{"id":292,"date":"2012-10-10T09:05:32","date_gmt":"2012-10-10T01:05:32","guid":{"rendered":"https:\/\/people.utm.my\/azman2\/?page_id=292"},"modified":"2025-12-08T09:54:44","modified_gmt":"2025-12-08T01:54:44","slug":"phd-students","status":"publish","type":"page","link":"https:\/\/people.utm.my\/dayangnorhayati\/phd-students\/","title":{"rendered":"PhD Students"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><span style=\"color: #333333\"><strong>ON-GOING<\/strong><\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">1. Azlina Binti Narawi, \u201cA Hybrid Approach for Rainfall Forecasting\u201d, Oct 2019- now. (Main-Supervisor).<br>2. Huda Ghalib Ali Iskandar, &#8220;Amyotrophic Lateral Sclerosis Progression Prediction Model Based on Deep Learning&#8221;, Nov 2020-now. (Main-Supervisor).<br>3. Devi Yurisca Bernanda, &#8220;Enhancement of OGORE Through a Data Driven Approach for Elevating Software Requirement Engineering Quality&#8221;, Nov 2021-Now (Main-Supervisor).<br>4. Laminu Aminu Song, &#8220;Binary Classification of Individual Student&#8217;s Grades using Ensemble Filter-Based Feature Selection for Student Performance Prediction&#8221;, Nov 2021-Now (Main-Supervisor).<br>5. Ma Wei, &#8220;Prediction Model of Learning Behaviour Effect Based on Flipped Classroom&#8221;, Nov 2021-Now (Main-Supervisor).<br>6. Syed Muhammad Junaid Hassan, &#8220;Enhancing History-Based Test Case Prioritization Using Defect Prediction to Solve Equal Priority Problem in Regression Testing&#8221;, March 2022-Now (Main-Supervisor).<br>7. Mohamed Mokhtar Ouardi, &#8220;Few Shot Learning Semi-Supervised Mixed Learning Classifier Approach in Advanced Optical Inspection&#8221;, Nov 2022-Now (Main-Supervisor).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"color: #333333\"><strong>COMPLETED<\/strong><\/span><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Nurul Nazihah Jamal, \u201cLearning Analytics Framework for Discovering the Competencies of Students in Online Learning Environments\u201d, March 2022-Aug 2025 (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Nadirah Mohamad, \u201cEffort Persistence and Intensity Features Model Based on Temporal Behaviour for Predicting Online Student Performance\u201d, March 2021-April 2025 (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Ako Abubakr Jaafar, &#8220;Interoperable Semantic Framework for Internet of Thing&#8221;, 2017 &#8211; June 2024 (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Ayman Jalal Hasan Al Mutlaq, \u201cAn Improved Localized Software Effort Estimation Based on Missing Data Imputation and Feature Optimization\u201d, Aug 2018-June 2024. (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Falak Sher, <a href=\"https:\/\/utmik.utm.my\/entities\/publication\/22b995fa-0856-480c-bc5e-e9e1467b344f\">\u201cMulti-Aspect Requirements Prioritization Technique for Value-Based Software Development\u201d<\/a>, 2012 &#8211; 2023 (Main-Supervisor)<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Eglal Mohammed Khalifa Osman, <a href=\"https:\/\/utmik.utm.my\/entities\/publication\/38249e00-c8a7-4a1a-bc68-65fc39b47bd5\">\u201cRegression Testing Framework for Test Cases Generation and Prioritization\u201d<\/a>, 2011 &#8211; 2022. (Main-Supervisor)<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Muhammad Khatibsyarbini Abd Rahim, <a href=\"https:\/\/utmik.utm.my\/entities\/publication\/cd28bdd1-fa2f-4ae6-a985-ba300187286e\">\u201cWeighted String Distance Approach Based on Modified Clustering Technique for Optimizing Test Case Prioritization\u201d<\/a> Feb 2019-2022. (Co-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Rabatul Aduni Binti Sulaiman, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:143726?site_name=Restricted+Repository&amp;query=Cost-Effective+Model-Based+Test+Case+Generation+and+Prioritization+for+Software+Product+Line&amp;queryType=vitalDismax\">\u201cCost-Effective Model-Based Test Case Generation and Prioritization for Software Product Line\u201d<\/a>, 2016 \u2013 2020. (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Muhammad Dhiauddin Mohamed Suffian, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:143612?site_name=GlobalView&amp;query=Muhammad+Dhiauddin+Mohamed+Suffian%2C+%E2%80%9CSoftware+Defect+Prediction+Model+For+System+Testing+using+Prior+Phases+Metrics%E2%80%9D%2C+2017+%E2%80%93+2020.