GRANT(PI & MEMBERS)
20
PUBLICATIONS
24
INDEXED PUBLICATION
13
TOTAL STUDENTS
H-INDEXED (SCOPUS)
CITATIONS (SCOPUS)
Grant (PI)
NATIONAL GRANTS
                                    1
                                UNIVERSITY FUND
                                    2
                                TOTAL
                                Publications
INDEXED PUBLICATION
                                    13
                                NON-INDEXED PUBLICATION
                                    7
                                OTHERS PUBLICATION
                                    4
                                TOTAL
                                Supervisions
PHD
                                    11
                                MASTER
                                    9
                                TOTAL
                            
Legend : SPONSOR TYPE OF GRANT
| Grant Name | Year | 
|---|---|
| NT 3.4 : Quantum Computational AI Models for Robust STP Transaction Processing RUG OF UTM UTM NEXUS Translasi  | 
                                        2025 | 
| ESTABLISHMENT OF A NATIONAL FAMILY REGISTRY IN MALAYSIA: ENHANCING GOVERNANCE THROUGH INTEGRATED FAMILY DATA MANAGEMENT LEMBAGA PENDUDUK DAN PEMBANGUNAN KELUARGA NEGARA (LPPKN) Government Agency Grant  | 
                                        2025 | 
| A Novel Weighting Scheme Model in Interconnected Proteins and Pathway Topology Similarities: Directed Random Walk-based Cancer Biomarker Discovery Fundamental Research Grant Scheme  | 
                                        2024 | 
| Continuous Learning Code-Mixed Embeddings with Recurrent Neural Networks to Solve Code Mixing in Malay Chatbot Fundamental Research Grant Scheme  | 
                                        2024 | 
| Augmented Fine-Grained Multimodal User Interaction with Proximal Policy Optimization for Prioritizing Android Application Test Cases Fundamental Research Grant Scheme  | 
                                        2024 | 
| F4+ 3.2: Animated Data Visualization and Extended Reality Simulator of Human Circulatory System RUG OF UTM Geran Penyelidikan Hi-Tech(F4)  | 
                                        2024 | 
| ConvLSTM Model for Hazardous Area Classification from Toxic Spills RUG OF UTM UTM Fundamental Research  | 
                                        2024 | 
| Attention-Based Bidirectional Long Short Term Memory Network for Early Major Depression Disorder Detection in social media Text. RUG OF UTM UTM Fundamental Research  | 
                                        2023 | 
| New Malay Polysemy Word Sense Disambiguation Method based on Fuzzy Hypergraph for Malay Text Summarization Fundamental Research Grant Scheme  | 
                                        2023 | 
| Comprehensive Analysis of Wearable Sensor Data for Sleep Quality and Daily Step Count Estimation and Prediction Using Deep Learning (Walk More Save More (WMSM)) Etiqa Digital Solutions Sdn. Bhd. Contract  | 
                                        2023 | 
| Analytical Study and prototype on driver behavior analysis using vehicular data (Drive Less Save More (DLSM)) Etiqa Digital Solutions Sdn. Bhd. Contract  | 
                                        2023 | 
| Conditional Bayesian Sentence Level Emotion Tagging of Malay Language RUG OF UTM UTM Fundamental Research  | 
                                        2022 | 
| UTMSPC 1.26 :Learning Data Structure and Algorithm Programming Using  Augmented Reality UTM SPACE QUICK WIN RESEARCH GRANT  | 
                                        2022 | 
| SOFTWARE TESTING AND SOFTWARE MAINTENANCE OF JOHOR STATE LEGISLATIVE ASSEMBLY MANAGEMENT INFORMATION SYSTEM (e-ADUN) GATES IT SOLUTION SDN. BHD. Contract Research DTD  | 
                                        2021 | 
| INDEPENDENT VALIDATION AND VERIFICATION (IV & V) MAINTENANCE TESTING OF SMALL AND MEDIUM ENTERPRISE HIGH IMPACT PROGRAMME 1 (SME HIP 1) INTEGRATION PROJECT GATES IT SOLUTION SDN. BHD. Contract Research DTD  | 
                                        2021 | 
| ENSEMBLE ADAPTIVE WEIGHTING AND INTEGRATION-BASED FUZZY INFERENCE SYSTEMS RUG OF UTM UTM Encouragement Research  | 
                                        2020 | 
| PELAKSANAAN KAJIAN PENAMBAHBAIKAN PROSES PERNIAGAAN UNTUK JABATAN KEHAKIMAN MAHKAMAH SYARIAH MALAYSIA NEGERI JOHOR GATES IT SOLUTION SDN. BHD. Contract Research DTD  | 
                                        2020 | 
| PELAKSANAAN KAJIAN PENAMBAHBAIKAN PROSES PERNIAGAAN UNTUK BADAN KAWAL SELIA AIR JOHOR (BAKAJ) GATES IT SOLUTION SDN. BHD. Contract Research DTD  | 
                                        2020 | 
| DENGUE OUTBREAK PREVENTION THROUGH SUSTAINABLE COMMUNITY EMPOWERMENT PROGRAM USING IR4.0 TECHNOLOGY ADOPTION RUG OF UTM UTM High Impact Research  | 
                                        2020 | 
Legend : PUBLICATION CATEGORY TYPE OF AUTHORS
| Publication Name | Year | 
|---|---|
| 
                                            Predicting Child Alimony Under Islamic Shariah Law Using Hybrid Fuzzy Inference System
                                             INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus CO-AUTHOR  | 
                                        2024 | 
| 
                                            Systematic Literature Review: An Early Detection For Schizophrenia Classification Using Machine Learning Algorithms
                                             INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION Publication In Scopus FIRST UTM CORRESPONDING AUTHOR  | 
                                        2024 | 
| 
                                            Exploring Current Methods And Trends In Text Summarization: A Systematic Mapping Study
                                             INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION Publication In Scopus CO-AUTHOR  | 
                                        2024 | 
| 
                                            Real-Time Smart Driver Sleepiness Detection By Eye Aspect Ratio Using Computer Vision
                                             INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus FIRST UTM CORRESPONDING AUTHOR  | 
                                        2024 | 
| 
                                            Employee Management System For Enterprise Company
                                             INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed UTM FIRST AUTHOR  | 
