{"id":3976,"date":"2024-03-09T01:39:31","date_gmt":"2024-03-08T23:39:31","guid":{"rendered":"https:\/\/nepttp.avidakizomba.co.za\/?p=3976"},"modified":"2025-06-09T12:19:29","modified_gmt":"2025-06-09T10:19:29","slug":"contrasting-trained-wavelet-neural-networks-with-an-application-to-bankruptcy-prediction-in-banks","status":"publish","type":"post","link":"https:\/\/www.escience.ac.za\/index.php\/2024\/03\/09\/contrasting-trained-wavelet-neural-networks-with-an-application-to-bankruptcy-prediction-in-banks\/","title":{"rendered":"Contrasting trained Wavelet Neural Networks with an application to bankruptcy prediction in banks"},"content":{"rendered":"<p><strong>Researcher:<\/strong> Mamphaga Ratshilengo, University of Venda, Johannesburg<br \/><strong>Supervisor:<\/strong> Dr Farai Mlambo, University of the Witwatersrand, Johannesburg<\/p><p>Wavelet is a wavy oscillation with width, scale, or magnitude that begin at zero point, rises, and decline to zero again [1]. Neural network (NN) is a series of algorithms aims in recognising the relations in a set of data through a process that characterises the work of human brain. NNs are applicable in various field, including speech recognition, hand-written digit recognition and when driving a car [2]. In WNNs, wavelets and NNs are combined into one thing [1].<\/p><p><br \/><\/p>","protected":false},"excerpt":{"rendered":"<p>Researcher: Mamphaga Ratshilengo, University of Venda, JohannesburgSupervisor: Dr Farai Mlambo, University of the Witwatersrand, Johannesburg Wavelet is a wavy oscillation with width, scale, or magnitude that begin at zero point, rises, and decline to zero again [1]. Neural network (NN) is a series of algorithms aims in<\/p>\n","protected":false},"author":1,"featured_media":4493,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-3976","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\/3976","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/comments?post=3976"}],"version-history":[{"count":1,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/3976\/revisions"}],"predecessor-version":[{"id":4484,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/posts\/3976\/revisions\/4484"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media\/4493"}],"wp:attachment":[{"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/media?parent=3976"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/categories?post=3976"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.escience.ac.za\/index.php\/wp-json\/wp\/v2\/tags?post=3976"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}