| No | Name of Grant | Role | Category of Grant | Type of Grant | Amount (RM) |
| 1 | Learning from Imbalanced and Small Datasets to Improve Assembly Test Semiconductor (2009 – 2011) | Researcher | Others | INTEL Corporation USA | 207,118.89 |
| 2 | A Two-Step Learning Mechanism of Artificial Neural Network (ANN) for Imbalanced Dataset Problem (2010 – 2012) | Researcher | Others | FRGS | 24,000.00 |
| 3 | Incorporating Knowledge from Domain Expert to Improve Bayesian Network Learning Mechanism for Imbalanced Dataset Problem (2010 – 2012) | Researcher | Others | FRGS | 52,000.00 |
| 4 | An Extended Nadaraya-Watson Kernel Regression for Function Approximation Under Condition of Small Sample Sets (2010 – 2012) | Researcher | Others | FRGS | 39,200.00 |
| 5 | A New Approach in Incorporating Prior Knowledge into Kernel-Based Regression Based on Pareto Optimality Concept in Solving Small Sample Problems (16/12/2013 – 31/5/2016) | Project Leader | Others | FRGS (R.J130000.7823.4F331) | 102,000.00 |
| 6 | Incorporating Non-Dominated Solutions to Improve Vector Evaluated Gravitational Search Algorithm (VEGSA) for Multi-Objective Optimization Problems (01/12/2014 – 30/11/2016) | Researcher | Others | FRGS (R.J130000.7823.4F615) | 52,000.00 |
| 7 | Quantification Of The Effect Of Reverberant Condition On Bahasa Melayu Speech Intelligibility (01/07/2014 – 31/07/2015) | Researcher | UTM | Tier 1 (Q.J130000.2523.08H76) | 20,000.00 |
| 8 | The Formulation Of Malay Speech Intelligibility Model Using Analytical Hierarchy Process (01/07/2014 – 30/06/2016) | Researcher | Others | FRGS (R.J130000.7823.4F486) | 60,000.00 |
| 9 | Modelling and Tracking of Oil Spill using Swarm Robotics with Fuzzy Based Controller (02/11/2015 – 28/02/2019) | Researcher | Others | FRGS (R.K130000.7843.4F801) | 127,500.00 |
| 10 | Motor Imagery of Brain Computer Interface with Improved Common Spatial Pattern in Analyzing EEG Signal for Stroke Patients (01/05/2015 – 31/03/2017) | Project Leader | Others | Aunseed/Net, JICA (R.K130000.7343.4B188) | 198,159.50 |
| 11 | Classification Of Brain Signal For Normal Person And Stroke Patients For Application In Brain Computer Interface (01/05/2015 – 31/07/2016) | Project Leader | UTM | Tier 2 UTM (Q.K130000.2643.10J98) | 20,000.00 |
| 12 | Enhanced Common Spatial Pattern in Analyzing EEG Signal for Stroke Patients (01/08/2015 – 31/07/2017) | Project Leader | UTM | Matching Grant (Q.K130000.3043.00M79) | 70,000.00 |
| 13 | Mask Covariance Of Common Spatial Pattern for Brain Computer Interface (01/07/2016 – 30/06/2018) | Project Leader | UTM | Tier 1 UTM (Q.K130000.2543.13H71) | 50,000.00 |
| 14 | Cloud Optical Depth Retrieval via Infrared Radiation Analysis for Solar Radiation Prediction (01/11/2016 – 31/10/2018) | Researcher | Others | Takasago (R.K130000.7343.4B262) | 100,000.00 |
| 15 | Operation and Relief System Plan: Machine Learning and Drones for Disaster Response and Relief Operation (01/03/2017 – 29/02/2020) | Researcher | UTM | MOHE, UTM (R.K130000.7843.4J276) | 500,000.00 |
| 16 | Early Detection of Dementia In EEG Signals Using Advanced Signal Processing Techniques (01/08/2017 – 31/10/2019) | Researcher | UTM | DPUTMRAZAK (R.K130000.7340.4J301) | 32,000.00 |