                                        2024 | 
| 
                                            Breast Cancer Prediction Using Support Vector Machine Ensemble With Pca Feature Selection Method
                                             INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed UTM FIRST AUTHOR  | 
                                        2024 | 
| 
                                            Marker-Based Augmented Reality Application For Car Basic Maintenance
                                             INT. JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR  | 
                                        2023 | 
| 
                                            Development Of Tutoring Management System (Tms) For Private Tutors
                                             FINAL YEAR PROJECT OF SOFTWARE ENGINEERING 1ST EDITION Book Chapter CO-AUTHOR  | 
                                        2023 | 
| 
                                            Comparative Studies Of Facial Emotion Detection In Online Learning
                                             AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-AUTHOR  | 
                                        2023 | 
| 
                                            E-Voting Blockchain: Enhancing The Security And Transparency Of Digital Voting
                                             THE 3RD INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS 2023 (ICICYTA) Publication In Scopus CO-AUTHOR  | 
                                        2023 | 
| 
                                            Transformer In Mrna Degradation Prediction
                                             INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION Publication In Scopus 2ND UTM CORRESPONDING AUTHOR  | 
                                        2023 | 
| 
                                            Handheld Augmented Reality Application For 3d Fruits Learning
                                             INTERNAITONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR  | 
                                        2022 | 
| 
                                            Ar Based User Manual For Receipt Printer Configuration
                                             INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR  | 
                                        2022 | 
| 
                                            Comparison Of Meta-Heuristic Algorithms For Fuzzy Modelling Of Covid-19 Illness’ Severity Classification
                                             IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE Publication In Scopus UTM FIRST AUTHOR  | 
                                        2022 | 
| 
                                            Software Defect Prediction Framework Using Hybrid Software Metric
                                             INTERNATIONAL JOURNAL ON INFORMATICS VISUALIZATION Publication In Scopus CO-AUTHOR  | 
                                        2022 | 
| 
                                            The Metaverse
                                             UTM NEXUS Publication In Academic And Profesional Magazine CO-AUTHOR  | 
                                        2022 | 
| 
                                            Enhancing Prediction Of Employability Of
Students: Automated Machine Learning
Approach
                                             2022 2ND INTERNATIONAL CONFERENCE ON INTELLIGENT CYBERNETICS TECHNOLOGY & APPLICATIONS (ICICYTA) Publication In Scopus CO-AUTHOR  | 
                                        2022 | 
| 
                                            A Review On Search-Based Mutation Testing
                                             ACADEMIA OF INFORMATION COMPUTING RESEARCH Journal Article Non Citation-Indexed CO-AUTHOR  | 
                                        2022 | 
| 
                                            Mangrove Accretion And Depletion Monitoring Using Remote Sensing Application In Ramsar Conventionsite Of Tanjung Piai, Malaysia
                                             ACADEMIA OF INFORMATION COMPUTING RESEARCH Journal Article Non Citation-Indexed CO-AUTHOR  | 
                                        2022 | 
| 
                                            A Systematic Literature Review Of Machine Learning Methods In Predicting Court Decisions
                                             IAES INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE (IJ-AI) Publication In Scopus UTM FIRST AUTHOR  | 
                                        2021 | 
| 
                                            Video Steganography Using 3d Distance Calculator Based On Ycbcr Color Components
                                             INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus CO-AUTHOR  | 
                                        2021 | 
| 
                                            Microsleep Accident Prevention For Smart Vehicle Via Image Processing Integrated With Artificial Intelligent 
                                             JOURNAL OF PHYSICS: CONFERENCE SERIES (JPCS) Publication In Scopus CO-AUTHOR  | 
                                        2021 | 
| 
                                            Prediction Of Hepatitis C Patient By Using Support Vector Machine
                                             UTM COMPUTING PROCEEDING Proceedings UTM FIRST AUTHOR  | 
                                        2021 | 
| 
                                            Microsleep Accident Preventation For Smart Vehicle Via Image Processing Integrated With Artificial Intelligent
                                             THE 3RD INTERNATIONAL CONFERENCE ON APPLIED COMPUTING ICAC2021 Conference Paper CO-AUTHOR  | 
                                        2021 | 
Legend : IP CATEGORY IP LEVEL
| Intellectual Property Name | Grant Register No. | IP Level | IP Category | 
|---|---|---|---|
| ALKIRE-FOSTER-BASED QUANTIFICATION IN MEASURING MULTIDIMENSIONAL POVERTY INDICATORS USING INTELLIGENT ANFIS. | LY2020006197 | NATIONAL | COPYRIGHT | 
Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL
| Supervision List | 
|---|
| 
                                            ASRAFUL SYIFAA' BINTI AHMAD ENHANCED FACIAL EMOTION DETECTION BASED ON ENSEMBLE REGION OF INTEREST PHD GRADUATED CO-SUPERVISOR 2025  | 
                                    
