GRANT(PI & MEMBERS)

30

PUBLICATIONS

36

INDEXED PUBLICATION

21

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
1
UNIVERSITY FUND
3
TOTAL

Publications

INDEXED PUBLICATION
21
NON-INDEXED PUBLICATION
5
OTHERS PUBLICATION
10
TOTAL

Supervisions

DEGREE
0
MASTER
21
PHD
9
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
UTM-National Institute of Technology Kagoshima College on IOT and AI (Machine Learning) Training
NATIONAL INSTITUTE OF TECHNOLOGY, KAGOSHIMA COLLEGE Networking Grant
2022
Optimised Higher Order Neural Network for Nonlinear Unsteady Aerodynamic Modeling At high angle of Attack
RUG OF UTM UTM Encouragement Research
2019
DATA AUGMENTATION METHOD FOR DEEP LEARNING ON VIBRATION SIGNAL
RUG OF UTM UTM Encouragement Research
2019
IDENTIFICATION OF HAZARDOUS RADIUS IN TOXIC CHEMICAL SPILL INCIDENT USING DATA ANALYTIC AND VISUALISATION APPROACH IN MITIGATING POTENTIAL HEALTH RISK
RUG OF UTM UTM Encouragement Research
2019
Reconstruction of missing data using improved hybrid imputation model with bias treatment for medical dataset.
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
UTM-TDR 12.4 (T2) : AN INTELLIGENT SYSTEM FOR OPTIMIZATION OF HIGH SPEED MACHINING OF METAL EPOXY COMPOSITE (MEC) MATERIALS
RUG OF UTM UTM Transdiciplinary Research Grant
2018
Study of Aqua Automation & Smart Net for ROBOXA TECHNOLOGIES SDN. BHD
ROBOXA TECHNOLOGIES SDN BHD Contract
2018
AN ENHANCED DEEP LEARNING ARCHITECTURE FOR FUNCTIONAL NON CODING VARIANT PREDICTION
RUG OF UTM Tier 1
2017
HYBIRD BEE A* PATHFINDING ALGORITHM
RUG OF UTM Tier 2
2016
Projek Konservasi dan Penjanamaan Durian Kampung Segamat
RUG OF UTM Institut Inovasi Strategik Johor
2016
FRAMEWORK FOR SYSTEM DYNAMICS INTEGRATION WITH BIG DATA IN PUBLIC POLICY MAKING
RUG OF UTM Tier 1
2015
A New Feature Selection Method Based on Iterative MapReduce for High Dimensional Class Imbalance Big Datasets
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
A New Harmony Search Meta-Heuristic for Freeman Chain Code Extraction Method
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2013
Optimal Bidirectional Search in Autonomous System Path Planning
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2013
Adaptive grey-based feature selection and parameter optimization for support vector machine
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2013
EXPLORATION OF STOCK FORECASTING MODEL ON GREY RELATIONAL NEURAL NETWORK BASED ON ROUGH SET
MINISTRY OF EDUCATION Exploratory Research Grant Scheme
2013
LEARNING ASSISTED BASED-HEURISTIC FOR SOFT-CONSTRAINED MULTI-OBJECTIVE METRIC PLANNING
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2013
Development of a Hybrid Genetic Algorithm for Optimal Preventive Maintenance Scheduling
RUG OF UTM Tier 2
2012
Simulation optimisation for the stochastic supply chains using metaheuristic method.
RUG OF UTM Tier 2
2012
Investigation of Ionic Polymer-Metal Composites (IPMC) as an Actuator for Biomedical Applications
RUG OF UTM Potential Academic Staff
2012
A Simulation Model for The Stochastic Multi-Retailer Inventory Routing Problem
RUG OF UTM Tier 2
2011
Development of an Interactive Teaching-learning Technique of Mathematics Based on the EIF Technique for the Primary Schools
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
1998
Developing A Model of An Intelligent Diatance Learning System
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
1995
Developing A Model of An Intelligent Diatance Learning System
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
1995
Supproting Cyber Student Over the Web : A Generic Model for Student Management
Short Term
1995
A Generic Fleet Maintanance Management Information System
Short Term
1993
Inventory Systems Simulation Package
Short Term
1993
CD - Rom on Introduction to Computer
Short Term
1992