| 17 | Real Time Occupancy Model using Deep Learning with IoT Sensors Technology for HVAC Predictive Operation (12/12/2017 – 31/03/2020) | Project Leader | Others | Takasago (R.K130000.7343.4B319) | 100,000.00 |
| 18 | Robust-Formation Control of Autonomous Underwater Vehicles based on Consensus Algorithm (15/11/2017 – 14/11/2019) | Researcher | UTM | Flagship (Q.K130000.2443.03G87) | 50,000.00 |
| 19 | Water Pollution Sensing in Rivers of Malaysia and Database Construction (01/02/2018 – 31/01/2021) | Researcher | UTM | Tier 1 (Q.K130000.2543.19H97) | 50,000.00 |
| 20 | The Design of Spatial Selection Using Cur Decomposition to Improve Common Spatial Pattern for Multi-Trial EEG Classification (01/02/2018 – 31/01/2020) | Researcher | UTM | Tier 1 (Q.K130000.2543.20H34) | 50,000.00 |
| 21 | Development Smart Embedded-Analytics Sensors And Cloud-Based Management Systems For Heating, Ventilation, And Air Conditioning (HVAC) System (01/07/2018 – 30/12/2020) | Project Leader | UTM | CRG (Q.K130000.2443.04G64) | 160,000.00 |
| 22 | HVAC Predictive System based on Deep Learning for Occupancy Modelling (01/08/2018 – 31/01/2021) | Project Leader | UTM | IIIG (Q.K130000.3043.01M21) | 20,000.00 |
| 23 | Decentralized Architecture of Rnn-Based Smart Controller for Hvac System (01/05/2018 – 30/04/2019) | Researcher | UTM | IIIG (Q.K130000.3043.01M18) | 20,000.00 |
| 24 | Study of Human-Like Robotic Hand Using Soft Mckibben Actuator Controlled by Artificial Intelligence Approach (01/08/2018 – 31/01/2021) | Researcher | UTM | Flagship (Q.J130000.2451.04G98) | 40,000.00 |
| 25 | Sesak: A Crowd Simulation Software Prototype For Systematic Crowd Management System (01/09/2018 – 31/08/2019) | Researcher | UTM | PRGS-ICC | 20,000.00 |
| 26 | UTM-TDR28.3(T2): Modeling And Optimization of Magnetorheological Elastomer Rheological Behavior Via Machine-Learning Approach (01/12/2018 – 31/05/2022) | Researcher | UTM | UTM-TDR (Q.K130000.3556.07G19) | 35,200.00 |
| 27 | Kajian Kompetensi Industri 4.0 Dengan Jabatan HSE Di UMW (11/10/2018 – 10/04/2019) | Researcher | Others | CR DTD (R.J130000.7651.4C214) | 58,275.00 |
| 28 | Kajian Keberkesanan dan Penambah Baikkan Modul Latihan Kompetensi Industri 4.0 dengan Jabatan HSE di UMW (01/05/2019 – 31/10/2021) | Researcher | UTM | IIIG (Q.J130000.3051.01M45) | 20,000.00 |
| 29 | Pose Skeleton Estimation With Advanced Optical Flow Using Deep Learning For Human Action Detection (01/08/2019 – 31/01/2022) | Project Leader | UTM | Tier 2 (Q.K130000.2643.15J78) | 30,000.00 |
| 30 | Artificial Intelligence Deep Learning Models For Picture-Based Defect Classification (26/07/2019 – 25/01/2021) | Project Leader | Others | Contract Research DTD (R.K130000.7643.4C281) | 35,000.00 |
| 31 | Industrial Defect Detection for wafer semiconductor using artificial intelligence technology (01/11/2019 – 30/04/2021) | Project Leader | UTM | IIIG (Q.K130000.3043.01M84) | 15,000.00 |
| 32 | PPRN 3 MOE : Artificial Intelligence and Conditioning Base Monitoring Tools Software Development for Rotating Equipment (23/12/2019 – 22/06/2021) | Project Leader | Others | PPRN (R.K130000.7843.4L440) | 49,000.00 |
