agricultural-production-in-developing-countries\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshepiso-Segone-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshepiso-Segone-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshepiso-Segone-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshepiso-Segone-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshepiso-Segone-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/09\/climate-change-and-agricultural-production-in-developing-countries\/\" class=\"_blank\" target=\"_blank\" >Climate Change and Agricultural Production in Developing Countries<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>\u00a0Tshepiso Segone, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:\u00a0<\/strong>\u00a0Prof. Rod Alence, University of the Witwatersrand, Johannesburg<br \/><br \/>Agricultural development &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/09\/climate-change-and-agricultural-production-in-developing-countries\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/08\/application-of-machine-learning-algorithms-for-rainfall-forecasting-in-kwazulu-natal-province-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Jerry-Ogunniyi-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Jerry-Ogunniyi-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Jerry-Ogunniyi-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Jerry-Ogunniyi-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Jerry-Ogunniyi-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/08\/application-of-machine-learning-algorithms-for-rainfall-forecasting-in-kwazulu-natal-province-south-africa\/\" class=\"_blank\" target=\"_blank\" >Application of Machine Learning Algorithms for Rainfall Forecasting in KwaZulu Natal Province, South Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>\u00a0Jeremiah Ogunniyi, Sol Plaatje University<br \/><strong>Supervisor:\u00a0<\/strong>\u00a0Dr Ibidun Obagbuwa , Sol Plaatje University This study applied three &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/08\/application-of-machine-learning-algorithms-for-rainfall-forecasting-in-kwazulu-natal-province-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/07\/assessing-financing-for-climate-change-mitigation-and-adaptation-for-developing-countries\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Puseletso-Maile-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Puseletso-Maile-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Puseletso-Maile-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Puseletso-Maile-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Puseletso-Maile-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/07\/assessing-financing-for-climate-change-mitigation-and-adaptation-for-developing-countries\/\" class=\"_blank\" target=\"_blank\" >Assessing Financing for Climate Change Mitigation and Adaptation for Developing Countries<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Puseletso Maile, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:\u00a0<\/strong>\u00a0Prof. Rod Alence, University of the Witwatersrand, Johannesburg In &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/07\/assessing-financing-for-climate-change-mitigation-and-adaptation-for-developing-countries\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/06\/prediction-of-breast-cancer-using-machine-learning-algorithms\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Sedzani-Ndou-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Sedzani-Ndou-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Sedzani-Ndou-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Sedzani-Ndou-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Sedzani-Ndou-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/06\/prediction-of-breast-cancer-using-machine-learning-algorithms\/\" class=\"_blank\" target=\"_blank\" >Prediction of breast cancer using machine learning algorithms<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>\u00a0Sedzani Ndou, University of Venda<br \/><strong>Supervisors:\u00a0\u00a0<\/strong>Prof. O. Olugbenga Breast cancer is a deadly disease mostly in &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/06\/prediction-of-breast-cancer-using-machine-learning-algorithms\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/05\/issuing-of-loans-is-associated-with-risks\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/05\/issuing-of-loans-is-associated-with-risks\/\" class=\"_blank\" target=\"_blank\" >Issuing of loans is associated with risks<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Merriam Thoka, University of Limpopo<br \/><strong>Supervisor: <\/strong>Dr Hairong Bau, University of the Witwatersrand, Johannesburg Tree-based &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/05\/issuing-of-loans-is-associated-with-risks\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/04\/regression-model-using-organic-solar-cells-materials\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Percival-Shimange-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Percival-Shimange-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Percival-Shimange-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Percival-Shimange-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Percival-Shimange-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/04\/regression-model-using-organic-solar-cells-materials\/\" class=\"_blank\" target=\"_blank\" >Regression Model Using Organic Solar Cells Materials<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong>\u00a0 Percival Shimange, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong>\u00a0Dr R Maluta, University of Venda Our environment\u2019s &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/04\/regression-model-using-organic-solar-cells-materials\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/03\/determinants-of-age-at-first-marriage-among-women-in-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Malahlane-Komane-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Malahlane-Komane-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Malahlane-Komane-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Malahlane-Komane-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Malahlane-Komane-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/03\/determinants-of-age-at-first-marriage-among-women-in-south-africa\/\" class=\"_blank\" target=\"_blank\" >Determinants of Age at First Marriage Among Women in South Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>Malahlane Komane, University of Limpopo<br \/><strong>Supervisor:\u00a0<\/strong>Dr Alphonce Bere, University of Venda The study uses a recursive &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/03\/determinants-of-age-at-first-marriage-among-women-in-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/02\/does-poverty-cause-terrorism\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Lulamile-Mtebeni-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Lulamile-Mtebeni-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Lulamile-Mtebeni-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Lulamile-Mtebeni-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Lulamile-Mtebeni-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/02\/does-poverty-cause-terrorism\/\" class=\"_blank\" target=\"_blank\" >Does poverty cause terrorism?<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Lulamile Mtebeni, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:\u00a0<\/strong>Prof. Rod Alence, University of the Witwatersrand, Johannesburg This &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/02\/does-poverty-cause-terrorism\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/01\/the-impact-of-road-transport-infrastructure-on-residential-real-estate-prices-in-the-city-of-johannesburg\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/01\/the-impact-of-road-transport-infrastructure-on-residential-real-estate-prices-in-the-city-of-johannesburg\/\" class=\"_blank\" target=\"_blank\" >The Impact of Road Transport Infrastructure on Residential Real Estate Prices in the City of Johannesburg<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Kola Ijasan, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Dr Babatunde Oluwayomi, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/07\/01\/the-impact-of-road-transport-infrastructure-on-residential-real-estate-prices-in-the-city-of-johannesburg\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/30\/does-entrepreneurial-support-influence-entrepreneurial-intentions-in-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshegofatso-Kgomo-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshegofatso-Kgomo-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshegofatso-Kgomo-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshegofatso-Kgomo-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshegofatso-Kgomo-1-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshegofatso-Kgomo-1.png 561w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/30\/does-entrepreneurial-support-influence-entrepreneurial-intentions-in-south-africa\/\" class=\"_blank\" target=\"_blank\" >Does Entrepreneurial support influence entrepreneurial intentions in South Africa?<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Tshegofatso Kgomo, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong>\u00a0Prof. Rod Alence, University of the Witwatersrand, Johannesburg High &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/30\/does-entrepreneurial-support-influence-entrepreneurial-intentions-in-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/29\/parallel-algorithm-for-genotype-data\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Taryn-Michael-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Taryn-Michael-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Taryn-Michael-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Taryn-Michael-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Taryn-Michael-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/29\/parallel-algorithm-for-genotype-data\/\" class=\"_blank\" target=\"_blank\" >Parallel Algorithm for Genotype Data<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>\u00a0Taryn Michael, Sol Plaatje University<br \/><strong>Supervisor:<\/strong>\u00a0 Prof. Scott Hazelhurst, University of the Witwatersrand, Johannesburg Genotype data &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/29\/parallel-algorithm-for-genotype-data\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/28\/shutting-it-down-the-relationship-between-regime-types-and-internet-shutdowns-during-elections\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Nerissa-Muthayan-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Nerissa-Muthayan-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Nerissa-Muthayan-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Nerissa-Muthayan-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Nerissa-Muthayan-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/28\/shutting-it-down-the-relationship-between-regime-types-and-internet-shutdowns-during-elections\/\" class=\"_blank\" target=\"_blank\" >Shutting it down: The Relationship between Regime Types and Internet Shutdowns during Elections<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>\u00a0Nerissa Muthayan, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:\u00a0<\/strong>\u00a0Prof. Rod Alence, University of the Witwatersrand, Johannesburg The &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/28\/shutting-it-down-the-relationship-between-regime-types-and-internet-shutdowns-during-elections\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/27\/an-investigation-into-the-design-of-bee-inspired-swarm-intelligence-ontology\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Mukhethwa-Mulangaphuma-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Mukhethwa-Mulangaphuma-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Mukhethwa-Mulangaphuma-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Mukhethwa-Mulangaphuma-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Mukhethwa-Mulangaphuma-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/27\/an-investigation-into-the-design-of-bee-inspired-swarm-intelligence-ontology\/\" class=\"_blank\" target=\"_blank\" >An Investigation into the Design of Bee-inspired Swarm Intelligence Ontology<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Mukhethwa Mulangaphuma, Sol Plaatje University<br \/><strong>Supervisor:\u00a0<\/strong>Dr Colin Chibaya, Sol Plaatje University Swarm robotics is an AI &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/27\/an-investigation-into-the-design-of-bee-inspired-swarm-intelligence-ontology\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/25\/automatic-karyotyping-using-image-semantic-segmentation-to-separate-overlapping-chromosomes\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Boineelo-Sekori-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Boineelo-Sekori-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Boineelo-Sekori-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Boineelo-Sekori-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Boineelo-Sekori-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/25\/automatic-karyotyping-using-image-semantic-segmentation-to-separate-overlapping-chromosomes\/\" class=\"_blank\" target=\"_blank\" >Automatic Karyotyping using Image Semantic Segmentation to Separate Overlapping Chromosomes<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Boineelo Sekori, Sol Plaatje University<br \/><strong>Supervisors:<\/strong>\u00a0 Dr Albert Whata, Sol Plaatje University This study aims to &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/25\/automatic-karyotyping-using-image-semantic-segmentation-to-separate-overlapping-chromosomes\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/24\/solving-electricity-crisis-in-sa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Kgothatso-Makubyane-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Kgothatso-Makubyane-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Kgothatso-Makubyane-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Kgothatso-Makubyane-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Kgothatso-Makubyane-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/24\/solving-electricity-crisis-in-sa\/\" class=\"_blank\" target=\"_blank\" >Solving electricity crisis in SA<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>\u00a0Kgothatso Makubyane, University of Limpopo<br \/><strong>Supervisor:\u00a0<\/strong>Dr Caston Sigauke, University of Venda According to Council for Scientific &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/24\/solving-electricity-crisis-in-sa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/22\/aspects-of-simulated-ant-agents-for-creating-an-ant-inspired-ontology\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Ntshuxeko-Shirindi-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Ntshuxeko-Shirindi-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Ntshuxeko-Shirindi-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Ntshuxeko-Shirindi-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Ntshuxeko-Shirindi-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/22\/aspects-of-simulated-ant-agents-for-creating-an-ant-inspired-ontology\/\" class=\"_blank\" target=\"_blank\" >Aspects of simulated ant agents for creating an ant-inspired ontology<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong>\u00a0Shirindi Ntshuxeko, Sol Plaatje University<br \/><strong>Supervisor:<\/strong>\u00a0Dr Colin Chibaya, Sol Plaatje University A formal knowledge domain has &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/22\/aspects-of-simulated-ant-agents-for-creating-an-ant-inspired-ontology\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/21\/determining-understanding-student-engagement-levels-on-online-educational-platforms\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Eli-Nimy-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Eli-Nimy-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Eli-Nimy-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Eli-Nimy-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Eli-Nimy-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/21\/determining-understanding-student-engagement-levels-on-online-educational-platforms\/\" class=\"_blank\" target=\"_blank\" >Determining &amp; Understanding Student Engagement Levels on Online Educational Platforms<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Eli Nimy, Sol Plaatje University<br \/><strong>Supervisor:\u00a0<\/strong>Dr Moeketsi Mosia, Sol Plaatje University In recent times, universities have &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/21\/determining-understanding-student-engagement-levels-on-online-educational-platforms\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/20\/battery-as-the-source-of-energy\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshimangadzo-Mbabala-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshimangadzo-Mbabala-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshimangadzo-Mbabala-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshimangadzo-Mbabala-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Tshimangadzo-Mbabala-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/20\/battery-as-the-source-of-energy\/\" class=\"_blank\" target=\"_blank\" >Battery as the source of energy<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Mbabala Tshimangadzo, University of Venda<br \/><strong>Supervisors:<\/strong>\u00a0Dr. N.E Maluta , Prof. R.R Maphanga Mr. R.S Dima, University &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/20\/battery-as-the-source-of-energy\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/19\/volatility-estimate-of-telkom-shares-under-garch-models\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Wandile-Nhlapho-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Wandile-Nhlapho-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Wandile-Nhlapho-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Wandile-Nhlapho-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Wandile-Nhlapho-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/19\/volatility-estimate-of-telkom-shares-under-garch-models\/\" class=\"_blank\" target=\"_blank\" >Volatility estimate of Telkom shares under GARCH models<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0\u00a0<\/strong>Wandile Nhlapho, University of Venda<br \/><strong>Supervisor:\u00a0<\/strong>Dr Jean-Claude Ndogmo, University of Venda The study compares the performance &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/19\/volatility-estimate-of-telkom-shares-under-garch-models\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/18\/elements-of-a-bird-inspired-swarm-intelligence-ontology-for-controlling-robotic-devices\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Vutshilo-Mawela-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Vutshilo-Mawela-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Vutshilo-Mawela-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Vutshilo-Mawela-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/Vutshilo-Mawela-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/18\/elements-of-a-bird-inspired-swarm-intelligence-ontology-for-controlling-robotic-devices\/\" class=\"_blank\" target=\"_blank\" >Elements of a bird inspired Swarm Intelligence Ontology for controlling robotic devices<\/a><\/h4><div class=\"pt-cv-content\">Researcher: Mawela Vhutshilo, Sol Plaatje University<br \/>Supervisor: Dr. Colin Chibaya, Sol Plaatje University It has taken &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/18\/elements-of-a-bird-inspired-swarm-intelligence-ontology-for-controlling-robotic-devices\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/17\/studies-in-supervised-machine-learning-for-stock-price-prediction\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Costa-Muthai-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Costa-Muthai-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Costa-Muthai-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Costa-Muthai-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Costa-Muthai-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/17\/studies-in-supervised-machine-learning-for-stock-price-prediction\/\" class=\"_blank\" target=\"_blank\" >Studies In Supervised Machine Learning for Stock Price Prediction<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Costa Muthai, University of Venda<br \/><strong>Supervisor:<\/strong> Dr Martins Aramsowna, University of Venda Internet and Web &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/17\/studies-in-supervised-machine-learning-for-stock-price-prediction\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/16\/investigation-of-building-blocks-of-fish-swarm-to-imitate-in-robotic-device\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Mukondeleli-Nengwani-1-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Mukondeleli-Nengwani-1-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Mukondeleli-Nengwani-1-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Mukondeleli-Nengwani-1-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Mukondeleli-Nengwani-1-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/16\/investigation-of-building-blocks-of-fish-swarm-to-imitate-in-robotic-device\/\" class=\"_blank\" target=\"_blank\" >Investigation of building blocks of fish swarm to Imitate in robotic device<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Mukondeleli Nengwani, Sol Plaatje University<br \/><strong>Supervisor:<\/strong> Dr Colin Chibaya, Sol Plaatje University Animals have a &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/16\/investigation-of-building-blocks-of-fish-swarm-to-imitate-in-robotic-device\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/15\/uncertainty-quantification-in-global-pgm-production-using-stochastic-and-machine-learning-forecasting-algorithms\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/15\/uncertainty-quantification-in-global-pgm-production-using-stochastic-and-machine-learning-forecasting-algorithms\/\" class=\"_blank\" target=\"_blank\" >Uncertainty Quantification in Global PGM Production using Stochastic and Machine Learning Forecasting Algorithms<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Kelly Langa, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof. G Nwaila, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/15\/uncertainty-quantification-in-global-pgm-production-using-stochastic-and-machine-learning-forecasting-algorithms\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/14\/why-does-data-on-election-violence-only-include-fatal-incidents\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Stuart-Morrison-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Stuart-Morrison-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Stuart-Morrison-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Stuart-Morrison-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Stuart-Morrison-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/14\/why-does-data-on-election-violence-only-include-fatal-incidents\/\" class=\"_blank\" target=\"_blank\" >Why does data on election violence only include fatal incidents?