No | Title of Project | Type of Grant | Role | Amount/date |
| 1 | Learning from Imbalanced and Small Datasets to Improve Assembly Test Semiconductor | INTEL Corporation USA | Researcher | RM207,118.89 (2009-2011) |
| 2 | A Two-Step Learning Mechanism of Artificial Neural Network (ANN) for Imbalanced Dataset Problem | FRGS Vot: – | Researcher | RM24,000.00 (2010-2012) |
| 3 | Incorporating Knowledge from Domain Expert to Improve Bayesian Network Learning Mechanism for Imbalanced Dataset Problem | FRGS Vot: – | Researcher | RM52,000.00 (2010-2012) |
| 4 | An Extended Nadaraya-Watson Kernel Regression for Function Approximation Under Condition of Small Sample Sets | FRGS Vot: – | Researcher | RM39,200.00 (2010-2012) |
| 5 | A New Approach in Incorporating Prior Knowledge into Kernel-Based Regression Based on Pareto Optimality Concept in Solving Small Sample Problems | FRGS Vot: 4F331 | Project Leader | RM102,000.00 (2013-2016) |
| 6 | Incorporating Non-Dominated Solutions to Improve Vector Evaluated Gravitational Search Algorithm (VEGSA) for Multi-Objective Optimization Problems | FRGS Vot: 4F615 | Researcher | RM52,000.00 (2014-2016) |
| 7 | Quantification Of The Effect Of Reverberant Condition On Bahasa Melayu Speech Intelligibility | Tier 1 UTM Vot: 08H76 | Researcher | RM20,000.00 (2014-2015) |
| 8 | The Formulation Of Malay Speech Intelligibility Model Using Analytical Hierarchy Process | FRGS Vot: 4F486 | Researcher | RM60,000.00 (2014-2016) |
| 9 | Modeling and Tracking of Oil Spill using Swarm Robotics with Fuzzy Based Controller | FRGS Vot: 4F801 | Researcher | RM 127,500.00 (2015-2018) |
| 10 | Motor Imagery of Brain Computer Interface with Improved Common Spatial Pattern in Analyzing EEG Signal for Stroke Patients | Aunseed/Net, JICA Vot: 4B188 | Project Leader | RM198,159.50 (2015-2017) |
| 11 | Classification Of Brain Signal For Normal Person And Stroke Patients For Application In Brain Computer Interface | Tier 2 UTM Vot: 10J98 | Project Leader | RM 20,000.00 (2015-2016) |
| 12 | Enhanced Common Spatial Pattern in Analyzing EEG Signal for Stroke Patients Matching Grant | Vot: 00M79 | Project Leader | RM70,000.00 (2015-2017) |
| 13 | Mask Covariance Of Common Spatial Pattern for Brain Computer Interface | Tier 1 UTM Vot: 13H71 | Project Leader | RM50,000.00 (2016-2018) |
| 14 | Cloud Optical Depth Retrieval via Infrared Radiation Analysis for Solar Radiation Prediction Takasago | Vot : 4B262 | Researcher | RM100,000.00 (2016-2018) |
| 15 | Operation and Relief System Plan: Machine Learning and Drones for Disaster Response and Relief Operation | MOHE, UTM Vot: 4J276 | Researcher | RM500,000.00 (2017-2019) |
| 16 | Early Detection of Dementia In EEG Signals Using Advanced Signal Processing Techniques | DPUTMRAZAK Vot: 4J301 | Researcher | RM32,000.00 (2017-2019) |
| 17 | Real Time Occupancy Model using Deep Learning with IoT Sensors Technology for HVAC Predictive Operation Takasago | Vot : 4B319 | Project Leader | RM100,000.00 (2017-2019) |
| 18 | Robust-Formation Control of Autonomous Underwater Vehicles based on Consensus Algorithm Flagship | Vot: 03G87 | Researcher | RM50,000.00 (2017-2019) |
| 19 | Water Pollution Sensing in Rivers of Malaysia and Database Construction | Tier 1 UTM Vot: 19H97 | Researcher | RM50,000.00 (2018-2020) |
| 20 | The Design of Spatial Selection Using Cur Decomposition to Improve Common Spatial Pattern for Multi-Trial EEG Classification | Tier 1 UTM Vot: 20H34 | Researcher | RM50,000.00 (2018-2020) |
| 21 | Development Smart Embedded-Analytics Sensors And Cloud-Based Management Systems For Heating, Ventilation, And Air Conditioning (HVAC) System | CRG UTM Vot: 04G64 | Researcher | RM160,000.00 (1/7/2018-31/12/2020) |
| 22 | HVAC Predictive System based on Deep Learning for Occupancy Modelling | IIIG UTM Vot:01M21 | Project Leader | RM20,000.00 (1/8/2018-31/1/2021) |
| 23 | Decentralized Architecture of Rnn-Based Smart Controller for Hvac System | IIG UTM Vot:01M18 | Researcher | RM20,000.00 (1/5/2018-30/4/2019) |
| 24 | Study of Human-Like Robotic Hand Using Soft Mckibben Actuator Controlled by Artificial Intelligence Approach Sesak: A Crowd Simulation Software Prototype For Systematic Crowd Management System | Flagship UTM Vot:04G98 | Researcher | RM40,000.00 (1/8/2018-31/1/2019) |
| 25 | Sesak: A Crowd Simulation Software Prototype For Systematic Crowd Management System | PRGS-ICC UTM Vot: 4J360 | Researcher | RM20,000.00 (1/9/2018-31/8/2019) |