| 33 | PPRN 3 IND : Artificial Intelligence and Conditioning Base Monitoring Tools Software Development for Rotating Equipment (23/12/2019 – 22/06/2021) | Project Leader | Others | PPRN (R.K130000.7643.4C330) | 21,000.00 |
| 34 | Imbalanced Strategy For Wafer Defect Classification Using Fully Convolutional Neural Network (01/01/2020 – 30/06/2022) | Project Leader | UTM | UTMFR (Q.K130000.2543.21H17) | 63,000.00 |
| 35 | Transforming Time To Spatial Domain For Eeg Signal Using Cnn Classification (01/01/2020 – 30/06/2021) | Project Leader | UTM | Matching Grant (Q.K130000.3043.01M92) | 17,459.55 |
| 36 | Portable & Rapid Body Temperature Measurement (01/04/2020 – 31/05/2020) | Project Leader | UTM | UTM R&D Fund (R.K130000.7743.4J451) | 40,000.00 |
| 37 | Investigation of finger musculoskletal pinching motion using soft Mckibben actuator with machine learning adoption (01/09/2019 – 31/05/2023) | Researcher | Others | FRGS Grant (R.K130000.7809.5F137) | 129,500.00 |
| 38 | CRG 30.0 : Smart Robotics System For Search And Rescue (01/11/2019 – 30/04/2022) | Researcher | UTM | CRG Grant (Q.J130000.2409.08G30) | 100,000.00 |
| 39 | Non-Cooperative Optimization of Electric Vehicle Charging Through Multi-Agent Deep Reinforcement Learning (01/11/2020 – 31/10/2022) | Researcher | Others | FRGS Grant (R.K130000.7843.5F348) | 118,400.00 |
| 40 | Identification of microalgae by graphical image using deep learning technology (01/11/2020 – 31/10/2022) | Researcher | Others | FRGS Grant (R.K130000.7843.5F418) | 146,000.00 |
| 41 | Crowd Simulation Software Prototype for Syatematic Crowd Management System (01/01/2020 – 30/06/2022) | Researcher | UTM | UTMPR Grant (Q.J130000.2851.00L31) | 45,000.00 |
| 42 | Artificial Intelligence Vision System for Calf Weight Estimation (01/04/2020 – 31/12/2021) | Researcher | Others | MYRUN (R.K130000.7343.4B558) | 109,800.00 |
| 43 | Predictive Modeling for Prevention and Control of COVID-19 Disease (01/10/2020 – 30/09/2022) | Researcher | UTM | UTMER Grant (Q.K130000.3856.18J91) | 56,000.00 |
| 44 | An Improved Inventory Management Process for Human Machine Warehouse Management System (01/11/2020 – 31/10/2021) | Researcher | UTM | IIIG Grant (Q.K130000.3643.02M64) | 20,000.00 |
| 45 | A Simulated Annealing Approach for Optional Storing in A Semi-Automated Warehouse (01/04/2020 – 31/03/2021) | Researcher | Others | Contract Research (R.K130000.7643.4C355) | 120,000.00 |
| 46 | Penyelidikan Pembangunan Sistem Operasi High Performance Computing (HPC) Untuk Pusat Kajian Lembangan Sungai, NAHRIM | Project Leader | Others | Contract Grant NAHRIM (R.K130000.7643.4C397) | 500,000 |
| 47 | Development of Artificial Intelligence Inspection System on Thermography Images For 33kV Switchgears & System Migration (14/10/2020 – 15/06/2021) | Project Leader | Others | Contract Grant TNB Research Sdn Bhd (R.K130000.7643.4C425) | 170,000 |
| 48 | MYLAB 1 MOHE : Defect Inspection using Deep Learning Computer Vision for Software as a Service (SaaS) (01/10/2020 – 30/09/2022) | Project Leader | Others | MyLAB MOHE (R.K130000.7843.4L916) | 984,316.80 |
| 49 | MYLAB 1 IND : Defect Inspection using Deep Learning Computer Vision for Software as a Service (SaaS) (01/10/2020 – 30/09/2022) | Project Leader | Others | MyLAB Industry (R.K130000.7343.4B611) | 51,806.15 |
TOTAL AMOUNT OF GRANTS | 5,078,735.89 |