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Enhancing Extreme Learning Machines Using Cross-Entropy Moth-Flame Optimization Algorithm
INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE
Publication In Scopus CO-AUTHOR
2022
Enhancing Extreme Learning Machines Classification With Moth-Flame Optimization Technique
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2022
Flower Pollination Algorithm For Convolutional Neural Network Training In Vibration Classification
LECTURE NOTES IN ELECTRICAL ENGINEERING
Publication In Scopus CO-AUTHOR
2022
Deep Learning In Copy Move Image Forgery Detection
INTELLIGENT DATA ANALYSIS: TECHNOLOGIES AND FUTURE TREND
Book Chapter CO-AUTHOR
2021
Identification Of Sharp Edge Non-Slender Delta Wing Aerodynamic Coefficient Using Neural Network
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus CO-AUTHOR
2021
Determination Of Vital Cancer Sites In Malaysian Colorectal Cancer Dataset By Using A Fuzzy Feature Selection Method
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus CO-AUTHOR
2021
Influence Of Active Flow Control On Blunt-Edged Vfe-2 Delta Wing Model
INTERNATIONAL JOURNAL OF AUTOMOTIVE AND MECHANICAL ENGINEERING (IJAME)
Publication In Web Of Science CO-AUTHOR
2021
Identification Of Sharp Edge Non Slender Delta Wing Arodynmic Coefficient Using Neural Network
SOUTHEAST ASIA WORKSHOP ON AEROSPACE ENGINEERING
Conference Paper CO-AUTHOR
2021
Learning Convolution Neural Network With Shift Pitching Based Data Augmentation For Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Missing Data Characteristics And The Choice Of Imputation Technique: An Empirical Study
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Scopus CO-AUTHOR
2020
Comparison Study On Four Types Mathematical Model For Sand-Casting Process
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Articles The Influence Of Blower Technique On Delta-Winged Uav Vortex Properties
JOURNAL OF FLUID AND STRUCTURAL MECHANICS
Journal Article Non Citation-Indexed CO-AUTHOR
2020
Enhanced Monomodal Image Registration Process With Cuckoo Search Algorithm
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Aerodynamic Characteristics And Laminar Bubble Separation Study On A Generic Light Aircraft Model
JOURNAL OF AERONAUTICS, ASTRONAUTICS AND AVIATION
Publication In Scopus CO-AUTHOR
2020
Support Vector Machine With Principle Component Analysis For Road Traffic Crash Severity Classification
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2019
Audio Deformation Based Data Augmentation For Convolution Neural Network In Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2019
Influences Of Propeller Advance Ratio On Delta-Winged Uav Model Vortex Properties
JOURNAL OF AERONAUTICS, ASTRONAUTICS AND AVIATION
Publication In Web Of Science CO-AUTHOR
2019
Flower Pollination Algorithm And Multilayer Perceptron Artificial Neural Network For Heart Disease Feature Selection And Classification
PROCEEDING OF 2019 THE 9TH INTERNATIONAL WORKSHOP ON COMPUTER SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2019
Hybrid Flower Pollination Algorithm And Support Vector Machine For Breast Cancer Classification
JOURNAL OF TECHNOLOGY MANAGEMENT AND BUSINESS
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2018
A Hybrid Algorithm Based On Flower Pollination Algorithm And Electro Search For Global Optimization
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING
Journal Article Non Citation-Indexed CO-AUTHOR
2018
A Study On Bee Algorithm And A* Algorithm In Games
ISCAIE 2018 IEEE SYMPOSIUM ON COMPUTER APPLICATION AND INDUSTRIAL ELECTRONICS
Publication In Scopus UTM FIRST AUTHOR
2018
Classification Of Breast Cancer Using Artificial Neural Network And Support Vector Machine
SOFT COMPUTING FOR KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CO-AUTHOR
2018
Gender Determination Based On Femur Bones Using Principal Component Analysis And Support Vector Machine (Pca-Svm)
UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings UTM FIRST AUTHOR
2017
Road Traffic Crash Severity Classification Using Support Vector Machine
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2017
A Study Of Metaheuristic Algorithm For High Dimensional Feature Selection On Micro Array Data
AIP CONFERENCE PROCEEDINGS
Publication In Scopus UTM FIRST AUTHOR
2017
Web Based Online Bakery System With Short Messaging Service And Email Notification
STUDENT PROJECT CONFERENCE (ICT-ISPC), 2017 6TH ICT INTERNATIONAL
Conference Paper CO-AUTHOR
2017
The State Of Art Heuristic Pathfinding In Games
THE 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND TECHNOLOGY
Conference Paper UTM FIRST AUTHOR
2016
An Improvement In Support Vector Machine Classification Model Using Grey Relational Analysis For Cancer Diagnosis
JURNAL TEKNOLOGI
Publication In Scopus CO-AUTHOR
2016
Glowworm Swarm Optimization (Gso) For Optimization Of Machining Parameters
JOURNAL OF INTELLIGENT MANUFACTURING
Publication In Web Of Science CO-AUTHOR
2016
A Modelling Of Genetic Algorithm For Inventory Routing Problem Simulation Optimisation
INTERNATIONAL JOURNAL OF SUPPLY CHAIN MANAGEMENT
Publication In Scopus CO-AUTHOR
2016
Online Food Ordering System With Short Massage Service Notification
INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN COMPUTER SCIENCE AND SOFTWARE ENGINEERING
Journal Article Non Citation-Indexed CO-AUTHOR
2015