&amp;queryType=vitalDismax\">\u201cSoftware Defect Prediction Model For System Testing using Prior Phases Metrics\u201d<\/a>, 2017 \u2013 2020. (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">&nbsp;Habibah Binti Ismail, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:84354?site_name=Restricted+Repository&amp;query=+Habibah+Binti+Ismail%2C+%E2%80%9CA+Scheduling+Analysis+Framework+for+Prediction+the+Weakly+Hard+Real-Time+Systems%E2%80%9D%2C+2013+%E2%80%93+2019.&amp;queryType=vitalDismax\">\u201cA weakly hard real-time scheduling analysis framework using genetic algorithm\u201d<\/a>, 2014 \u2013 2019. (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Karzan Wakil, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:143628?site_name=Restricted+Repository&amp;query=Karzan+Wakil%2C+%E2%80%9CAdaptive+Web+Engineering+Mothods+to+Develop+Web+Applicatiion+in+Agile+Environment%E2%80%9D%2C+%28Main+Supervisor%29.+2014-2019.&amp;queryType=vitalDismax\">&#8220;Adaptive Model for Web Engineering Methods to Develop Multi Web Applications in Agile Environment&#8221;<\/a>, (Main-Supervisor). 2014-2019.<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Muhammad Arif Shah, <a href=\"http:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2021\/12\/Copy-of-Arif-Thesis-AFTER-FORMATING-.pdf\">\u201cMissing Data Imputation, Optimization and Localized Software Development Effort Estimation\u201d<\/a>, 2016 \u2013 2019 (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">&nbsp;Muhammad Younas, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:143746?site_name=Restricted+Repository&amp;query=Muhammad+Younas+%E2%80%9CMethodology+for+Tracing+Non-Functional+Requirement+In+Agile+Software+Development%E2%80%9D%2C+2016-2019+%28main-Supervisor%29&amp;queryType=vitalDismax\">\u201cAgile Development in Cloud Computing for Eliciting Non-Functional Requirements\u201d<\/a>, 2016 &#8211; 2019 (Main-Supervisor)<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Mojtaba Raeisi Nejaddobuneh, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:141936?site_name=Restricted+Repository&amp;query=Mojtaba+Raeisinejaddobuneh%2C+%E2%80%9CModel+base+Web+Application+Testing+Based+on+Prioritization+Criteria%E2%80%9D%2C+2011+%E2%80%93+2018+%28main+Supervisor%29.&amp;queryType=vitalDismax\">\u201cHybrid and Dynamic Static Criteria Models for Test Case Prioritization of Web Application Regression Testing\u201d<\/a>, 2011 &#8211; 2018 (Main-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">Syed Rafaqat Hussain Shah Kazmi, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:111376?site_name=Restricted+Repository&amp;query=Syed+Rafaqat+Hussain+Shah+Kazmi%2C+%E2%80%9CAn+Approach+for+Effective+Selection+of+Test+Cases+In+Regression+Testing%E2%80%9D+%2C+2016-now%28main-Supervisor%29&amp;queryType=vitalDismax\">\u201cMulti-Objective Test Case Selection Technique for Regression Testing\u201d<\/a> , 2016 &#8211; 2018(Main-Supervisor)<\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">AbuBakar Elsafi Ali Ahmed, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:126071?site_name=Restricted+Repository&amp;query=Abu+Bakar+Elsafi+Ali+Ahmad%2C+%E2%80%9CIntegration+Testing+of+Component-Based+Software+Systems%E2%80%9D%2C+2011+%E2%80%93+2017.+%28main+Supervisor%29&amp;queryType=vitalDismax\">\u201cModel-Based Integration Testing Technique using Formal Finite State Behavioral Models for Component-based Software\u201d<\/a>, 2011 &#8211; 2017. (Main-Supervisor)<\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Adila Firdaus Binti Arbain, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:109901?site_name=Restricted+Repository&amp;query=Adila+Firdaus+Binti+Arbain%2C+%E2%80%9CNon+Functional+Requirement+Traceability+In+Agile%E2%80%9D%2C+2013+%E2%80%93+2016.+%28Co-Supervisor%29.&amp;queryType=vitalDismax\">\u201cNon Functional Requirement Traceability Model In Agile Software Development\u201d<\/a>, 2013 &#8211; 2016. (Co-Supervisor).