GRANT(PI & MEMBERS)

35

PUBLICATIONS

38

INDEXED PUBLICATION

14

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
2
UNIVERSITY FUND
4
TOTAL

Publications

INDEXED PUBLICATION
14
NON-INDEXED PUBLICATION
6
OTHERS PUBLICATION
18
TOTAL

Supervisions

DEGREE
0
MASTER
16
PHD
10
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
A Hybrid GMDH - Artificial Bee Colony Method for High Accuracy Software Effort Estimation
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2021
An Improved Customer Segmentation method using Structural Topic Model Clustering and ANN Classification on unstructured Telco Customer Feedback Data
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2021
UTM Students' Opinions Mining towards the Impact of Online Remote Teaching and Learning during COVID-19 Pandemic
RUG OF UTM UTM R&D Fund
2021
DATA AUGMENTATION METHOD FOR DEEP LEARNING ON VIBRATION SIGNAL
RUG OF UTM UTM Encouragement Research
2019
Optimised Higher Order Neural Network for Nonlinear Unsteady Aerodynamic Modeling At high angle of Attack
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
FOOD PACKAGING DEFECTS DETECTION USING AN IMPROVE NAIVE BAYES
RUG OF UTM Tier 2
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 Software Effort Estimation Using Machine Learning For Big Data Software Development.
RUG OF UTM Tier 2
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
TEKNOLOGI INOVASI UNTUK MEMETIK BUAH MATA KUCING YANG SELAMAT DAN MUDAH
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
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
A New Harmony Search Meta-Heuristic for Freeman Chain Code Extraction Method
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
Simulation optimisation for the stochastic supply chains using metaheuristic method.
RUG OF UTM Tier 2
2012
Development of a Hybrid Genetic Algorithm for Optimal Preventive Maintenance Scheduling
RUG OF UTM Tier 2
2012
MOBILITY MANAGEMENT IN LTE-ADVANCED WITH THE IMPLEMENTATION OF PROXY MOBILE IPV6ALGORITHM
RUG OF UTM Tier 2
2012
ANALYSIS ON THE EFFECT OF DISCOUNT POLICIES ON RETAIL SALES PERFORMANCE
RUG OF UTM Tier 2
2012
A Simulation Model for The Stochastic Multi-Retailer Inventory Routing Problem
RUG OF UTM Tier 2
2011
A Modified Multi-Objective Genetic Algorithm for estimating optimal solutions of machining parameters
RUG OF UTM Tier 2
2011

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Flower Pollination Algorithm For Convolutional Neural Network Training In Vibration Classification
LECTURE NOTES IN ELECTRICAL ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2022
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
Learning Convolution Neural Network With Shift Pitching Based Data Augmentation For Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2020
Audio Deformation Based Data Augmentation For Convolution Neural Network In Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST 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 CO-AUTHOR
2019
Support Vector Machine With Principle Component Analysis For Road Traffic Crash Severity Classification
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2019
Adoption Of Machine Learning Techniques In Software Effort Estimation: An Overview
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2019
A Hybrid Algorithm Based On Flower Pollination Algorithm And Electro Search For Global Optimization
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2018
Hybrid Flower Pollination Algorithm And Support Vector Machine For Breast Cancer Classification
JOURNAL OF TECHNOLOGY MANAGEMENT AND BUSINESS
Journal Article Non Citation-Indexed CO-AUTHOR
2018
Analisa Tahap Penglibatan Pelajar Dalam Aktiviti Di Kolej Kediaman: Kajian Kes Di Kolej Tuanku Canselor,Utm
PERSIDANGAN PEMBANGUNAN PELAJAR PERINGKAT KEBANGSAAN (NASDEC) 2018
Conference Paper UTM FIRST AUTHOR
2018
Sistem Perancangan Temujanji Bersama Pensyarah Berasaskan Aplikasi Android
PROSIDING KOMPUTERAN UTM
Proceedings UTM FIRST AUTHOR
2017
Road Traffic Crash Severity Classification Using Support Vector Machine
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING
Journal Article Non Citation-Indexed CO-AUTHOR
2017
A Study Of Metaheuristic Algorithm For High Dimensional Feature Selection On Micro Array Data
AIP CONFERENCE PROCEEDINGS
Publication In Scopus CO-AUTHOR
2017
Machining Parameters Optimization Using Hybrid Firefly Algorithm And Particle Swarm Optimization
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus CO-AUTHOR
2017
The Students Perceptions On The Usability Of Industrial Training System And Its Implication
THE SOCIAL SCIENCES
Journal Article Non Citation-Indexed CO-AUTHOR
2017
Roundness Error In Deep Hole Drilling Using Twist Drills And Cold Mold Steel 718
INDIAN JOURNAL OF SCIENCE AND TECHNOLOGY
Journal Article Non Citation-Indexed CO-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 UTM FIRST AUTHOR
2017
Integration Of System Dynamics With Big Data Using Python: An Overview
ICT-ISPC2017
Conference Paper CO-AUTHOR
2017