FACULTY OF COMPUTING 2013 ANNUAL REPORT
Pelaporan / Penerbitan Khusus (Rancangan Malaysia, Statistik Kebangsaan) CO-AUTHOR
2014
Simulation Modelling For Stochastic Multi-Retailer Supply Chains
INTERNATIONAL CONFERENCE ON INNOVATION DRIVEN SUPPLY CHAIN 2014
Conference Paper CO-AUTHOR
2014
Simulation Optimization Approach For Stochastic Multi-Retailer Inventory Routing Problem
INTERNATIONAL CONFERENCE ON INNOVATION DRIVEN SUPPLY CHAIN 2014
Conference Paper CO-AUTHOR
2014

COMPUTATIONAL MATHEMATICS
Modules / Manual CO-AUTHOR
2014
Glowworm Swarm Optimization (Gso) Algorithm For Optimization Problems: A State-Of-The-Art Review
APPLIED MECHANICS AND MATERIALS
Publication In Scopus CO-AUTHOR
2013

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
SARAH SAMSON SOH
WHITE MATTER HYPERINTENSITY SEGMENTATION IN ALZHERMER'S AND AGING RELATED DISEASE  
PHD FAIL AND DISMISSAL CO-SUPERVISOR
OYEKALE ABEL ALADE
HYBRID META-HEURISTIC ALGORITHM BASED PARAMETER OPTIMIZATION FOR EXTREME LEARNING MACHINES CLASSIFICATION
PHD GRADUATED CO-SUPERVISOR 2021
HAN YUANYUAN
FAULT CLASSIFICATION ALGORITHM FOR INTERNET OF THINGS DEVICES BASED ON LSTM AND IMPROVED TCN
PHD ON GOING SUPERVISOR
RAHAINI BINTI MOHD SAID
HYBRID METAHEURISTIC ALGORITHM FOR OPTIMIZATION OF COOLING-SLOPE CASTING PARAMETERS
PHD GRADUATED SUPERVISOR 2024
AHMED MUQDAD DAWOOD ALNASRALLAH
ANOMALY-BASED INTRUSION DETECTION MODEL IN INTERNET-OFMEDICAL THING BASED ON DEEP LEARNING
PHD ON GOING CO-SUPERVISOR
MUHAMMAD NASIRU DANKOLO