| 26 | UTM-TDR28.3(T2): Modeling And Optimization of Magnetorheological Elastomer Rheological Behavior Via Machine-Learning Approach | UTM-DR UTM Vot:07G19 | Researcher | RM35,200.00 (1/12/2018-31/5/2020) |
| 27 | Kajian Kompetensi Industri 4.0 Dengan Jabatan HSE Di UMW | CR DTD Vot:4C214 | Researcher | RM58,275.00 (11/10/2018-10/4/2019) |
| 28 | Kajian Keberkesanan dan Penambah Baikkan Modul Latihan Kompetensi Industri 4.0 dengan Jabatan HSE di UMW | IIIG UTM Vot:01M45 | Researcher | RM20,000.00 (1/5/2019-31/10/2021) |
| 29 | Pose Skeleton Estimation With Advanced Optical Flow Using Deep Learning For Human Action Detection | TIER 2 UTM Vot:15J78 | Project Leader | RM30,000.00 (01/08/2019-31/01/2022) |
| 30 | Artificial Intelligence Deep Learning Models For Picture-Based Defect Classification | Contract Research DTD | Project Leader | RM35,000.00 (26/07/2019-25/01/2021) |
| 31 | Industrial Defect Detection for wafer semiconductor using artificial intelligence technology | IIIG UTM Vot:01M84 | Project Leader | RM15,000.00 (01/11/2019-30/04/2021) |
| 32 | PPRN 3 MOE : Artificial Intelligence and Conditioning Base Monitoring Tools Software Development for Rotating Equipment | PPRN Vot:4L440 | Project Leader | RM49,000.00 (23/12/2019-22/06/2021) |
| 33 | PPRN 3 IND : Artificial Intelligence and Conditioning Base Monitoring Tools Software Development for Rotating Equipment | PPRN Vot:4C330 | Project Leader | RM21,000.00 (23/12/2019-22/06/2021) |
| 34 | Imbalanced Strategy For Wafer Defect Classification Using Fully Convolutional Neural Network | UTMFR UTM Vot:21H17 | Project Leader | RM63,000.00 (01/01/2020-30/06/2022) |
| 35 | Transforming Time To Spatial Domain For Eeg Signal Using Cnn Classification | Matching Grant Vot:01M92 | Project Leader | RM17,459.55 (01/01/2020-30/06/2021) |
| 36 | Portable & Rapid Body Temperature Measurement | UTM R&D Fund Vot:4J451 | Project Leader | RM40,000.00 (01/04/2020-31/05/2020) |
| 37 | Investigation of finger musculoskletal pinching motion using soft Mckibben actuator with machine learning adoption | FRGS Grant Vot:5F137 | Researcher | RM129,500.00 (1/9/2019-31/5/2023) |
| 38 | CRG 30.0 : Smart Robotics System For Search And Rescue | CRG Grant Vot:08G30 | Reseracher | RM100,000.00 (1/11/2019-30/4/2022) |
| 39 | Non-Cooperative Optimization of Electric Vehicle Charging Through Multi-Agent Deep Reinforcement Learning | FRGS Grant Vot:5F348 | Researcher | RM118,400.00 (1/11/2020-31/10/2022) |
| 40 | Identification of microalgae by graphical image using deep learning technology | FRGS Grant Vot:5F418 | Researcher | RM146,000.00 (1/11/2020-31/10/2022) |
| 41 | Crowd Simulation Software Prototype for Systematic Crowd Management System | UTMPR Grant Vot:00L31 | Researcher | RM45,000.00 (1/1/2020-30/6/2022) |
| 42 | Artificial Intelligence Vision System for Calf Weight Estimation | MYRUN Vot:4B558 | Researcher | RM109,800.00 (01/04/2020-31/12/2021) |
| 43 | Predictive Modeling for Prevention and Control of COVID-19 Disease | UTMER Grant Vot:18J91 | Researcher | RM56,000.00 (1/10/2020-30/9/2022) |
| 44 | An Improved Inventory Management Process for Human Machine Warehouse Management System | IIIG Grant Vot:02M64 | Researcher | RM20,000.00 (1/11/2020-31/10/2021) |
| 45 | A Simulated Annealing Approach for Optional Storing in A Semi-Automated Warehouse | Contract Research Vot:4C355 | Researcher | RM120,000.00 (01/04/2020-31/03/2021) |
| 46 | Penyelidikan Pembangunan Sistem Operasi High Performance Computing (HPC) Untuk Pusat Kajian Lembangan Sungai, NAHRIM | Contract Grant NAHRIM Vot:4C397 | Project Leader | RM500,000.00 (01/08/2020-28/02/2021) |
| 47 | Development of Artificial Intelligence Inspection System on Thermography Images For 33kV Switchgears & System Migration | Contract Grant TNB Research Sdn Bhd Vot:4C425 | Project Leader | RM170,000.00 (14/10/2020-15/06/2021) |
| 48 | MYLAB 1 MOHE : Defect Inspection using Deep Learning Computer Vision for Software as a Service (SaaS) | MyLAB MOHE Vot:4L916 | Project Leader | RM984,316.80 (01/10/2020-30/09/2022) |
| 49 | MYLAB 1 IND : Defect Inspection using Deep Learning Computer Vision for Software as a Service (SaaS) | MyLAB Industry Vot:4B611 | Project Leader | RM51,806.15 (01/10/2020-30/09/2022) |
| TOTAL AMOUNT OF GRANTS (RM) | 5,078,735.89 |
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