Publications

Indexed Journals, Book Chapters & Proceeding

1.Scopus Live

2.WoS Live

3.More publication list

Teaching

Courses taught across Computer Science and Software Engineering, with emphasis on programming foundations, web systems, and professional software development practices.

Supervision

Current Supervision

Doctoral (PhD)

• Nasibah Husna Binti Mohd Kadir
  Enhancing Workforce Dynamics: An Algorithmic Approach to Employee Rotation Optimization in Human Resource Management. (2024–ongoing)
• Norami Mastura Binti Abdul Halim
  Machine Learning for Predicting Student Performance. (2024–ongoing)
• Huang XinXin (Co-Supervisor)
  Modelling Young Adult Physical Fitness. (2023–ongoing)
• Noraina Hafizan Norman (Co-Supervisor)
  Fully Automated Neural Network for Classification of Cervical Vertebral Maturation as a Biologic Indicator of Skeletal Maturity. (2023–ongoing)

Masters by Research

• Sasha Farhana Shamsul Anwar
  A Model for Building Software Defect Prediction. (2020–ongoing)
• Abang Asyraaf Aiman Abang Azahari
  Data-Driven Selection Model for Optimizing Active Learning Method Using Recommender Approach. (2023–ongoing)
• Muhammad Luqman Arif Bin Muhazzib (Co-Supervisor)
  Development of Legal Aid Advisory System for Potholes Accident Victims Using Knowledge Base. (2025–ongoing)

Completed Supervision

Doctoral (PhD)

• Jafhate Edward (Main Supervisor)
  An Ensemble Clustering Algorithm for Modelling Highly Imbalanced Data. (2020–2024)
• Gao Xioling (Main Supervisor)
  An Improved Synthetic Oversampling to Overcome Multi-Class Imbalance for Deep Learning Image Recognition in the Wild. (2021–2025)
• Wang Yu Jiang (Main Supervisor)
  A New Oversampling Method for Multi-Class Imbalanced Medical Data Using Feature Selection and Fuzzy Membership. (2023–2026)
• Li Feng (Main Supervisor)
  Graph Neural Network with Multimodal Data for Fake News Detection from Social Media. (2021–2026)
• Zhang Fuye (Co-Supervisor)
  The Essential Significance of Technology, Processes and People during Software Project Development and Requirements in the Public Sector in China. (2021–2025)

Masters by Research

• Nurafifah Binti Mohd Nor (Co-Supervisor)
  Modelling Lower-Level Dependencies to Improve Coordination in Software Engineering Projects. (2023)
• Nurhayati Mohd Husni (Co-Supervisor)
  Cascading Transformation of Hektar REIT Web System Using Responsive Web Design Approach. (2019–2024)
• Nursyuhaila Yahaya (Co-Supervisor)
  Human Factors Model in Assessing Software Defect Reporting Quality and Productivity. (2019–2024)
• Nurul Farah Syahidah Mohamad Samuri (Co-Supervisor)
  Development and Assessment of a Prognostic Prediction Model of COVID-19 Cases in Malaysia. (2022–2025)

Masters by Coursework

• Syamsul Syafiq Syamsul Kamal — Real-Time Household Power Usage Monitoring Using Arduino Uno and SDM230-Modbus (2018)
• Muhammad Zabir Abdul Halim — Web-Based Customizable Human Resource Performance Review (2018)
• Nur Shuhada Mohd Rosli — System for Gestational Diabetes Mellitus Patients (2019)
• Marcella Onn — Classification of Familial Hypercholesterolemia Using Tree-Based ML Techniques (2020)
• Rosliyana Roslan — Patients Analytic on Familial Hypercholesterolemia (2020)
• Nur Zarna Elya Zakariya — Personalisation Fitness Data Using Behaviour Change Technique (2020)
• Norshafawati Azizam — Performance Evaluation of PWA vs Native Web App in Healthcare (2021)
• Siti Nur Shahidah Zaman Shah — Clustering FH Disease Using Data Mining (2021)
• Nurathirah Abd Rahim — Fake News Detection using NLP (2022)
• Ramadan Yacin Ibrahim — Evaluation of Web Application Vulnerability Scanner (2022)
• Hafeitz Onn — Predictive Model for Pathogenic Variants in FH Genes (2022)
• Mohd Khalil Khusairi Sulaiman — Performance Evaluation of Web Frameworks for E-commerce (2023)
• Fatin Nadhirah Azland — Predictive Analytics for Cardiovascular Risk (2023)
• Nurin Rohana Mohamad Bahrom — Explainable Ensemble Learning vs Logistic Regression for COVID-19 Mortality (2025)
• Ahmad Muzammil Halim — A Comparative Analysis on Deep Learning and Machine Learning for Cardiovascular Disease Prediction (2025)