PHD ON GOING SUPERVISOR
XIANG ZHIHUA
RESEARCH ON MULTIMODAL EMOTION CLASSIFICATION BASED ON MACHINE LEARNING ALGORITHM  
PHD ON GOING SUPERVISOR
MD FADIL BIN MD ESA
ENHANCEMENT FLOWER POLLINATION ALGORITHM FOR CONVOLUTIONAL NEURAL NETWORK TRAINING IN BEARING FAULT VIBRATION ANALYSIS
PHD ON GOING CO-SUPERVISOR
FAHMI IZZUDDIN BIN ABDUL RAHMAN
SACCON WING AERODYNAMIC COEFFICIENT PREDICTION USING NEURAL NETWORK
PHD ON GOING CO-SUPERVISOR
ABDIRASHID SALAD NUR

MASTER GRADUATED CO-SUPERVISOR 2013
NUREZAYANA BINTI ZAINAL
A NEW HYBRID ARTIFICIAL FISH GLOWWORM SWARM OPTIMIZATION ALGORITHM FOR MULTI PERFORMANCES IN MACHINING PROCESS
MASTER GRADUATED CO-SUPERVISOR 2013
SITI NORSYAHIDA BINTI OTHMAN
HYBRID GENETIC ALGORITHM-BEE NIEGHBOURHOOD SEARCH FOR A STOCHASTIC MULTI RETAILER INVENTORY ROUTING PROBLEM
MASTER GRADUATED CO-SUPERVISOR 2015
MARINA BINTI OMAR
ENHANCEMENT OF BEE ALGORITHM BY INTEGRATING CHAOTIC AND SHRINKING TECHNIQUES FOR INVENTORY ROUTING PROBLEM
MASTER GRADUATED CO-SUPERVISOR 2015
ISAH SANI BIRNIN GWARI

MASTER GRADUATED SUPERVISOR 2016
MUHAMMAD NASIRU DANKOLO

MASTER GRADUATED SUPERVISOR 2017
AIMI NAJWA BINTI SABRI
HYBRID ARTIFICIAL BEE COLONY AND FLOWER POLLINATION ALGORITHM FOR GRID-BASED OPTIMAL PATHFINDING
MASTER GRADUATED SUPERVISOR 2018
AHTEDA A ALI AL ADOULY

MASTER GRADUATED SUPERVISOR 2021
CHE ZAKIYAH BINTI ZAINON

MASTER GRADUATED SUPERVISOR 2021
MUHAMMAD SYAFIQ BIN MD ROSLAN
OPTIMIZED MONOMODAL IMAGE REGISTRATION USING CUCKOO SEARCH ALGORITHM
MASTER GRADUATED CO-SUPERVISOR 2021
NUR NABILAH BINTI NOR AZELAN

MASTER GRADUATED SUPERVISOR 2022
NUR QURRATUL A'DLIAH BINTI ROZAIMEE

MASTER GRADUATED SUPERVISOR 2022
ALVIN BIN ALEXANDER IDIN
SATELLITE DATA SPATIAL-TEMPORAL FUSION FOR IMAGE ENHANCEMENT AND CLOUD REMOVAL
MASTER GRADUATED SUPERVISOR 2022
CASSANDRA TAN HUI MING

MASTER GRADUATED SUPERVISOR 2022
DINESH NAIDU A/L KRISHNAN

MASTER GRADUATED SUPERVISOR 2023
ADLINA BINTI KAMALULAIL

MASTER GRADUATED SUPERVISOR 2023
MEHDI MOUAIZ EDDINE SMAIL

MASTER GRADUATED SUPERVISOR 2023
NOOR SUHAIDA BINTI SUHAIMI

MASTER ON GOING SUPERVISOR
ABDISALAN ABDULLAHI MOHAMED

MASTER ON GOING SUPERVISOR
FAN CHIN WEI

MASTER ON GOING SUPERVISOR
LEE SEOW MING THERESA

MASTER ON GOING SUPERVISOR