<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:\u00a0<\/strong> Stuart Morrison, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof, Rod Alence, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/14\/why-does-data-on-election-violence-only-include-fatal-incidents\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/13\/a-comparative-study-of-investor-sentiment-index-and-machine-learning-techniques-in-forecasting-asset-prices\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Sizo-Mosibi-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Sizo-Mosibi-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Sizo-Mosibi-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Sizo-Mosibi-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Sizo-Mosibi-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/13\/a-comparative-study-of-investor-sentiment-index-and-machine-learning-techniques-in-forecasting-asset-prices\/\" class=\"_blank\" target=\"_blank\" >A comparative study of Investor sentiment index and machine learning techniques in forecasting asset prices<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Sizo Mosibi, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof. Yudhvir Seetharam, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/13\/a-comparative-study-of-investor-sentiment-index-and-machine-learning-techniques-in-forecasting-asset-prices\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/12\/risk-reduction-in-mining-projects-using-kriging-and-gaussian-simulation\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Shalati-Baloyi-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Shalati-Baloyi-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Shalati-Baloyi-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Shalati-Baloyi-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Shalati-Baloyi-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/12\/risk-reduction-in-mining-projects-using-kriging-and-gaussian-simulation\/\" class=\"_blank\" target=\"_blank\" >Risk reduction in mining projects using Kriging and Gaussian Simulation<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Shalati Baloyi, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof. Glen\u00a0Nwaila, University of the Witwatersrand, Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/12\/risk-reduction-in-mining-projects-using-kriging-and-gaussian-simulation\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/11\/effect-of-sampling-on-accuracy-assessment-in-remote-sensing\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/11\/effect-of-sampling-on-accuracy-assessment-in-remote-sensing\/\" class=\"_blank\" target=\"_blank\" >Effect of sampling on accuracy assessment in remote sensing<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Tshepiso Rangongo, University of Pretoria<br \/><strong>Supervisor: <\/strong>Renate Thiede and Dr Inger Fabris-Rotelli, University of Pretoria &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/11\/effect-of-sampling-on-accuracy-assessment-in-remote-sensing\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/10\/do-you-have-an-influence-on-digital-transformation\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/10\/do-you-have-an-influence-on-digital-transformation\/\" class=\"_blank\" target=\"_blank\" >Do You Have An Influence On Digital Transformation?<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Beauty Gama, , University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Prof. Rod Alence Prof. Sumaya Laher, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/10\/do-you-have-an-influence-on-digital-transformation\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/09\/forecasting-monthly-rainfall-using-neural-networks-a-case-of-mbombela\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/09\/forecasting-monthly-rainfall-using-neural-networks-a-case-of-mbombela\/\" class=\"_blank\" target=\"_blank\" >Forecasting Monthly Rainfall using Neural Networks \u2013 A Case of Mbombela<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Naledi Mogane, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors:<\/strong> Dr Ritesh Ajoodha and Dr Ashwini Jadhav, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/09\/forecasting-monthly-rainfall-using-neural-networks-a-case-of-mbombela\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/08\/dont-be-caught-unprepared\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/08\/dont-be-caught-unprepared\/\" class=\"_blank\" target=\"_blank\" >Don\u2019t be caught unprepared!<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Kudzai Sibanda, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr Tapiwa Gundu, Sol Plaatje University In &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/08\/dont-be-caught-unprepared\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/07\/electronic-discharge-summary-completion-assessing-the-field-completion-rate-at-the-chris-hani-baragwanath-academic-hospital-as-a-surrogate-marker-of-end-user-acceptance\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/07\/electronic-discharge-summary-completion-assessing-the-field-completion-rate-at-the-chris-hani-baragwanath-academic-hospital-as-a-surrogate-marker-of-end-user-acceptance\/\" class=\"_blank\" target=\"_blank\" >Electronic Discharge summary completion: assessing the field completion rate at the Chris Hani Baragwanath Academic Hospital as a surrogate marker of end user acceptance<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Palesa Khoza, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>TBA This study reviewed 18128 discharge records &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/07\/electronic-discharge-summary-completion-assessing-the-field-completion-rate-at-the-chris-hani-baragwanath-academic-hospital-as-a-surrogate-marker-of-end-user-acceptance\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/06\/measuring-police-response-to-public-protest-in-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/06\/measuring-police-response-to-public-protest-in-south-africa\/\" class=\"_blank\" target=\"_blank\" >Measuring police response to public protest in South Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Emma Smith, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof. Rod Alence , University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/06\/measuring-police-response-to-public-protest-in-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/05\/demand-and-supply-variables-leads-to-the-worst-btc-return-predictions\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/05\/demand-and-supply-variables-leads-to-the-worst-btc-return-predictions\/\" class=\"_blank\" target=\"_blank\" >Demand and Supply Variables Leads to the Worst BTC Return Predictions<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Andre Kleynhans, University of Pretoria<br \/><strong>Supervisor: <\/strong>Prof. Ritesh Ajoodha, University of the Witwatersrand, Johannesburg Bitcoin &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/05\/demand-and-supply-variables-leads-to-the-worst-btc-return-predictions\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/04\/analysis-of-risk-factors-that-contribute-to-mortality-due-to-cancer-in-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/04\/analysis-of-risk-factors-that-contribute-to-mortality-due-to-cancer-in-south-africa\/\" class=\"_blank\" target=\"_blank\" >Analysis of risk factors that contribute to mortality due to cancer in South Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Moloko Legodi, University of Limpopo<br \/><strong>Supervisor: <\/strong>TBA A report by World Health Organization support that &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/04\/analysis-of-risk-factors-that-contribute-to-mortality-due-to-cancer-in-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/03\/classification-and-detection-of-plant-disease-using-convolutional-neural-networks\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/03\/classification-and-detection-of-plant-disease-using-convolutional-neural-networks\/\" class=\"_blank\" target=\"_blank\" >Classification and detection of plant disease using convolutional neural networks<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Tshegofatso Sekgobela, University of Limpopo<br \/><strong>Supervisor<\/strong>: TBA In earlier years, deep learning, a subset of &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/03\/classification-and-detection-of-plant-disease-using-convolutional-neural-networks\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/02\/support-vector-regression-is-the-best-method-in-predicting-volatility-of-ethereum-in-the-next-two-days\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/02\/support-vector-regression-is-the-best-method-in-predicting-volatility-of-ethereum-in-the-next-two-days\/\" class=\"_blank\" target=\"_blank\" >Support vector regression is the best method in predicting volatility of Ethereum in the next two days<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Rambevha Vhukhudo, University of Venda<br \/><strong>Supervisor<\/strong>: Dr Wilbert Chagwiza, University of the Witwatersrand, Johannesburg Volatility &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/02\/support-vector-regression-is-the-best-method-in-predicting-volatility-of-ethereum-in-the-next-two-days\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/01\/evidence-from-west-africa-that-education-aid-does-not-promote-educational-development\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/01\/evidence-from-west-africa-that-education-aid-does-not-promote-educational-development\/\" class=\"_blank\" target=\"_blank\" >Evidence from West Africa that Education Aid does not Promote Educational Development<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Nnaemeka Ohamadike, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Dr Ekeminiabasi Eyita-Okon, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/06\/01\/evidence-from-west-africa-that-education-aid-does-not-promote-educational-development\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/30\/detecting-potential-genes-that-contribute-towards-development-of-mental-health-disorder-schizophrenia\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/10\/UL-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/30\/detecting-potential-genes-that-contribute-towards-development-of-mental-health-disorder-schizophrenia\/\" class=\"_blank\" target=\"_blank\" >Detecting potential genes that contribute towards development of mental health disorder: Schizophrenia<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Mutobvu Ronewa, University of Limpopo<br \/><strong>Supervisor: <\/strong>TBA Mental health problems encompass our overall well-being.