
Professor Ir. Ts. Dr. Wan Khairunizam bin Wan Ahmad
khairunizam@unimap.edu.my
Position
Professor
Expert Area
Artificial Intelligence and Optimization
Professional Appointments
Jan 2018
Project Director
MY Auto Systema SDN BHD
Aug 2015 ~ July 2017
M&E Industrial Trainee
Syarikat Air Perlis
Apr 1999 ~ June 2000
R&D Engineer
Matsushita Electronic Motor (M) SDN BHD
Jan 2015
Assoc. Professor
UNIMAP
July 2000 ~ July 2004
Vocational Training Officer
MAJLIS AMANAH RAKYAT
Feb 2015 ~ Feb 2016
M&E Industrial Trainee
PROPEL BHD
Education
Sept 2009
Kagawa University
Doctor of Philosophy
Mac 1999
Yamaguchi University
B. Eng. Elec. Electronic
Awards & Recognition
2020
Best Paper Award (CSPA 2020)
2018
Outstanding Contribution in Reviewing (Elsevier)
2012
Anugerah Perkhidmatan Cemerlang UNIMAP (APC)
2006
IEEE Best Presentation Award
Research Grants
2020
Project Member
RESMATE UNIMAP entitled “Development of Vehicle-To Vehicle (V2V)Communication Systems for Vehicular Crash Prevention Application”. RM5,000.00
2019
Project Leader
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “Higher Order Spectra (HOS)-based Emotion Assessment for Stroke Patients using Electroencephalogram (EEG) Signal”. RM116,800.00
2019
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “Battery thermal management system emphasis on thermal comfort zone identification during fast charging of Lithium Ion Polymer Battery”. RM81,200.00
2019
Project Member
PROTON (IN) entitled “Dash Cam 360 Video Recorder with Integrated Vehicle Black Box Project”. RM115,000.00
2018
Project Member
UPM-SDR entitled “The manufacturability Study of Oil Palm Empty Safety Fruit Bunch (OPEFB) Fibre to Form into Polymer Composite Safety Helmet for Oil Palm Worker by Using Resin Transfer Moldings Process (RTM)”. RM10,000.00
2018
Project Member
ANCHOR entitled “A Study on Vehicle Deceleration Rate at Primary Accident Location To Avoid Secondary Accident / Collisions / Crashes Due to Troublemaking Phenomena for Improvement of ASEAN CUP Through Implementation of Autonomous Emergency Braking (AEB) Technology”. RM14,000.00
2018
Project Member
ANCHOR entitled “Design of Camera-Based Sideways Blind Spot Detection and Warning System in Visual Overlay Side Mirrors for Collision Prevention”. RM8,000.00
2018
Project Member
ANCHOR entitled “A Study of Optimal Visibility Range of a Traffic Controller Wirelessly in A CAV Test Bed to Improve Traffic Controls and Advance Safety Bracking (ASB) Technology in Autonomous Vehicle to Compliment ASEAN NCAP Future Vision”. RM14,000.00
2018
Project Member
ANCHOR entitled “Exploring the Perception and Attitude of Car Safety and its Impact in Designing and Manufacturing a New Car: A Study on Malaysia’s Car Manufacturer”. RM14,000.00
2018
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “A Novel Color Contrast Enhancement Using Mathematical Statistics Techniques on Pap Smear Cell Image”. RM117,550.00
2017
Project Leader
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “Ontology-based Modelling of Human Arm Movements for the Representation of Gestural Information”. RM52,800.00
2016
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “Formulation of Hopfield network and Boltzmann Machine for fast computational time and accurate solution in investment problems”. RM58,140.00
2014
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “Enhancement of Bayesian Based Technique Towards Super Resolution of an Imaging System”. RM98,800.00
2013
Project Leader
