{"id":4538,"date":"2025-05-22T07:24:34","date_gmt":"2025-05-22T05:24:34","guid":{"rendered":"https:\/\/www.escience.ac.za\/?p=4538"},"modified":"2025-05-22T07:24:36","modified_gmt":"2025-05-22T05:24:36","slug":"predicting-the-probability-of-customer-churn-using-deep-survival-models","status":"publish","type":"post","link":"https:\/\/www.escience.ac.za\/index.php\/2025\/05\/22\/predicting-the-probability-of-customer-churn-using-deep-survival-models\/","title":{"rendered":"Predicting the probability of customer churn using deep survival models"},"content":{"rendered":"<p><strong>Researcher<\/strong>: Mafanedza Nephawe, University of the Witwatersrand, Johannesburg<br><strong>Supervisor<\/strong>: Dr. M. Arasomwan<\/p><p><\/p><div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"576\" height=\"1024\" src=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-576x1024.jpg\" alt=\"\" class=\"wp-image-4539\" srcset=\"https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-576x1024.jpg 576w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-169x300.jpg 169w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-768x1366.jpg 768w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-864x1536.jpg 864w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-1152x2048.jpg 1152w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-600x1067.jpg 600w, https:\/\/www.escience.ac.za\/wp-content\/uploads\/2025\/05\/2187450354-Mafanedza-Nephawe-5291_Mafanedza_Nephawe_Scientific_Poster_1442906_Mafanedza_nephawe_18079_1125624797-scaled.jpg 1440w\" sizes=\"(max-width: 576px) 100vw, 576px\" \/><\/figure><\/div><p>&nbsp;<\/p><p><\/p>","protected":false},"excerpt":{"rendered":"<p>Researcher: Mafanedza Nephawe, University of the Witwatersrand, JohannesburgSupervisor: Dr. M. Arasomwan &nbsp;<\/p>\n","protected":false},"author":3,"featured_media":4407,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-4538","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-capstone-projects"],"_links":{"self":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4538","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/comments?post=4538"}],"version-history":[{"count":1,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4538\/revisions"}],"predecessor-version":[{"id":4540,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/4538\/revisions\/4540"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media\/4407"}],"wp:attachment":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media?parent=4538"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/categories?post=4538"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/tags?post=4538"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}