<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Awad Ali Abdelrhim Omar, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:111790?site_name=Restricted+Repository&amp;query=Awad+Ali+Abdelrhim+Omar%2C+%E2%80%9CArchitecture-Based+Reliability+Analysis+Approach+for+Components-Based+Software%E2%80%9D%2C+2012+%E2%80%93+2016+%28main+Supervisor%29&amp;queryType=vitalDismax\">\u201cEarly Reliability Prediction Approach for Component-Based Software Systems\u201d<\/a>, 2012 &#8211; 2016 (Main-Supervisor)<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Abdelzhir Abdelmabaud Rahama Alnaour, \u201cArchitecture and Model to Improve Application Scalability and Performance of Federated Cloud\u201d, 2011 \u2013 now. (Main-Supervisor)<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Shahliza Abd Halim, <a href=\"http:\/\/dms.library.utm.my:8080\/vital\/access\/manager\/Repository\/vital:97555?site_name=Restricted+Repository&amp;query=software+product+line&amp;f0=sm_type%3A%22Thesis%22&amp;f1=sm_creator%3A%22Faculty+of+Computing%22&amp;queryType=vitalDismax\">\u201cCore Asset Variability Modeling Approach for Software Product Line Development\u201d<\/a>, PHD student, 2006 &#8211; 2016. (Co-Supervisor)<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"color: #333333\"><span style=\"color: #333333\"><span style=\"font-size: small\">Muhammad Imran Babar, <a href=\"https:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2015\/07\/Pages-from-muhammadimranbabarpc113175d15ttp.pdf\">&#8220;Framework for Stakeholder Quantification and Requirements Prioritization for Value-Based Software Development\u201d<\/a>, 2011 &#8211; 2015 (Co-Supervisor)<\/span><\/span><\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">Abid Mehmood, <a href=\"https:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2015\/07\/Pages-from-abidmehmoodpc103189d14ttt.pdf\">\u201cAspect-Oriented Model-Driven Code Generation Approach for Improving Code Reusability and Maintainability\u201d<\/a>, 2011 &#8211; 2014. (Main-Supervisor)<\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">Mohd Adham Isa, <a href=\"https:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2015\/07\/Pages-from-mohdadhampc103092d13ttp.pdf\">\u201cSystematic Methodology for Estimation of System Reliability at Design Phase\u201d<\/a>, 2010 &#8211; 2013. (Main-Supervisor).<\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">Vahid Khatibi Bardsiri, <a href=\"https:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2015\/07\/vahid.pdf\">\u201cLocalization of Software Development Effort Estimation Based on Classification of Projects\u201d<\/a>, 2010 &#8211; 2013. (Main-Supervisor).<\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">Muhammad Waqar Aziz, <a href=\"https:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2015\/07\/Pages-from-muhammadwaqarpc093176d13ttt.pdf\">\u201cService-Oriented Analysis and Design Approach for Distributed Embedded Real-Time Systems\u201d<\/a>, 2009 &#8211; 2013. (Co-Supervisor)<\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">Alawi Abdullah Ahmad Al-Sakkaf, <a href=\"https:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2015\/07\/AlawiThesis-23-08-2013.pdf\">\u201cModel Based Framework for Measuring Service Level Agreement Performance in Service Oriented Architecture\u201d<\/a>, 2008 &#8211; 2013. (Main-Supervisor).<\/span><\/li>\n\n\n\n<li><span style=\"font-size: small;color: #333333\">Siti Nurmaini, <a href=\"https:\/\/people.utm.my\/dayangnorhayati\/wp-content\/uploads\/sites\/1358\/2015\/07\/Pages-from-SITI-NURMAINI-28-JUNE-2011-CHAPTER-1.pdf\">\u201cEmbedded Interval Type-2 Neuro-Fuzzy Controller in Mobile Robot Navigation with Weightless Neural-Network\u201d<\/a>, 2008 &#8211; June 2011. (Co-Supervisor)<\/span><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>ON-GOING 1. Azlina Binti Narawi, \u201cA Hybrid Approach for Rainfall Forecasting\u201d, Oct 2019- now. (Main-Supervisor).2. Huda Ghalib Ali Iskandar, &#8220;Amyotrophic Lateral Sclerosis Progression Prediction Model Based on Deep Learning&#8221;, Nov 2020-now. (Main-Supervisor).3. Devi Yurisca Bernanda, &#8220;Enhancement of OGORE Through a Data Driven Approach for Elevating Software Requirement Engineering Quality&#8221;, Nov 2021-Now (Main-Supervisor).4. Laminu Aminu Song, [&hellip;]<\/p>\n","protected":false},"author":25300,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-292","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/pages\/292","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/users\/25300"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/comments?post=292"}],"version-history":[{"count":40,"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/pages\/292\/revisions"}],"predecessor-version":[{"id":3275,"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/pages\/292\/revisions\/3275"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/dayangnorhayati\/wp-json\/wp\/v2\/media?parent=292"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}