MOSTI SCIENCE FUND entitled “Development of a Low Cost Dataglove by Combining Flexible Bend and Force Sensors: Toward Virtual Reality’s Applications”. RM180,720.00
2013
Project Member
MARA entitled “Gestural Motions Recognition Based on Hand Postures and Trajectories By Using A Low Cost Data Glove”. RM50,000.00
2013
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “Study of Microwave properties In Dielectric Materials Using Improved Six-Port Algorithm”. RM56,300.00
2012
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “The Study of an Effective Error Reduction Algorithm for Nonholonomic Mobile Robot towards Stable-target Navigations”. RM101,000.00
2011
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “Fundamental study of Artificial Neural Networks algorithm properties towards Digital Image Video Encryption System”. RM113,000.00
2011
Project Leader
PRGS entitled “An Automated Visual Printed Circuit Board (PCB) Inspection System With Defect Classification”. RM73,000.00
2010
Project Leader
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “A Study On Assessing Human Emotions By Combining Multiple Physiological Signals”. RM48,000.00
2010
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “An Investigation Of Pathological Electrocardiogram Using Artificial Neural Network ”. RM23,000.00
2010
Project Member
Fundamental Research Grant Scheme (FRGS) by Malaysian Ministry of Higher Education for research entitled “A Study on Hybrid Evolutionary Computational Properties in Cognitive-Based Learning and Optimization Mechanism”. RM56,000.00
Supervision
Doctor of Philosophy
Master of Science
Final Year Project
2021
Main- supervisor
Investigation of Transition from Human Driving to Autonomous Driving Vehicle: Physiological Signal Analysis from the Driver
Abdul Hafiz Abdul Halin
Ongoing
2019
Main- supervisor
Behavioral in Emotion Processing from the EEG Signals of Stroke Patients and Normal People
Choong Wean Yean
Ongoing
2019
Co- supervisor
Ankle Rehabilitation Robot: Design and Analysis for Configurability and Portability
Muhammad Nazrin Shah
Graduated
2018
Main- supervisor
Pattern Recognition Based Emotional Deficits Assessment in Stroke Patients using Time Frequency Analysis
Bong Siao Zheng
Graduated
2018
Co- supervisor
Enhancement of Individual Leaf Segmentation from Complex Background using Watershed Technique
Wan Mahani Bt Abdullah
Graduated
2017
Co- supervisor
Partial Discharge Location Algorithm Based On Segmented Correlation Trimmed Mean (SCTM) Technique For Early Detection IN Underground Power Cable
Chai Chang Yii
Graduated
2017
Main- supervisor
POSTDOCS
J. Saraswathy
Graduated
2016
Main- supervisor
The study of Upper Limb Management for VR-based Post Stroke Rehabilitation
Saiful Hazam B. Abd. Majib
Ongoing
2016
Co- supervisor
Marker Placement Based Real Time Facial Expression Recognition System Using Optical Flow Algorithm
Vasanthan A/L Maruthapillai
Graduated
2016
Co- supervisor
Enhanced Fuzzy Logic Controller for Minimized Electrical Losses and Improved Speed of Induction Motor
Solly Aryza
Ongoing
2015
Co- supervisor
Power System Investment Planning Based on Double Layer Boltzmann Machine Method
Shamsul Bahar Bin Yaakob
Graduated
2014
Main- supervisor
Grasp Recognition Based on Human Hand Grasping Activities Using Multi-Classifier Approaches
Nazrul Hamizi
Graduated
2014
Co- supervisor
Development of Human Emotion Assessment System by Combining Multiple Physiological Signals
Jerrita Selvaraj
Graduated
2013
Main- supervisor
An Information Fusion of Sensor for Autonomous Driving Control of Electric Vehicle (EV
Hasri B. Haris
Ongoing
2013
Main- supervisor