\u00a0 These &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/30\/detecting-potential-genes-that-contribute-towards-development-of-mental-health-disorder-schizophrenia\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/29\/my-health-information-my-privacy\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/29\/my-health-information-my-privacy\/\" class=\"_blank\" target=\"_blank\" >My Health Information, My Privacy<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Tshilisanani Mudau, University Venda<br \/><strong>Supervisor: <\/strong>Dr Michael Klipin and Prof. Hima Vadapalli, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/29\/my-health-information-my-privacy\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/28\/news-bias-and-fairness-in-emerging-markets\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/28\/news-bias-and-fairness-in-emerging-markets\/\" class=\"_blank\" target=\"_blank\" >News Bias and Fairness in Emerging Markets<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Gift Mahlatse Mphahlele, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>TBA This study aimed to investigate &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/28\/news-bias-and-fairness-in-emerging-markets\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/27\/corruptions-influence-on-the-production-of-renewable-energy-in-countries-between-2000-and-2018\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/27\/corruptions-influence-on-the-production-of-renewable-energy-in-countries-between-2000-and-2018\/\" class=\"_blank\" target=\"_blank\" >Corruptions influence on the production of renewable energy in countries between 2000 and 2018<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Christina Meletakos, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors: <\/strong>Prof. Rod Alence and Dr Ekeminiabasi Eyita-Okon, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/27\/corruptions-influence-on-the-production-of-renewable-energy-in-countries-between-2000-and-2018\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/26\/south-african-unemployment-rate-forecasting-a-machine-learning-bayesian-approach\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/26\/south-african-unemployment-rate-forecasting-a-machine-learning-bayesian-approach\/\" class=\"_blank\" target=\"_blank\" >South African Unemployment Rate Forecasting: A Machine Learning Bayesian Approach<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Nkosenhle Mdluli, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors:<\/strong> Rudzani Mulaudzi and Dr Ritesh Ajoodha, University &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/26\/south-african-unemployment-rate-forecasting-a-machine-learning-bayesian-approach\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/25\/stock-market-prediction-using-recurrent-neural-network-based-on-time-series-forecasting\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/25\/stock-market-prediction-using-recurrent-neural-network-based-on-time-series-forecasting\/\" class=\"_blank\" target=\"_blank\" >Stock Market Prediction Using Recurrent Neural Network Based on Time Series Forecasting<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Neo Matsobane, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Wilbert Chagwiza, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/25\/stock-market-prediction-using-recurrent-neural-network-based-on-time-series-forecasting\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/24\/international-arms-exports-rhetoric-vs-reality\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/24\/international-arms-exports-rhetoric-vs-reality\/\" class=\"_blank\" target=\"_blank\" >International arms exports: rhetoric vs reality<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Rosa Manoim, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Michelle Small, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/24\/international-arms-exports-rhetoric-vs-reality\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/23\/random-forest-model-for-stock-prediction-based-on-fundamental-analysis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/23\/random-forest-model-for-stock-prediction-based-on-fundamental-analysis\/\" class=\"_blank\" target=\"_blank\" >Random Forest Model for Stock Prediction Based on Fundamental Analysis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Rinae Tshivhidzo, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Wilbert Chagwiza, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/23\/random-forest-model-for-stock-prediction-based-on-fundamental-analysis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/22\/measuring-the-south-african-financial-cycle-using-wavelet-analysis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/22\/measuring-the-south-african-financial-cycle-using-wavelet-analysis\/\" class=\"_blank\" target=\"_blank\" >Measuring the South African Financial Cycle using Wavelet Analysis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> By Kabo Phage, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Prof. Gregory Farrell, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/22\/measuring-the-south-african-financial-cycle-using-wavelet-analysis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/21\/medicare-fraud-detection-using-extreme-g-radient-boosted-machines-xgboost\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/21\/medicare-fraud-detection-using-extreme-g-radient-boosted-machines-xgboost\/\" class=\"_blank\" target=\"_blank\" >Medicare fraud detection using extreme g radient boosted machines (XGBoost)<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Sheena Phillip, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Wilbert Chagwiza, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/21\/medicare-fraud-detection-using-extreme-g-radient-boosted-machines-xgboost\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/20\/forecasting-accuracy-comparison-of-various-machine-learning-and-statistical-models-on-stock-market-price-movements\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/20\/forecasting-accuracy-comparison-of-various-machine-learning-and-statistical-models-on-stock-market-price-movements\/\" class=\"_blank\" target=\"_blank\" >Forecasting Accuracy Comparison of Various Machine Learning and Statistical Models on Stock Market Price Movements<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Ruan Pretorius, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors:<\/strong> Prof. Terence van Zyl, University of Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/20\/forecasting-accuracy-comparison-of-various-machine-learning-and-statistical-models-on-stock-market-price-movements\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/19\/the-classification-and-clustering-of-bank-telemarketing-data-using-extreme-gradient-boost-and-k-prototype-techniques\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/19\/the-classification-and-clustering-of-bank-telemarketing-data-using-extreme-gradient-boost-and-k-prototype-techniques\/\" class=\"_blank\" target=\"_blank\" >The classification and clustering of bank telemarketing data using extreme gradient boost and k-prototype techniques<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Tselahale Serongwa, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Wilbert Chagwiza, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/19\/the-classification-and-clustering-of-bank-telemarketing-data-using-extreme-gradient-boost-and-k-prototype-techniques\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/18\/optimisation-of-hybrid-neural-network-techniques-used-for-stock-market-predictions\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/18\/optimisation-of-hybrid-neural-network-techniques-used-for-stock-market-predictions\/\" class=\"_blank\" target=\"_blank\" >Optimisation of hybrid neural network techniques used for stock market predictions<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Mohammad Rehman, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Dr Wilbert Chagwiza, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/18\/optimisation-of-hybrid-neural-network-techniques-used-for-stock-market-predictions\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/17\/rural-governance-and-financial-inclusion-does-rural-governance-matter-in-the-financial-inclusion-in-developing-countries\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/17\/rural-governance-and-financial-inclusion-does-rural-governance-matter-in-the-financial-inclusion-in-developing-countries\/\" class=\"_blank\" target=\"_blank\" >Rural Governance and Financial Inclusion: Does Rural Governance Matter in the Financial Inclusion in Developing Countries<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Takunda Pfigu, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Nyasha Mahonye, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/17\/rural-governance-and-financial-inclusion-does-rural-governance-matter-in-the-financial-inclusion-in-developing-countries\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/16\/prediction-of-lightning-in-south-africa-using-an-lstm-neural-network-model-using-historical-lightning-data\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/16\/prediction-of-lightning-in-south-africa-using-an-lstm-neural-network-model-using-historical-lightning-data\/\" class=\"_blank\" target=\"_blank\" >Prediction of Lightning in South Africa using an LSTM Neural Network Model using Historical Lightning Data<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Yaseen Essa , University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors:<\/strong> Dr Ritesh Ajoodah and Dr Hugh &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/16\/prediction-of-lightning-in-south-africa-using-an-lstm-neural-network-model-using-historical-lightning-data\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/15\/electoral-accountability-in-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/15\/electoral-accountability-in-south-africa\/\" class=\"_blank\" target=\"_blank\" >Electoral Accountability in South Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Leslie Dwolatzky, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof. Rod Alence, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/15\/electoral-accountability-in-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/14\/modelling-gold-production-using-sigmoid-models\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/14\/modelling-gold-production-using-sigmoid-models\/\" class=\"_blank\" target=\"_blank\" >Modelling Gold Production Using Sigmoid Models<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Ignitious Chauke, University of Venda<br \/><strong>Supervisor:<\/strong> Dr Caston Sigauke, University of Venda This study approximate &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/14\/modelling-gold-production-using-sigmoid-models\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/13\/investigation-of-supervised-learning-methods-to-classify-cell-types-from-single-cell-rna-sequencing-data\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/13\/investigation-of-supervised-learning-methods-to-classify-cell-types-from-single-cell-rna-sequencing-data\/\" class=\"_blank\" target=\"_blank\" >Investigation of supervised learning methods to classify cell types from single-cell RNA sequencing data<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Warren Freeborough, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors:<\/strong> Prof. Terence van Zyl, University of Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/13\/investigation-of-supervised-learning-methods-to-classify-cell-types-from-single-cell-rna-sequencing-data\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/12\/predicting-insurance-claims-fraud-using-random-forest\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/12\/predicting-insurance-claims-fraud-using-random-forest\/\" class=\"_blank\" target=\"_blank\" >Predicting Insurance Claims Fraud using Random Forest<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Khanya May, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Wilbert Chagwiza, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/12\/predicting-insurance-claims-fraud-using-random-forest\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/11\/credit-card-default-payment-prediction-using-random-forest\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/11\/credit-card-default-payment-prediction-using-random-forest\/\" class=\"_blank\" target=\"_blank\" >Credit Card Default Payment Prediction using Random Forest<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Thanganedzo Beverly Mashamba, University Venda<br \/><strong>Supervisor: <\/strong>Dr W Chagwiza, University of the Witwatersrand, Johannesburg Lending &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/11\/credit-card-default-payment-prediction-using-random-forest\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/10\/customer-churn-prediction-in-telecoms-industry-using-random-forest\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/10\/customer-churn-prediction-in-telecoms-industry-using-random-forest\/\" class=\"_blank\" target=\"_blank\" >Customer churn prediction in telecoms industry using random forest<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Fortune Mhlanga, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Wilbert Chagwiza, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/10\/customer-churn-prediction-in-telecoms-industry-using-random-forest\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/09\/event-classification-for-gamma-hadron-separation-for-h-e-s-s\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/09\/event-classification-for-gamma-hadron-separation-for-h-e-s-s\/\" class=\"_blank\" target=\"_blank\" >Event classification for gamma-hadron separation for H.E.S.S<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Wandile Lesejane, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof Nukri Komin, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/09\/event-classification-for-gamma-hadron-separation-for-h-e-s-s\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/08\/attention-based-lstm-algorithm-with-arima-on-wavelet-denoised-bitcoin-prices\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/08\/attention-based-lstm-algorithm-with-arima-on-wavelet-denoised-bitcoin-prices\/\" class=\"_blank\" target=\"_blank\" >Attention-based LSTM algorithm with ARIMA on wavelet denoised Bitcoin prices<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Ndamulelo Innocent Nelwamondo, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Farai Mlambo, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/08\/attention-based-lstm-algorithm-with-arima-on-wavelet-denoised-bitcoin-prices\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/06\/surveying-informal-settlements-in-the-gauteng-province-using-machine-learning\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/06\/surveying-informal-settlements-in-the-gauteng-province-using-machine-learning\/\" class=\"_blank\" target=\"_blank\" >Surveying informal settlements in the Gauteng province using Machine Learning<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Ronewa Nemalili, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Professor Bruce Mellado, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/06\/surveying-informal-settlements-in-the-gauteng-province-using-machine-learning\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/05\/the-relationship-between-climate-change-and-human-fertility\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/05\/the-relationship-between-climate-change-and-human-fertility\/\" class=\"_blank\" target=\"_blank\" >The Relationship Between Climate Change and Human Fertility<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Ayrton Altorio, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Prof. Nicole de Wet-Billings, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/05\/the-relationship-between-climate-change-and-human-fertility\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/04\/the-prevalence-and-probability-of-hypertension-among-youth-15-34-years-old-in-south-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/04\/the-prevalence-and-probability-of-hypertension-among-youth-15-34-years-old-in-south-africa\/\" class=\"_blank\" target=\"_blank\" >The prevalence and probability of hypertension among youth 15-34 years old, in South Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Lucas Banda, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Prof. Nicole de Wet-Billings, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/04\/the-prevalence-and-probability-of-hypertension-among-youth-15-34-years-old-in-south-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/03\/how-adequate-is-access-to-ante-natal-care-for-south-african-women-in-public-hospitals\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/03\/how-adequate-is-access-to-ante-natal-care-for-south-african-women-in-public-hospitals\/\" class=\"_blank\" target=\"_blank\" >How adequate is access to Ante-Natal Care for South African women in public hospitals<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Babalwa N.C. Dingiswayo, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors: <\/strong>Mr Michael Jana and Prof. Rod &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/03\/how-adequate-is-access-to-ante-natal-care-for-south-african-women-in-public-hospitals\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/02\/describing-the-magnitude-spectrum-with-symbolic-notation-in-musical-chords\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/UP-logo-resized.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/02\/describing-the-magnitude-spectrum-with-symbolic-notation-in-musical-chords\/\" class=\"_blank\" target=\"_blank\" >Describing the magnitude spectrum with symbolic notation in musical chords<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Ruan Jean du Randt, University of Pretoria<br \/><strong>Supervisor:<\/strong> Dr. Ritesh Ajoodha, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/02\/describing-the-magnitude-spectrum-with-symbolic-notation-in-musical-chords\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/01\/reviews-ratings-do-they-match\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/SP-logo-resize-2-100x100.png 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/01\/reviews-ratings-do-they-match\/\" class=\"_blank\" target=\"_blank\" >Reviews &amp; Ratings: Do they match?<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Olatomiwa Akinlaja, Sol Plaatje University<br \/><strong>Supervisor:<\/strong> Dr M.S Mosia, Sol Plaatje University Reviews and ratings &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/05\/01\/reviews-ratings-do-they-match\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/10\/they-steal-our-jobs-an-analysis-of-group-threat-theory-toward-immigrants-a-case-study-of-south-africa-and-the-european-refugee-crisis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/10\/they-steal-our-jobs-an-analysis-of-group-threat-theory-toward-immigrants-a-case-study-of-south-africa-and-the-european-refugee-crisis\/\" class=\"_blank\" target=\"_blank\" >\u201cThey Steal Our Jobs\u201d: An analysis of Group Threat Theory toward immigrants. A case study of South Africa and the European Refugee Crisis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Yasmin Sizwe, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Professor Rod Alence, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/10\/they-steal-our-jobs-an-analysis-of-group-threat-theory-toward-immigrants-a-case-study-of-south-africa-and-the-european-refugee-crisis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/09\/bank-credit-card-default-prediction-using-machine-learning-techniques\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/09\/bank-credit-card-default-prediction-using-machine-learning-techniques\/\" class=\"_blank\" target=\"_blank\" >Bank Credit Card Default Prediction Using Machine Learning Techniques<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Nompumelelo Sibiya, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Mr Rendani Mbuvha, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/09\/bank-credit-card-default-prediction-using-machine-learning-techniques\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/08\/using-text-mining-on-reviews-of-accommodation-establishments-on-tripadvisor-to-draw-insights-on-perceived-south-african-weather\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/08\/using-text-mining-on-reviews-of-accommodation-establishments-on-tripadvisor-to-draw-insights-on-perceived-south-african-weather\/\" class=\"_blank\" target=\"_blank\" >Using text mining on reviews of Accommodation establishments on TripAdvisor to draw insights on perceived South African weather<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Subhashini Pillay, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Dr Jennifer Fitchett, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/08\/using-text-mining-on-reviews-of-accommodation-establishments-on-tripadvisor-to-draw-insights-on-perceived-south-african-weather\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/07\/survival-analysis-modelling-time-to-event-data-with-time-varying-features-using-survival-trees-and-forests\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/07\/survival-analysis-modelling-time-to-event-data-with-time-varying-features-using-survival-trees-and-forests\/\" class=\"_blank\" target=\"_blank\" >Survival Analysis: Modelling Time to Event Data with Time Varying Features using Survival Trees and Forests<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Andisani Nemavhola, University of Venda<br \/><strong>Supervisors<\/strong>: Dr Justine Nasejje, University of the Witwatersrand, Johannesburg This &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/07\/survival-analysis-modelling-time-to-event-data-with-time-varying-features-using-survival-trees-and-forests\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/06\/deep-learning-its-application-to-searches-beyond-the-standard-model-with-the-atlas-detector-at-the-large-hadron-collider\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/06\/deep-learning-its-application-to-searches-beyond-the-standard-model-with-the-atlas-detector-at-the-large-hadron-collider\/\" class=\"_blank\" target=\"_blank\" >Deep Learning &amp; Its Application To Searches Beyond The Standard Model With The ATLAS Detector At The Large Hadron Collider<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Asiphe Mzaza, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Prof. Bruce Mellado, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/06\/deep-learning-its-application-to-searches-beyond-the-standard-model-with-the-atlas-detector-at-the-large-hadron-collider\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/05\/market-fraction-hypothesis-application-to-the-south-african-financial-market\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/05\/market-fraction-hypothesis-application-to-the-south-african-financial-market\/\" class=\"_blank\" target=\"_blank\" >Market Fraction Hypothesis: Application to the South African Financial Market<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researchers:<\/strong> Patrick Mthisi, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor: <\/strong>Dr Yudhvir Seetharam, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/05\/market-fraction-hypothesis-application-to-the-south-african-financial-market\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/04\/understanding-the-jet-activities-in-association-with-the-dileptons-using-machine-learning-techniques-with-the-use-of-the-atlas-detector-at-lhc\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/04\/understanding-the-jet-activities-in-association-with-the-dileptons-using-machine-learning-techniques-with-the-use-of-the-atlas-detector-at-lhc\/\" class=\"_blank\" target=\"_blank\" >Understanding The Jet Activities In Association With The Dileptons Using Machine Learning Techniques With The Use Of The ATLAS Detector At LHC<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Mashaka Molepo, University of Venda<br \/><strong>Supervisor:<\/strong> Professor Bruce Mellado, University of the Witwatersrand, Johannesburg The &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/04\/understanding-the-jet-activities-in-association-with-the-dileptons-using-machine-learning-techniques-with-the-use-of-the-atlas-detector-at-lhc\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/03\/comparative-analysis-of-logistic-regression-over-homomorphically-encrypted-data-and-decrypted-data\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/03\/comparative-analysis-of-logistic-regression-over-homomorphically-encrypted-data-and-decrypted-data\/\" class=\"_blank\" target=\"_blank\" >Comparative