Research Grants

National Grants

• Principal Researcher
  Data-driven Selection Model for Optimizing Active Learning Method Using Recommender Approach.
  Ministry of Education Malaysia (MOE) – Fundamental Research Grant Scheme (FRGS)
  2023–2026 ·Ongoing
• Principal Researcher
  Development of a Fully Automated Classification System of Cervical Vertebral Maturation Staging Using Deep Convolutional Neural Network.
  Ministry of Education Malaysia (MOE) – Prototype Research Grant Scheme (PRGS)
  2023–2026 · Ongoing
• Principal Researcher
  Analytics Dataset Metamodel for Data Interpretation with External Elements.
  Ministry of Education Malaysia (MOE) – Fundamental Research Grant Scheme (FRGS)
  2019–2021 · Completed
• Co-Researcher
  Development of a Portable Rapid Forensic Soil Probe for Enhanced Clandestine Grave Detection.
  Ministry of Education Malaysia (MOE) – Prototype Research Grant Scheme (PRGS)
  2025–2027 · Ongoing
• Co-Researcher
  Automated Teeth Detection and Labeling for Dental Charting Using CNN on 3D Intraoral Scans.
  Ministry of Education Malaysia (MOE) – Industry Matching Programme (IMaP)
  2024–2026 · Ongoing
• Co-Researcher
  Virtual Counselling Session Analysis Using Natural Language Processing (NLP).
  University of Malaya – SRP
  2024–2026 · Ongoing
• Co-Researcher
  Collaborative Intelligent Education Platform Using MVC Architecture.
  MOSTI & Yayasan Inovasi Malaysia (MOSTI–YIM)
  2021–2023 · Completed
• Co-Researcher
  Human Factors Model in Software Defect Reporting.
  Ministry of Education Malaysia (MOE) – FRGS
  2019–2022 · Completed
• Co-Researcher
  Inference Knowledge Formulation Schema.
  Ministry of Education Malaysia (MOE) – FRGS
  2016–2019 · Completed
• Co-Researcher
  A New Weighted-Goal-Scores Method for Determining Match Importance.
  Ministry of Education Malaysia (MOE) – FRGS
  2010–2013 · Completed
• Co-Researcher
  Extractive Summarization of Formal Malay Speeches.
  Ministry of Education Malaysia (MOE) – FRGS
  2010–2013 ·Completed

Internal Grants (Universiti Teknologi MARA)

• Co-Researcher
  Intelligent Computer Vision Model for Malaysian Edible Flower Recognition and Data Repository.
  Universiti Teknologi MARA – GPM
  2023–2026 · Ongoing
• Principal Researcher
  Modelling COVID-19 of Malaysian Patients for Effective Triage and Treatment.
  UiTM – LESTARI
  2020–2023 · Completed
• Principal Researcher
  Data Interpretation Metamodel for Evaluating the Quality of Data Sets.
  UiTM – REI
  2019–2022 · Completed
• Co-Researcher
  Development of Near-Patient Cholesterol Measuring Device Integrated with FH Screening Application.
  UiTM – UiTMSEL
  2022–2024 · Completed
• Co-Researcher
  Pembangunan Sistem Pengurusan Maklumat Penarafan UiTM.
  UiTM – BESTARI
  2022–2023 · Completed
• Co-Researcher
  FH CatScreen: Computerised FH Screening and Categorisation Tool for Malaysian Population.
  UiTM – SRP
  2021–2023 · Completed
• Co-Researcher
  Flexible Software Requirements Review Validation Framework.
  UiTM – BESTARI PERDANA
  2018–2019 · Completed
• Co-Researcher
  Automated Computer Application System for FH Screening and Categorisation.
  UiTM – MITRA
  2017–2020 · Completed
• Principal Researcher
  A New Noise Detection and Elimination Algorithm for Software Defect Prediction.
  UiTM – Dana Kecemerlangan
  2012–2014 · Completed
• Co-Researcher
  Measuring Level Perception.
  UiTM – Dana Kecemerlangan
  2010–2011 · Completed
• Co-Researcher
  Development of Mobile Learning Application for Enhancement of Teaching Tool.
  UiTM – Dana Kecemerlangan
  2008–2009 · Completed

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