Design and Development of an Intelligent Aggressiveness Level Classification System
Tung Kai Xu
Ongoing
2010
Co- supervisor
Car Speed and Fuel Balanced Forecasting System using Artificial Neural Network
Zuraidi Bin Saad
Ongoing
No data was found
Research Mode
2020
Main- supervisor
Investigation of EMG Signal and Hands Trajectory during Upper Limb Movements Sequence using Virtual Reality
Basri Nur cahyadi
Graduated
Research Mode
2020
Main- supervisor
Investigation of Transition from Human Driving to Autonomous Driving Vehicle: Physiological Signal Analysis from the Drive)
Abdul Hafiz Abdul Halin
Graduated
Research Mode
2019
Main- supervisor
Detection of Breast Cancer Through Mamography using Hybrid Classifier
Venketkumar Hariraj
Graduated
Research Mode
2017
Main- supervisor
Design of Arm Movement Sequence for Virtual Reality-based Upper Limb Management After Stroke
Nor Rashidah Bt Suhaimi
Graduated
Research Mode
2017
Main- supervisor
Development of Gesture Database for an Adaptive Gesture Recognition System
Mohd Azri Abdul Aziz
Graduated
Research Mode
2016
Main- supervisor
The Development of a Low Cost Dataglove for Human- Computer Interaction (HCI)
Mohd Hazwan Hafiz B. Mohd Ali
Graduated
Research Mode
2016
Co- supervisor
A Rational Cubic Spline Technique for Preserving The Positivity of Data
Yasameen Kamil
Graduated
Research Mode
2015
Main- supervisor
Investigation of Touch based Perception for Manipulating Object by Using Glovemap
Siti Nabilah Bt Eleyas
Graduated
Research Mode
2014
Main- supervisor
A Study of a Vision-based Lip Movement Analysis for Hearing- impaired Person
Muhamad Kamil Syahid
Graduated
Research Mode
2014
Co- supervisor
Object Detection Using Non- Static Camera
Syaimaa Solehan
Graduated
2020
Main- supervisor
Analysis Aggressive Level Based on Buss-Pury Questionnaire and Brain Signal
Lugieshwaran A/L Munian
Ongoing
2020
Main- supervisor
Experimental Studies of Drowsiness Detection Based on Yawning, Eye State and Head Pose
Pang Sue San
Ongoing
2019
Main supervisor
EEG quantitative analysis for emotion recognition by using EEG Epoc Emotiv
Lai Ye Jin
Graduated
2019
Main- supervisor
A Real-Time Driver Eye- Closeness System for the Application of Drowsiness Detection
Muhammad Zubir bin Kamazlan
Graduated
2019
Main- supervisor
Evaluation of Hand Speed Movement in Upper Limb Stroke based on Home Environment Virtual Reality Games
Nur Syahirah binti Sharim
Graduated
2018
Main- supervisor
Simulation Studies - Path Tracking of an Autonomous Electric Vehicle (AEV) by using Fuzzy Information of Speed and Steering Angle
Dhillan Kumar A/L Marimuthu
Graduated
2018
Main- supervisor
Evaluating Performance in Upper Limb Stroke Rehabilitation Exercise based on UNITY Games
Lee Hui Ling
Graduated
2018
Main- supervisor
Investigation of Upper Limb Muscle Contraction based on Movement Sequence Pattern by Using sEMG Signal
Mohd Saiful B. Rozizan
Graduated
2018
Main- supervisor
Computational Investigation of Breast Cancer on Mammogram based on Patterns of Color Distribution
Lim Mun Khei
Graduated
2017
Main- supervisor
Development of VR Gaming Technique for Stroke Rehabilitation
Norhayati Ismail
Graduated
2017
Main- supervisor
Evaluation Performance of Upper Arm Rehabilitation Exercise with VR based games
Kua Wee Ren
Graduated
2017
Main- supervisor
Simulation Study of Energy Saving in Water Pumping and Storage System of Water Treatment Plant
Poh Chin Xian
Graduated
2017
Main- supervisor
Computational Investigation of Breast Cancer on Mammogram Image Information
Nor Shaidahtol Asyikin
Graduated
2016