Analysis of Logistic Regression over Homomorphically Encrypted Data and Decrypted Data<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Linhle Mbombo, University of Venda<br \/><strong>Supervisor:<\/strong> Professor Augustine Munagi and Professor Turgay \u00c7elik, University of &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/03\/comparative-analysis-of-logistic-regression-over-homomorphically-encrypted-data-and-decrypted-data\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/02\/the-development-of-extreme-learning-machine-with-di-lepton-data-from-the-atlas-detector-at-the-lhc\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/02\/the-development-of-extreme-learning-machine-with-di-lepton-data-from-the-atlas-detector-at-the-lhc\/\" class=\"_blank\" target=\"_blank\" >The development of Extreme Learning Machine with di-lepton data from the ATLAS detector at the LHC<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Makgoka Nkoana, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Farai Mlambo, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/02\/the-development-of-extreme-learning-machine-with-di-lepton-data-from-the-atlas-detector-at-the-lhc\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/01\/credit-card-fraud-detection-using-machine-learning\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/01\/credit-card-fraud-detection-using-machine-learning\/\" class=\"_blank\" target=\"_blank\" >Credit Card Fraud Detection using Machine Learning<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Seleme Shoky, University of Venda<br \/><strong>Supervisor:<\/strong> Dr Farai Mlambo, University of the Witwatersrand, Johannesburg Each &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/04\/01\/credit-card-fraud-detection-using-machine-learning\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/10\/wind-speed-forecasting-using-long-short-term-memory-lstm-networks\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/10\/wind-speed-forecasting-using-long-short-term-memory-lstm-networks\/\" class=\"_blank\" target=\"_blank\" >Wind Speed Forecasting Using Long Short-Term Memory (LSTM) Networks<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Sindisiwe Zulu, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Mr Rendani Mbuvha, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/10\/wind-speed-forecasting-using-long-short-term-memory-lstm-networks\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/09\/contrasting-trained-wavelet-neural-networks-with-an-application-to-bankruptcy-prediction-in-banks\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/09\/contrasting-trained-wavelet-neural-networks-with-an-application-to-bankruptcy-prediction-in-banks\/\" class=\"_blank\" target=\"_blank\" >Contrasting trained Wavelet Neural Networks with an application to bankruptcy prediction in banks<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Mamphaga Ratshilengo, University of Venda, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Farai Mlambo, University of the Witwatersrand, Johannesburg &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/09\/contrasting-trained-wavelet-neural-networks-with-an-application-to-bankruptcy-prediction-in-banks\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/08\/of-tigers-and-lions-exploring-sino-african-aid-relations-in-sub-saharan-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/08\/of-tigers-and-lions-exploring-sino-african-aid-relations-in-sub-saharan-africa\/\" class=\"_blank\" target=\"_blank\" >Of Tigers and Lions: Exploring Sino-African Aid relations in Sub-Saharan Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Elishua Ngoma, University of The Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Professor Rod Alence, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/08\/of-tigers-and-lions-exploring-sino-african-aid-relations-in-sub-saharan-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/07\/stock-market-forecasting-using-wavelet-neural-networks\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/07\/stock-market-forecasting-using-wavelet-neural-networks\/\" class=\"_blank\" target=\"_blank\" >Stock Market Forecasting using Wavelet Neural Networks<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Kgaugelo Mphahlele, University of The Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Farai Mlambo, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/07\/stock-market-forecasting-using-wavelet-neural-networks\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/05\/applying-machine-learning-to-gamma-hadron-separation-in-gamma-ray-astronomy\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/05\/applying-machine-learning-to-gamma-hadron-separation-in-gamma-ray-astronomy\/\" class=\"_blank\" target=\"_blank\" >Applying Machine Learning to Gamma-Hadron Separation in Gamma-Ray Astronomy<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Johannah Moepi, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Professor Nukri Komin, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/05\/applying-machine-learning-to-gamma-hadron-separation-in-gamma-ray-astronomy\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/04\/computational-techniques-to-predict-icd10-and-diagnosis-code-from-native-pathology-images\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/04\/computational-techniques-to-predict-icd10-and-diagnosis-code-from-native-pathology-images\/\" class=\"_blank\" target=\"_blank\" >Computational Techniques to Predict ICD10 and Diagnosis Code from Native Pathology Images<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Tshinanne Mbedzi, University Venda<br \/><strong>Supervisor:<\/strong> Professor Turgay \u00c7elik and Dr Michael Klipin, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/04\/computational-techniques-to-predict-icd10-and-diagnosis-code-from-native-pathology-images\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/03\/text-mining-and-the-trc-an-inquiry-into-methodological-viability\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/03\/text-mining-and-the-trc-an-inquiry-into-methodological-viability\/\" class=\"_blank\" target=\"_blank\" >Text Mining and the TRC: An inquiry into methodological viability<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Joshua Nel, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Professor Rod Alence, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/03\/text-mining-and-the-trc-an-inquiry-into-methodological-viability\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/02\/fingerprint-image-compression-using-dct-based-algorithms\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/02\/fingerprint-image-compression-using-dct-based-algorithms\/\" class=\"_blank\" target=\"_blank\" >Fingerprint Image Compression using DCT-based Algorithms<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Promise Magoma, University of Venda<br \/><strong>Supervisors<\/strong>: Dr Farai Mlambo, University of the Witwatersrand, Johannesburg The &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/02\/fingerprint-image-compression-using-dct-based-algorithms\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/01\/automated-text-analysis-as-an-exploratory-aid-to-traditional-content-analysis\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/01\/automated-text-analysis-as-an-exploratory-aid-to-traditional-content-analysis\/\" class=\"_blank\" target=\"_blank\" >Automated Text Analysis as an Exploratory Aid to Traditional Content Analysis<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Thomas Lancaster, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Professor Rod Alence, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/01\/automated-text-analysis-as-an-exploratory-aid-to-traditional-content-analysis\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/10\/the-use-of-machine-learning-to-extract-a-physics-model-from-atlas-experiment-at-the-lhc\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/10\/the-use-of-machine-learning-to-extract-a-physics-model-from-atlas-experiment-at-the-lhc\/\" class=\"_blank\" target=\"_blank\" >The use of machine learning to extract a physics model from ATLAS experiment at the LHC<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Thanyani Gumani, University of Venda<br \/><strong>Supervisor:<\/strong> Professor Bruce Mellado, University of the Witwatersrand, Johannesburg The &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/10\/the-use-of-machine-learning-to-extract-a-physics-model-from-atlas-experiment-at-the-lhc\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/09\/population-density-and-national-level-governance-in-africa\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/09\/population-density-and-national-level-governance-in-africa\/\" class=\"_blank\" target=\"_blank\" >Population Density and National-Level Governance in Africa<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Pranish Desai, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Professor Rod Alence, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/09\/population-density-and-national-level-governance-in-africa\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/08\/deep-machine-learning-in-the-search-for-new-bosons-at-the-large-hadron-collider\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/08\/deep-machine-learning-in-the-search-for-new-bosons-at-the-large-hadron-collider\/\" class=\"_blank\" target=\"_blank\" >Deep Machine Learning in the search for new bosons at the Large Hadron Collider\u201d<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Nkateko Baloyi, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Professor Bruce Mellado, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/08\/deep-machine-learning-in-the-search-for-new-bosons-at-the-large-hadron-collider\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/07\/the-impact-of-initialization-strategies-on-the-k-means-convergence\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-300x300.png 300w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Venda-again.png 533w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/07\/the-impact-of-initialization-strategies-on-the-k-means-convergence\/\" class=\"_blank\" target=\"_blank\" >The Impact of Initialization Strategies on the K-Means Convergence<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researchers:<\/strong> Tshauambea Murendeni, University of Venda<br \/><strong>Supervisor: <\/strong>Ms Nothabo Ndebele, University of the Witwatersrand, Johannesburg Clustering &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/07\/the-impact-of-initialization-strategies-on-the-k-means-convergence\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/06\/supervised-versus-semi-supervised-machine-learning-in-the-search-for-new-physics-with-the-atlas-data\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/06\/supervised-versus-semi-supervised-machine-learning-in-the-search-for-new-physics-with-the-atlas-data\/\" class=\"_blank\" target=\"_blank\" >Supervised versus Semi-supervised Machine Learning in the search for new Physics with the ATLAS data<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Lindiwe Malobola, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor:<\/strong> Professor Bruce Mellado, University of the Witwatersrand, &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/06\/supervised-versus-semi-supervised-machine-learning-in-the-search-for-new-physics-with-the-atlas-data\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/05\/identifying-themes-in-online-harassment-using-text-analytics\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/05\/identifying-themes-in-online-harassment-using-text-analytics\/\" class=\"_blank\" target=\"_blank\" >Identifying