ACADEMIC HANDBOOK UNDERGRADUATE 2016/2017
Modules / Manual CO-AUTHOR
2016
Penggunaan Internet Dan Kesan Terhadap Pencapaian Akademik Pelajar Prasiswazah
PERSIDANGAN PEMBANGUNAN PELAJAR PERINGKAT KEBANGSAAN (NASDEC) 2016
Proceedings CORRESPONDING AUTHOR
2016
A Comparative Study Between Support Vector Machine And Neural Network For Phishing E-Mail Detection
UTM COMPUTING PROCEEDINGS
Proceedings CORRESPONDING AUTHOR
2016
Discount Pricing Strategies For Smart Phone Using System Dynamics Modelling
JURNAL TEKNOLOGI
Publication In Scopus CO-AUTHOR
2016
A Modelling Of Genetic Algorithm For Inventory Routing Problem Simulation Optimisation
INTERNATIONAL JOURNAL OF SUPPLY CHAIN MANAGEMENT
Publication In Scopus UTM FIRST AUTHOR
2016
The Student’S Perceptions Of Industrial Training System As A Tool For Managing Industrial Trainin
THE 7TH INTERNATIONAL CONFERENCE ON INTERNET (ICONI 2015)
Conference Paper CO-AUTHOR
2015
Optimization Of Surface Roughness In Turning Operation Using Firefly Algorithm
APPLIED MECHANICS AND MATERIALS
Proceedings CO-AUTHOR
2015
Measuring Uncertainties Of Project Completion Late Delivery In Environmental Issues
INTERNATIONAL CONFERENCE ON ENGINEERING TECHNOLOGIES AND ENTREPRENEURSHIP – ICETE 2015
Conference Paper CO-AUTHOR
2015
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 CORRESPONDING AUTHOR
2015
Modelling Of Uncertainty On Late Delivery For Construction Industry In Environment Issues:A Preliminary Review
8TH EUROSIM CONGRESS ON MODELLING AND SIMULATION,EUROSIM 2013
Publication In Scopus CO-AUTHOR
2015

COMPUTATIONAL MATHEMATICS
Modules / Manual CORRESPONDING AUTHOR
2014
Managing Uncertainty In Multi-Project Constructing For Environmental Issues On Project Completion Late Delivery
REGIONAL CONFERENCE ON SCIENCE,TECHNOLOGY AND SOCIAL SCIENCES
Conference Paper CO-AUTHOR
2014

FACULTY OF COMPUTING 2013 ANNUAL REPORT
Pelaporan / Penerbitan Khusus (Rancangan Malaysia, Statistik Kebangsaan) CO-AUTHOR
2014
Simulation Optimization Approach For Stochastic Multi-Retailer Inventory Routing Problem
INTERNATIONAL CONFERENCE ON INNOVATION DRIVEN SUPPLY CHAIN 2014
Conference Paper UTM FIRST AUTHOR
2014
Simulation Modelling For Stochastic Multi-Retailer Supply Chains
INTERNATIONAL CONFERENCE ON INNOVATION DRIVEN SUPPLY CHAIN 2014
Conference Paper UTM FIRST AUTHOR
2014
Classification Of Liver Cancer Using Artificial Neural Network And Support Vector Machine
FIFTH INTERNATIONAL CONFERENCE ON ADVANCES IN COMMUNICATION, NETWORK AND COMPUTING CNC 2014
Conference Paper CO-AUTHOR
2014
Development Of Conceptual Model For Uncertainty Management On Project Completion Late Delivery In Environmental Issues
APPLIED MECHANICS AND MATERIALS
Proceedings CO-AUTHOR
2014
Firefly Algorithm For Optimization Problem
APPLIED MECHANICS AND MATERIALS
Publication In Scopus CO-AUTHOR
2013
Facebook Versus Twitter: Malaysian Case Study
PERSIDANGAN PEMBANGUNAN PELAJAR PERINGKAT KEBANGSAAN (NASDEC) 2013
Conference Paper CORRESPONDING AUTHOR
2013
Employability Skills Elements: Difference Perspective Between Teaching Staff And Employers Industrial In Malaysia
Procedia Social and Behavioral Sciences
Publication In Web Of Science CO-AUTHOR
2013