Main- supervisor
Study of Human Behavior in Controlling Steering Wheel of an Automated Electric Vehicle
Muhammad Hakim B. Abd. Halim
Graduated
2016
Main- supervisor
Design a Word Database based on Fuzzy Information of Lip Movements
Sriraj A/L Moganaraj
Graduated
2016
Main- supervisor
Autonomous Electric Vehicle (AEV) Brake Control Using Fuzzy Logic based on Human Behavior
Chim Yan Fu
Graduated
2016
Main- supervisor
Autonomous Electric Vehicle (AEV) Acceleration Control Using Fuzzy Logic Control based on Human Behavior
Muhammad Naim B. Abd. Razak
Graduated
2015
Main- supervisor
Vision based Lip Movement Analysis for Hearing Impaired Person
Vignes A/L Dewaraju
Graduated
2013
Main- supervisor
N/A
Norfaeza Binti Hassan
Graduated
2013
Main- supervisor
N/A
Nazliah Binti Abdul Halim
Graduated
2013
Main- supervisor
N/A
Norfarahiya Binti Akarton
Graduated
2013
Main- supervisor
N/A
Muhammad Hanif bin Abdul Kadir
Graduated
2013
Main- supervisor
N/A
Woo Wei Yee
Graduated
2013
Main- supervisor
N/A
Viratt Chittawad A/L See Rom
Graduated
2013
Main- supervisor
N/A
Mohd Zakwan bin Desa
Graduated
2013
Main- supervisor
N/A
Muhammad Fazrul Ariff bin Sa'ad
Graduated
2012
Main- supervisor
A Portable Human- Computer Interaction (HCI) device Manipulated by Hand Gestures: A Vision System
Mohd Aswad Abdul Rahman
Graduated
2012
Main- supervisor
A Portable Automated Cradle System: Motion and Vision Sensors
Mohd Farhan Mohammad
Graduated
2012
Main- supervisor
Speech Recognition Based on Lip Movements: Motion Features Extraction by Using a Markerless Vision Sensor
Norshima
Graduated
2012
Main- supervisor
Development of a Gesture Database for Adaptive Gesture Recognition System
Norasyikin
Graduated
2012
Main- supervisor
The Development of Low-Cost Knee Rehabilitation Device: Linear Motor Control
Norauni
Graduated
2012
Main- supervisor
A Low-Cost Automated Knee Physiotherapy Device: Sensor and Muscle Activities
Zuhairah
Graduated
2012
Main- supervisor
Development of Automated Portable Onion Peeler Machine: Electrical Design and Automatic Rotary Drive Control
Izzawatie Bashirom
Graduated
2012
Main- supervisor
Development of Automated Portable Onion Peeler Machine: Mechanical Design and Electro- Pneumatics Air Jet Control
Norashima
Graduated
2012
Main- supervisor
Development of a Humanoid Robot “TUAH”: Stable-Target Navigation
Mohd Kushairi
Graduated
2012
Main- supervisor
Development of a Humanoid Robot “TUAH”: Mechanical devices and Sensor Network in the Humanoid Robot
Naziruddin
Graduated
2012
Main- supervisor
Development of a Humanoid Robot “TUAH”: Human Identification Based on Gestural Motions
Firdaus
Graduated
2012
Main- supervisor
Development of a Humanoid Robot “TUAH”: To recognize Human Based on Sound Source
Mohd Shuib
Graduated
2012
Main- supervisor
Development of A Low Cost Dataglove (GloveMAP): Interfacing with a Robotic Hand
Seah Yee Chuan
Graduated
2012
Main- supervisor
Development of a Low Cost DataGlove (GloveMAP): Interaction with Virtual Environment
Norashidah Suhaimi
Graduated
2012
Main- supervisor
Development of a Low Cost DataGlove (GloveMAP): Experiment Grasping Activities
Nurami Nadira Jaafar
Graduated
2012
Main- supervisor
Development of A Low Cost Dataglove (GloveMAP): Navigating Two Wheels Mobile Robot
Siti Nabilah Elias
Graduated
2009
Main- supervisor
The Development of a Vision- based Hand Motion Tracking for Human- Computer Interaction
Abdul Razak B. Mohd Razip
Graduated
2009
Main- supervisor
The Development of Alphabet Recognition System based on Hand Motions
Shamsul Azri B. Muhamad Nor
Graduated