themes in online harassment using text analytics<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: \u00a0Miss Safiyyah Ismail, The University of the Witwatersrand<br \/><strong>Supervisor<\/strong>: Professor Rod Alence, University of the &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/05\/identifying-themes-in-online-harassment-using-text-analytics\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-6 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/04\/using-multisource-machine-learning-to-map-prosopis-glandulosa-in-the-griekwastadarea\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/04\/using-multisource-machine-learning-to-map-prosopis-glandulosa-in-the-griekwastadarea\/\" class=\"_blank\" target=\"_blank\" >Using multisource machine learning to map Prosopis glandulosa in the Griekwastadarea<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher: <\/strong>Wessel Bonnet, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors:<\/strong> Elhadi Adam and Turgay \u00c7elik, University of &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/04\/using-multisource-machine-learning-to-map-prosopis-glandulosa-in-the-griekwastadarea\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">More Info<\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/p>                    <\/div>\n\t\t        \n                    <div id=\"research-projects-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"research-projects-tab\">\n\t\t\t\t        <p><div class=\"pt-cv-wrapper\"><div class=\"pt-cv-view pt-cv-grid pt-cv-colsys\" id=\"pt-cv-view-f5f2bbdien\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"1\"><div class=\"col-md-12 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/03\/the-use-of-machine-learning-in-the-search-for-di-photons-in-association-with-missing-energy\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/03\/the-use-of-machine-learning-in-the-search-for-di-photons-in-association-with-missing-energy\/\" class=\"_blank\" target=\"_blank\" >The use of machine learning in the search for di-photons in association with missing energy<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Theodore Cwere Gaelejwe, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Prof. Bruce Mellado The Large Hadron &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/03\/the-use-of-machine-learning-in-the-search-for-di-photons-in-association-with-missing-energy\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">Read More<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-12 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/02\/prediction-of-customer-churn-in-telecommunication-using-machine-learning-algorithms\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/02\/prediction-of-customer-churn-in-telecommunication-using-machine-learning-algorithms\/\" class=\"_blank\" target=\"_blank\" >Prediction of Customer Churn in Telecommunication using Machine Learning Algorithms<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Perlate Diala, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisor<\/strong>: Dr. Hairong Wang Loss of customers in &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2024\/02\/02\/prediction-of-customer-churn-in-telecommunication-using-machine-learning-algorithms\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">Read More<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-12 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/08\/22\/predicting-particle-fineness-in-a-cement-mill-2\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/08\/22\/predicting-particle-fineness-in-a-cement-mill-2\/\" class=\"_blank\" target=\"_blank\" >Predicting Particle Fineness in a Cement Mill<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher<\/strong>: Rowan Lange, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors<\/strong>: Prof. Anton van Wyk, Dr. Terence van &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/08\/22\/predicting-particle-fineness-in-a-cement-mill-2\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">Read More<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-12 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/08\/22\/indigenous-women-moving-from-physical-to-digital-fires-the-evolution-of-methods-of-transmission-of-indigenous-knowledge-2\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/08\/22\/indigenous-women-moving-from-physical-to-digital-fires-the-evolution-of-methods-of-transmission-of-indigenous-knowledge-2\/\" class=\"_blank\" target=\"_blank\" >Indigenous Women Moving From Physical to Digital Fires: The Evolution of Methods of Transmission of Indigenous Knowledge<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong> Khanyisile Yolanda Ntsenge, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors: <\/strong>Dr Constance Khupe and Prof. Rod &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/08\/22\/indigenous-women-moving-from-physical-to-digital-fires-the-evolution-of-methods-of-transmission-of-indigenous-knowledge-2\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">Read More<\/a><\/div><\/div><\/div><\/div><\/div>\n<div class=\"col-md-12 col-sm-12 col-xs-12 pt-cv-content-item pt-cv-2-col\" ><div class='pt-cv-ifield'><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/10\/03\/random-sampling-based-relative-radiometric-normalisation\/\" class=\"_blank pt-cv-href-thumbnail pt-cv-thumb-left\" target=\"_blank\" ><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png\" class=\"pt-cv-thumbnail pull-left\" alt=\"\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-150x150.png 150w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-140x140.png 140w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100-100x100.png 100w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2024\/11\/Wits-logo-100.png 225w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n<div class=\"pt-cv-colwrap\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/10\/03\/random-sampling-based-relative-radiometric-normalisation\/\" class=\"_blank\" target=\"_blank\" >Random Sampling-based Relative Radiometric Normalisation<\/a><\/h4><div class=\"pt-cv-content\"><strong>Researcher:<\/strong>\u00a0Wessel Bonnet, University of the Witwatersrand, Johannesburg<br \/><strong>Supervisors:\u00a0<\/strong>Turgay \u00c7elik, University of the Witwatersrand, Johannesburg Relative radiometric &#8230;<br \/><div class=\"pt-cv-rmwrap\"><a href=\"https:\/\/www.escience.ac.za\/index.php\/2025\/10\/03\/random-sampling-based-relative-radiometric-normalisation\/\" class=\"_blank pt-cv-readmore btn btn-success\" target=\"_blank\">Read More<\/a><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/p>                    <\/div>\n\t\t        \n                    <div id=\"publications-tab\" class=\"clearfix eael-tab-content-item \" data-title-link=\"publications-tab\">\n\t\t\t\t        <div class=\"post-content clearfix\"><p><strong>Akinlaja, O.<\/strong> &amp; Mosia, M., 2021. Using deep learning and sentiment analysis to identify mismatches between online courses\u2019 reviews and ratings. In:\u00a0<em>2021 3rd International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>, Windhoek, Namibia, pp.1\u20136. doi:10.1109\/IMITEC52926.2021.9714655.<\/p><p>Antwi, A., <strong>Kammies, E.T<\/strong>., Chaka, L. &amp; Arasomwan, M.A., 2025. Forecasting South African grain prices and assessing the non-linear impact of inflation and rainfall using a dynamic Bayesian generalized additive model.\u00a0<em>Frontiers in Applied Mathematics and Statistics<\/em>, 11. doi:10.3389\/fams.2025.1582609.<\/p><p><strong>Baloyi, N.<\/strong>, Mellado, B. &amp; Ruan, X., 2021. Discrimination of signal-background events with supervised and semi-supervised learning in the search for new bosons decaying to the Z + \u03b3 final state. In:\u00a0<em>SAIP Conference<\/em>. [online] Available at:\u00a0https:\/\/events.saip.org.za\/event\/144\/contributions\/1492\/attachments\/284\/388\/NBaloyi_SAIP_Proceedings.pdf\u00a0[Accessed 21 Sep. 2021].<\/p><p>Bokgoshi, L., Sixhaxa, K., Jadhav, A., <strong>Nyamane, S<\/strong>. &amp; Ajoodha, R., 2023. Enhancing timely graduations: An explainable AI approach to predict academic risks in South African students. In:\u00a0<em>2023 International Conference on Electrical, Computer and Energy Technolo<\/em>gies <em>(<\/em>ICECET<em>)<\/em>, Cape Town, South Africa, pp.1\u20137. doi:10.1109\/ICECET58911.2023.10389444.<\/p><p><strong>Bonnet, W.<\/strong> &amp; Celik, T., 2021. Random sampling-based relative.\u00a0<em>IEEE Geoscience and Remote Sensing Letters<\/em>, 9321136, pp.1\u20134.<\/p><p>Byamugisha, J., Saib, W., <strong>Gaelejwe, T.<\/strong>, Jeewa, A. &amp; Molapo, M., 2020a. Abstract PR-12: Towards verifying results from biomedical deep learning models using the UMLS: Cases of primary tumor site classification and cancer Named Entity Recognition.\u00a0<em>Association for the Advancement of Artificial Intelligence<\/em>, PR-12-PR-12. Available at:\u00a0https:\/\/doi.org\/10.1158\/1557-3265.adi21-pr-12.<\/p><p><strong>Chabumba, D.R.<\/strong>, Jadhav, A. &amp; Ajoodha, R., 2021. Predicting telecommunication customer churn using machine learning techniques.\u00a0<em>Interdisciplinary Research in Technology and Management<\/em>, 14 September, pp.625\u2013636.<\/p><p><strong>Chabumba, R.<\/strong>, Ajoodha, R. &amp; Jadhav, A., 2021. Predicting telecommunication customer churn using machine learning techniques. In:\u00a0<em>International Conference on Interdisciplinary Research in Technology and Management<\/em>. [online] Available at:\u00a0www.kaggle.com.<\/p><p><strong>Daniel, L.O.<\/strong>, Mashao, D., Olukanmi, P. &amp; Singh, G., 2025. Network slicing for mitigating interference in dense deployments. In:\u00a0<em>2025 IEEE 3rd Wireless Africa Conference (WAC)<\/em>, Pretoria, South Africa, pp.1\u20136. doi:10.1109\/WAC63911.2025.10992603.<\/p><p><strong>Daniel, L.O<\/strong>., Sigauke, C., Chibaya, C. &amp; Mbuvha, R., 2020. Short-term wind speed forecasting using statistical and machine learning methods.\u00a0<em>Algorithms<\/em>, 13(6).<\/p><p><strong>Daniel, L.O.<\/strong>, Singh, G., Mashao, D. &amp; Olukanmi, P., 2024. Optimized coordinated resource allocation and power control for wireless communication networks. In:\u00a0<em>2024 International Conference on Artificial Intelligence, Big Data, Computing and Data Communication Systems (icABCD)<\/em>, Port Louis, Mauritius, pp.1\u201310. doi:10.1109\/icABCD62167.2024.10645229.<\/p><p><strong>Desai, P.<\/strong> &amp; Harvey, R., 2023. Is the Southern African Development Community afflicted by premature deindustrialisation?\u00a0<em>The Africa Governance Papers<\/em>, 1(4). Available at:\u00a0https:\/\/tagp.gga.org\/index.php\/system\/article\/view\/55\u00a0[Accessed 12 Aug. 2025].<\/p><p><strong>Desai, P.<\/strong>, 2023. The link between population density, developmental outcomes and perceptions of governance in sub-Saharan Africa.\u00a0<em>The Africa Governance Papers<\/em>, 1(3). Available at:\u00a0http:\/\/160.119.143.6\/index.php\/system\/article\/view\/42.<\/p><p>Essa, Y. et al., 2024. Classifying single versus multiple ground strike point lightning flashes from high-speed lightning videos using deep learning. In:\u00a0<em>37th International Conference on Lightning Protection (ICLP)<\/em>, Dresden, Germany, pp.297\u2013302.<\/p><p><strong>Essa, Y<\/strong>., Ajoodha, R. &amp; Hunt, H.G.P., 2020. A LSTM recurrent neural network for lightning flash prediction within Southern Africa using historical time-series data. In:\u00a0<em>2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)<\/em>. IEEE.