| 
                                            LI JUNHAN EFFECTIVE FUZZY APPROACHES FOR DEEP LEARNING SYSTEM TEST CASE SELECTION A SYSTEMATIC LITERATURE REVIEW PHD ON GOING SUPERVISOR  | 
                                    
| 
                                            HUDA GHALIB ALI ABDULLAH ISKANDAR AMYOTROPHIC LATERAL SCLEROSIS PROGRESSION PREDICTION MODEL BASED ON SEQUENTIAL CONVOLUTIONAL NEURAL NETWORK PHD ON GOING CO-SUPERVISOR  | 
                                    
| 
                                            INDRADEVI A/P VIKNESHWARAN PHD ON GOING SUPERVISOR  | 
                                    
| 
                                            AYEMOWA MATTHEW OJO ENHANCING CROSS DOMAIN RECOMMENDER SYSTEM USING GENERATIVE ARTIFICIAL INTELLIGENCE WITH AUXILIARY INFORMATION PHD ON GOING CO-SUPERVISOR  | 
                                    
| 
                                            TAN CHUN MING PHD ON GOING SUPERVISOR  | 
                                    
| 
                                            KESHINIY A/P MOGAN PHD ON GOING SUPERVISOR  | 
                                    
| 
                                            SYAZWANI BINTI YAHYA PHD ON GOING SUPERVISOR  | 
                                    
| 
                                            SITI NURKAMILAH BINTI SAIFUL BAHARI PHD ON GOING SUPERVISOR  | 
                                    
| 
                                            NUR AQILAH KHADIJAH BINTI ROSILI PREDICTING COURT DECISIONS FOR ALIMONY USING SUPPORT VECTOR MACHINE AND REGRESSION METHOD.   PHD ON GOING CO-SUPERVISOR  | 
                                    
| 
                                            SITI NURAINNA BINTI WAHID MASTER GRADUATED SUPERVISOR 2024  | 
                                    
| 
                                            MUHAMMAD AMIRUL ZAIM B. MAT JEMIM HYBRID SOFTWARE METRIC FOR SOFTWARE FAULT PREDICTION MASTER GRADUATED CO-SUPERVISOR 2024  | 
                                    
| 
                                            LI XINYA MASTER ON GOING SUPERVISOR  | 
                                    
| 
                                            SITI SYAHIRAH BINTI MOHD YUNUS MASTER ON GOING SUPERVISOR  | 
                                    
| 
                                            LIU MINGJIE MASTER GRADUATED SUPERVISOR 2025  | 
                                    
| 
                                            MUHAMMAD FARIS FAISAL BIN AHMAD RADDI WORD SENSE DISAMBIGUATION METHOD IN MALAY TEXT SUMMARIZATION MASTER ON GOING CO-SUPERVISOR  | 
                                    
| 
                                            CHEN MINGWEI MASTER ON GOING SUPERVISOR  | 
                                    
| 
                                            FARAH NABILAH BINTI NAJMUDIN MASTER ON GOING CO-SUPERVISOR  | 
                                    
| 
                                            ROSHINI MASTER ON GOING SUPERVISOR  |