{"id":38709,"date":"2024-12-01T05:51:49","date_gmt":"2024-12-01T05:51:49","guid":{"rendered":"https:\/\/uomosul.edu.iq\/en\/computerscience\/?p=38709"},"modified":"2024-12-01T05:52:34","modified_gmt":"2024-12-01T05:52:34","slug":"1-105","status":"publish","type":"post","link":"https:\/\/uomosul.edu.iq\/en\/computerscience\/2024\/12\/01\/1-105\/","title":{"rendered":"Higher Diploma Thesis For the student Samaa Imad Sheet Rasool"},"content":{"rendered":"<p>Discussion of the Higher Diploma Thesis in the College of Computer Science and Mathematics &#8211; Software Department entitled:<br \/>\nSoftware Requirements Status Classification Based on Intelligent Techniques Algorithms<br \/>\nIn continuation of the scientific research movement, the Higher Diploma Thesis was discussed in Nidal Al-Asadi Hall at the University of Mosul on Tuesday 11\/19\/2024<br \/>\nFor the student Samaa Imad Sheet Rasool<br \/>\nUnder the supervision of Prof. Dr. Ibrahim Ahmed Saleh<br \/>\nThe study dealt with building a model to classify requirements into functional and non-functional requirements using several algorithms and techniques. The algorithms used in this thesis include Logistic Regression (LR), Support vector machine (SVM), Adaptive Boosting Ada Boost, Bagging, and stacking. The data used in this research were collected from the global data set approved by the researchers. The data was subjected to different types of pre-processing to improve the system performance.<br \/>\nThe discussion committee consisted of:<br \/>\nAssistant Professor Jamal Salah El-Din Majeed &#8211; Chairman.<br \/>\nAssistant Professor Aseel Waleed Ali &#8211; Member.<br \/>\nProfessor Ibrahim Ahmed Saleh &#8211; Member and Supervisor.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discussion of the Higher Diploma Thesis in the College of Computer Science and Mathematics &#8211; Software Department entitled: Software Requirements Status Classification Based on Intelligent Techniques Algorithms In continuation of the scientific research movement, the Higher Diploma Thesis was discussed in Nidal Al-Asadi Hall at the University of Mosul on Tuesday 11\/19\/2024 For the student Samaa Imad Sheet Rasool Under the supervision of Prof. Dr. Ibrahim Ahmed Saleh The study dealt with building a model to classify requirements into functional and non-functional requirements using several algorithms and techniques. The algorithms used in this thesis include Logistic Regression (LR), Support vector machine <a href=\"https:\/\/uomosul.edu.iq\/en\/computerscience\/2024\/12\/01\/1-105\/\"> [Read More]<\/a><\/p>\n","protected":false},"author":24,"featured_media":38711,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[],"class_list":["post-38709","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-viva"],"_links":{"self":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/38709","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/comments?post=38709"}],"version-history":[{"count":1,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/38709\/revisions"}],"predecessor-version":[{"id":38710,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/posts\/38709\/revisions\/38710"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media\/38711"}],"wp:attachment":[{"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/media?parent=38709"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/categories?post=38709"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/uomosul.edu.iq\/en\/computerscience\/wp-json\/wp\/v2\/tags?post=38709"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}