<\/p><p><strong>Essa, Y<\/strong>., Hunt, H.G.P. &amp; Ajoodha, R., 2021. Short-term prediction of lightning in Southern Africa using autoregressive machine learning techniques. In:\u00a0<em>2021 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)<\/em>, Toronto, ON, Canada, pp.1\u20135. doi:10.1109\/IEMTRONICS52119.2021.9422493.<\/p><p><strong>Essa, Y.,<\/strong> Hunt, H.G.P., Gijben, M. &amp; Ajoodha, R., 2022. Deep learning prediction of thunderstorm severity using remote sensing weather data.\u00a0<em>IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing<\/em>, 15(June), pp.4004\u20134013. doi:10.1109\/JSTARS.2022.3172785.<\/p><p><strong>Freeborough, W.<\/strong> &amp; van Zyl, T., 2022. Investigating explainability methods in recurrent neural network architectures for financial time series data.\u00a0<em>Applied Sciences (Switzerland)<\/em>, 12(3), pp.1\u201315.<\/p><p><strong>Freeborough, W<\/strong>., Gentle, N. &amp; Rey, M.E.C., 2021. WRKY transcription factors in cassava contribute to regulation of tolerance and susceptibility to cassava mosaic disease through stress responses.\u00a0<em>Viruses<\/em>, 13(9), p.1820. Available at:\u00a0https:\/\/doi.org\/10.3390\/v13091820.<\/p><p>Harvey, R., <strong>Morrison, S.<\/strong> &amp; Desai, P., 2025. Is South Africa afflicted by the resource curse?\u00a0<em>The Extractive Industries and Society<\/em>, 23, p.101678. Available at:\u00a0https:\/\/doi.org\/10.1016\/j.exis.2025.101678.<\/p><p>Hayes, B., Ashwal, L.D., <strong>Khumalo, K.B.<\/strong> &amp; Iaccheri, L.M., 2024. Major, trace element and Sr-Nd isotope evidence for a sublithospheric mantle source for the Umkondo large igneous province.\u00a0<em>Geoscience Frontiers<\/em>, 15(1), p.101719. doi:10.1016\/j.gsf.2023.101719.<\/p><p><strong>Kgoale, T.<\/strong>, Whata, A., Nasejje, J.B., Rad, N.N. &amp; Mulaudzi, T., 2024. Estimating average and individual treatment effects in the presence of time-dependent covariates. In: Chen, D.G. &amp; Coelho, C.A. (eds.)\u00a0<em>Biostatistics Modeling and Public Health Applications<\/em>. Emerging Topics in Statistics and Biostatistics. Springer, Cham. doi:10.1007\/978-3-031-69690-9_5.<\/p><p><strong>Khumalo, K.B<\/strong>., Ashwal, L.D., Hayes, B., Iaccheri, L.M., Meintjes, P.G. &amp; Webb, S.J., 2024. Neoarchean lavas of the Ventersdorp Large Igneous Province, South Africa: Sr-Nd-Hf isotopic and trace element evidence for a long-lived plume beneath a stationary African continent.\u00a0<em>Earth-Science Reviews<\/em>, 252, p.104752. doi:10.1016\/j.earscirev.2024.104752.<\/p><p><strong>Langa, K.<\/strong>, Wang, H. &amp; Okuboyejo, O., 2025. Parameter-efficient fine-tuning of pre-trained large language models for financial text analysis. In: Gerber, A., Maritz, J. &amp; Pillay, A.W. (eds.)\u00a0<em>Artificial Intelligence Research. SACAIR 2024<\/em>. Communications in Computer and Information Science, vol. 2326. Springer, Cham. doi:10.1007\/978-3-031-78255-8_1.<\/p><p><strong>Lange, R.<\/strong>, Lange, T. &amp; Van Zyl, T.L., 2020. Predicting particle fineness in a cement mill. In:\u00a0<em>Proceedings of 2020 23rd International Conference on Information Fusion (FUSION)<\/em>.<\/p><p><strong>Mabunda, J.G.K.<\/strong>, Jadhav, A. &amp; Ajoodha, R., 2021. A review: Predicting student success at various levels of their learning journey in a science programme. In:\u00a0<em>2021 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)<\/em>, Toronto, ON, Canada, pp.1\u20135. doi:10.1109\/IEMTRONICS52119.2021.9422519.<\/p><p><strong>Mabunda, J.G.K.<\/strong>, Jadhav, A. &amp; Ajoodha, R., 2021. Sentiment analysis of student textual feedback to improve teaching. In:\u00a0<em>Interdisciplinary Research in Technology and Management<\/em>. CRC Press, pp.643\u2013651.<\/p><p><strong>Magoma, P.<\/strong> &amp; Chibaya, C., 2021. Towards a CIA compliant RSA hybrid built on an artificial neural network. In:\u00a0<em>2021 3rd International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>, Windhoek, Namibia, pp.1\u20139. doi:10.1109\/IMITEC52926.2021.9714634.<\/p><p><strong>Magoma, P<\/strong>. &amp; Chibaya, C., 2021. Towards a CIA compliant RSA hybrid built on an artificial neural network. In:\u00a0<em>2021 3rd International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>. IEEE.<\/p><p><strong>Makubyane, K<\/strong>. &amp; Maposa, D., 2024. Forecasting short- and long-term wind speed in Limpopo Province using machine learning and extreme value theory.\u00a0<em>Forecasting<\/em>, 6(4), pp.885\u2013907. doi:10.3390\/forecast6040044.<\/p><p><strong>Malatsi, T.D<\/strong>. &amp; Kara, A.H., 2022. Invariance, conservation laws and reductions of some classes of \u201chigh\u201d order partial differential equations.\u00a0<em>Transactions of the Royal Society of South Africa<\/em>, 77(3), pp.255\u2013270. doi:10.1080\/0035919X.2022.2164629.<\/p><p><strong>Masangu, L<\/strong>., Jadhav, A. &amp; Ajoodha, R., 2021. Predicting student academic performance using data mining techniques.\u00a0<em>Advances in Science, Technology and Engineering Systems<\/em>, 6(1), pp.153\u2013163.<\/p><p><strong>Matsane, L.<\/strong>, Jadhav, A. &amp; Ajoodha, R., 2020. The use of automatic speech recognition in education for identifying attitudes of the speakers. In:\u00a0<em>2020 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)<\/em>.<\/p><p><strong>Mawela, V<\/strong>. &amp; Chibaya, C., 2020. Generation of virtual reality environments in which to evaluate swarm adherence to prescribed control rules. In:\u00a0<em>2020 2nd International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>, pp.9\u201312.<\/p><p><strong>Michael, T.N<\/strong>., Obagbuwa, I.C., Whata, A. &amp; Madzima, K., 2023. A comparative modeling and comprehensive binding site analysis of the South African Beta COVID-19 variant\u2019s spike protein structure. In: Lahby, M., Pilloni, V., Banerjee, J.S. &amp; Mahmud, M. (eds.)\u00a0<em>Advanced AI and Internet of Health Things for Combating Pandemics<\/em>. Springer, Cham. doi:10.1007\/978-3-031-28631-5_18.<\/p><p><strong>Mngadi, N.<\/strong>, Ajoodha, R. &amp; Jadhav, A., 2020. A conceptual model to identify vulnerable undergraduate learners at higher-education institutions. In:\u00a0<em>2020 2nd International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>. IEEE, pp.1\u20138.<\/p><p><strong>Mohale, V.Z<\/strong>. &amp; Obagbuwa, I.C., 2024. Assessing the impact of climate variability on wheat yield in Bloemfontein wheat farms through time series analysis.\u00a0<em>Edelweiss Applied Science and Technology<\/em>, 8(5), pp.1213\u20131234.<\/p><p><strong>Mohale, V.Z<\/strong>. &amp; Obagbuwa, I.C., 2024. Poverty analysis and prediction in South Africa using remotely sensed data.\u00a0<em>Applied Computational Intelligence and Soft Computing<\/em>, 2024, p.5137110. doi:10.1155\/2024\/5137110.<\/p><p><strong>Mohale, V.Z<\/strong>. &amp; Obagbuwa, I.C., 2025. A systematic review on the integration of explainable artificial intelligence in intrusion detection systems to enhance transparency and interpretability in cybersecurity.\u00a0<em>Frontiers in Artificial Intelligence<\/em>, 8, p.1526221. doi:10.3389\/frai.2025.1526221.<\/p><p><strong>Mohale, V.Z<\/strong>. &amp; Obagbuwa, I.C., 2025. Evaluating machine learning-based intrusion detection systems with explainable AI: Enhancing transparency and interpretability.\u00a0<em>Frontiers in Computer Science<\/em>, 7, p.1520741. doi:10.3389\/fcomp.2025.1520741.<\/p><p><strong>Mugware, F.W.<\/strong>, Ravele, T. &amp; Sigauke, C., 2025. Short-term predictions of global horizontal irradiance using recurrent neural networks, support vector regression, gradient boosting random forest and advanced stacking ensemble approaches.\u00a0<em>Computation<\/em>, 13(3), p.72.<\/p><p><strong>Mugware, F.W<\/strong>., Sigauke, C. &amp; Ravele, T., 2024. Assessing the predictive power of machine learning models for wind speed prediction under different weather conditions. [Details incomplete for full citation].<\/p><p><strong>Mugware, F.W.<\/strong>, Sigauke, C. &amp; Ravele, T., 2024. Evaluating wind speed forecasting models: A comparative study of CNN, DAN2, Random Forest and XGBOOST in diverse South African weather conditions.\u00a0<em>Forecasting<\/em>, 6(3), pp.672\u2013699. Available at:\u00a0https:\/\/doi.org\/10.3390\/forecast6030035.<\/p><p><strong>Mulangaphuma, M.P.<\/strong>, Chibaya, C. &amp; Madzima, K., 2021. A dynamic nDES model for hiding datasets for machine learning. In:\u00a0<em>2021 3rd International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>, Windhoek, Namibia, pp.1\u20135. doi:10.1109\/IMITEC52926.2021.9714631.<\/p><p><strong>Mutavhatsindi, T.<\/strong>, Sigauke, C. &amp; Mbuvha, A.R., 2020. Forecasting hourly global horizontal solar irradiance in South Africa using machine learning models.\u00a0<em>IEEE Access<\/em>, 8, pp.198872\u2013198885.<\/p><p><strong>Nemavhola, A<\/strong>., Chibaya, C. &amp; Ochara, N.M., 2021. Application of the LSTM \u2013 deep neural networks \u2013 in forecasting foreign currency exchange rates. In:\u00a0<em>2021 3rd International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>. IEEE.<\/p><p><strong>Nemavhola, A.<\/strong>, Chibaya, C. &amp; Viriri, S., 2025. A systematic review of CNN architectures, databases, performance metrics, and applications in face recognition.\u00a0<em>Information<\/em>, 16(2), p.107. doi:10.3390\/info16020107.<\/p><p><strong>Nemavhola, A.<\/strong>, Viriri, S. &amp; Chibaya, C., 2025. A scoping review of literature on deep learning techniques for face recognition.\u00a0<em>Human Behavior and Emerging Technologies<\/em>, 5979728, pp.1\u201314. doi:10.1155\/hbe2\/5979728.<\/p><p><strong>Nengwani, M.<\/strong>, Bhero, E. &amp; Chibaya, C., 2024. Towards an aquatic school inspired swarm intelligence ontology. In:\u00a0<em>202<\/em><em>4 4th International Multidisciplinary Information Technology and Engineering Conference (IMITEC)<\/em>, Vanderbijlpark, South Africa, pp.147\u2013151. doi:10.1109\/IMITEC60221.2024.10851048.<\/p><p><strong>Ngwenduna, K.S<\/strong>. &amp; Mbuvha, R., 2021. 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Audiological profile of deaf and hard-of-hearing children under six years old in the \u201cHI HOPES cohort\u201d in South Africa (2006\u20132011).\u00a0<em>International Journal of Audiology<\/em>, 62(9), pp.845\u2013852. Available at:\u00a0https:\/\/doi.org\/10.1080\/14992027.2022.2101551.<\/p><p><strong>Thulare, E<\/strong>., Ajoodha, R. &amp; Jadhav, A., 2021. An empirical analysis and application of the expectation-maximization and matrix completion algorithms for varying degrees of missing data. In:\u00a0<em>2021 Southern African Universities Power Engineering Conference\/Robotics and Mechatronics\/Pattern Recognition Association of South Africa (SAUPEC\/RobMech\/PRASA)<\/em>. IEEE.<\/p><\/div>                    <\/div>\n\t\t                    <\/div>\n        <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Our Research Capstone Projects Research Projects Publications Strange bedfellows: ANC-DA Parliamentary discourse in the GNU &#8211; A Corpus-Assisted Discourse Analysis Researcher: Maxwell Milella, University of the Witwatersrand, JohannesburgSupervisor: Dr Rod Alence and Dr Retha Langa, &#8230;More Info Uncovering hidden tax fraud patterns using graph attention networks supplemented<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-3389","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/pages\/3389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/comments?post=3389"}],"version-history":[{"count":45,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/pages\/3389\/revisions"}],"predecessor-version":[{"id":4662,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/pages\/3389\/revisions\/4662"}],"wp:attachment":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media?parent=3389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}