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
AMIN BABAZADEH SANGAR
MEASUREMENT METRICS FOR MEASURING SUCCESS OF BUSINESS INTELLIGENCE SYSTEM
PHD GRADUATED CO-SUPERVISOR 2014
ZIRAWANI BINTI BAHARUM
THE MODELLING OF UNCERTAINTY FACTORS TOWARDS PROJECT COMPLETION LATE DELIVERY FOR PIPING CONSTRUCTION
PHD GRADUATED CO-SUPERVISOR 2017
SITI HAJAR BINTI ARBAIN
MULTIFUNCTIONAL OPTIMIZED GROUP METHOD DATA HANDLING FOR SOFTWARE EFFORT ESTIMATION
PHD GRADUATED SUPERVISOR 2022
HAN YUANYUAN
OPTIMIZING PREDICTIVE MAINTENANCE FOR INTERNET OF THINGS DEVICES WITH LONG SHORT-TERM MEMORY, CAUSAL DILATED CONVOLUTION, AND TEMPORAL CONVOLUTIONAL NETWORK
PHD ON GOING CO-SUPERVISOR
SALIHU ABUBAKAR ABBA
ENHANCED-MULTI-CLASS ENSEMBLE TRANSFORMER BLOCK CONVOLUTIONAL VARIANTS ARCHITECTURE FOR OFFSHORE OIL SPILL DETECTION  
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 SUPERVISOR
AMINU LAMINU SONG
BINARY CLASSIFICATION OF INDIVIDUAL STUDENT’S GRADES USING ENSEMBLE FILTER-BASED FEATURE SELECTION FOR STUDENT PERFORMANCE PREDICTION.
PHD ON GOING CO-SUPERVISOR
MUHAMMAD NASIRU DANKOLO
IMPROVED FLOWER POLLINATION ALGORITHM FOR LATENCY-AWARE TASK SCHEDULING IN EDGE-CLOUD CONTINUUM  
PHD ON GOING CO-SUPERVISOR
MANSSOR ALI ALNASSAR
OPTIMIZATION OF DECISION TREE ALGORITHM USING EVOLUTIONARY ALGORITHMS FOR LICENSE PLATE RECOGNITION  
PHD ON GOING CO-SUPERVISOR
HAMIZAN BINTI SHARBINI
HYBRID NATURE INSPIRED OPTIMIZATION IN SOCIAL FORCE MODEL FOR SIMULATING CROWD EVACUATION IN EMERGENCY SITUATION.
PHD ON GOING CO-SUPERVISOR
ZIRAWANI BINTI BAHARUM
THE MODELING OF UNCERTAINTY FACTORS IN ENVIRONMENTAL ISSUES ON PROJECT COMPLETION LATE DELIVERY FOR CONSTRUCTION INDUSTRY
MASTER GRADUATED CO-SUPERVISOR 2004
MD FADIL BIN MD ESA
DEEP LEARNING NEURAL NETWORK BASED VIBRATION ANALYSIS FOR BEARING FAULT DETECTION  
MASTER GRADUATED SUPERVISOR 2013
SITI NORSYAHIDA BINTI OTHMAN
HYBRID GENETIC ALGORITHM-BEE NIEGHBOURHOOD SEARCH FOR A STOCHASTIC MULTI RETAILER INVENTORY ROUTING PROBLEM
MASTER GRADUATED SUPERVISOR 2015
MARINA BINTI OMAR
ENHANCEMENT OF BEE ALGORITHM BY INTEGRATING CHAOTIC AND SHRINKING TECHNIQUES FOR INVENTORY ROUTING PROBLEM
MASTER GRADUATED SUPERVISOR 2015
UMAR ABUBAKAR

MASTER GRADUATED SUPERVISOR 2017
LO WEI HOU

MASTER GRADUATED SUPERVISOR 2021
GAN JIAN YONG

MASTER GRADUATED SUPERVISOR 2021
CUI ZHANRUI

MASTER GRADUATED SUPERVISOR 2022
NURUL ZULAIKHA BINTI HARUDIN

MASTER GRADUATED SUPERVISOR 2022
NOR SHAIDAH BINTI ISMAIL

MASTER GRADUATED SUPERVISOR 2022
ONAH ADAMS ALECHENU

MASTER GRADUATED SUPERVISOR 2022
RIZQI QUROTI A'YUN BINTI AHMAD MUKIMIN
IDENTIFICATION OF HAZARDOUS RADIUS IN TOXIC CHEMICAL SPILL INCIDENT USING DATA ANALYTIC AND VISUALISATION APPROACH IN MITIGATING POTENTIAL HEALTH RISK
MASTER ON GOING SUPERVISOR
LIU KAIYUAN

MASTER ON GOING SUPERVISOR
ALAA ALRHMAN MOHAMMED RAWEH AL-SHAIBANI

MASTER ON GOING SUPERVISOR
WU JIAMING

MASTER ON GOING SUPERVISOR
ZHANG QIWEI

MASTER ON GOING SUPERVISOR