GRANT(PI & MEMBERS)

20

PUBLICATIONS

33

INDEXED PUBLICATION

17

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
3
UNIVERSITY FUND
2
TOTAL

Publications

INDEXED PUBLICATION
17
NON-INDEXED PUBLICATION
7
OTHERS PUBLICATION
9
TOTAL

Supervisions

DEGREE
0
MASTER
2
PHD
2
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
ENHANCED DOUBLE LAYER DATA HIDING SCHEME BASED ON SWARM INTELLIGENCE METHODS
RUG OF UTM UTM Fundamental Research
2020
Nature Inspired Metaheuristic Optimization in Gradient Tree Boosting
RUG OF UTM UTM Encouragement Research
2019
Utilization of Filter Feature Selection with Harmonization of PSO and SVM for Optimization
RUG OF UTM UTM Encouragement Research
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
IMPROVED FUZZY CLUSTER BASED NEURAL NETWORK FOR MEDICAL DATA ANALYSIS
RUG OF UTM Tier 2
2017
DEEP FUZZY WEIGHTS LEARNING AND OPTIMIZATION IN ANALYTICAL HIERARCHY PROCESS
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2016
A New Feature Selection Method Based on Iterative MapReduce for High Dimensional Class Imbalance Big Datasets
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
SIGNATURE FRAUD DETECTION USING FREEMAN CHAIN CODE REPRESENTATION IN ANN AND K-NN ON FORENSIC APPLICATION
RUG OF UTM Encouragement Grant
2015
Hybrid Nonlinear and Linear Model for Multivariate Time Series Forecasting with Limited Historical Data
RUG OF UTM Encouragement Grant
2014
A Modified Glowworm Swarm for estimation of optimal machining parameters
RUG OF UTM Tier 1
2014
Development of High Performance Image Segmentation Algorithms for Detecting Cancers from PET/CT/MRI Images
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2013
SOCIAL LEARNING NETWORK ANALYSIS MODEL TO IDENTIFY L EARNING PATTERNS USING CLUSTERING TECHNIQUES
RUG OF UTM Tier 1
2011
Three Term Neural Network Weight Adaptation for Global Optimum Solution
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2007
The Study Of Probability Model For Compound Similarity Searching
Short Term
2001
Development of Compound Clustering Techniques Using Hybrid Soft-Computing Algorithms
Sciencefund
2000
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
A Study on the Performance of Back Propogation and Individual Forecast Technique in Developing Real Time Flood Forecasting Model for Johor Catchment Area
MINISTRY OF EDUCATION Short Term
1998
Development of Intelligent System for Predicting Stock Market Price Movement
Sciencefund
1998

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Classification Of Mental Illness Risk Among Employees In Workplace Using Machine Learning
PROCEEDINGS: COMPUTER SCIENCE
Proceedings CO-AUTHOR
2023
Hybrid Neighbourhood Component Analysis With Gradient Tree Boosting For Feature Selection In Forecasting Crime Rate
JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY
Publication In Web Of Science CO-AUTHOR
2023
Utm Junior Netball Coaching Program Perception And Performance Analysis
AIP CONFERENCE PROCEEDINGS
Publication In Scopus CO-AUTHOR
2021
Review On Artificial Intelligence Technique In Time Series Prediction
INTELLIGENT DATA ANALYSIS FOR UNSTRUCTURED AND STRUCTURED DATA
Book Chapter UTM FIRST AUTHOR
2021
Design And Development Of Learning Mathematics Game For Primary School Using Handheld Augmented Reality
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Comparative Study On Artificial Intelligence Techniques In Crime Forecasting
APPLIED MECHANICS AND MATERIALS
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2019
Modeling And Optimization Of Machining Parameters Using Regression And Cuckoo Search In Deep Hole Drilling Process
APPLIED MECHANICS AND MATERIAL
Excellence In Research For Australia (Era) CO-AUTHOR
2019
A Concise Review Of Named Entity Recognition System: Methods And Features
{IOP} CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2019
Parameter Optimization Of Gradient Tree Boosting Using Dragonfly Algorithm In Crime Forecasting And Analysis
JOURNAL OF COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2019
A Review On Applied Statistical And Artificial Intelligence Techniques In Crime Forecasting
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2019
Hybrid Predictive Modelling For Motor Insurance Claim
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2019
Optimization Of Surface Roughness In Deep Hole Drilling Using Moth-Flame Optimization
ELEKTRIKA-JOURNAL OF ELECTRICAL ENGINEERING
Journal Article Non Citation-Indexed CO-AUTHOR
2019
Optimization Of Roundness Error In Deep Hole Drilling Using Cuckoo Search Algorithm
ELEKTRIKA- JOURNAL OF ELECTRICAL ENGINEERING
Journal Article Non Citation-Indexed CO-AUTHOR
2019
Modeling And Optimization Of Machining Parameters Using Regression And Cuckoo Search In Deep Hole Drilling Process
FOURTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND TECHNOLOGY 2017 (ICCST2017)
Conference Paper CO-AUTHOR
2018
Curve Fitting In Geometric Modelling Optimization Using Particle Swarm Optimization
SOFT COMPUTING FOR KNOWLEDGE DISCOVERY AND DATA MINING
Book Chapter CO-AUTHOR
2018
Optimization Of Surface Roughness In Deep Hole Drilling Using Moth-Flame Optimization
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND ROBOTICS FOR INDUSTRIAL APPLICATIONS
Conference Paper CO-AUTHOR
2018
Optimization Of Roundess Error In Deep Hole Drilling Using Cuckoo Search Algorithm
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND ROBOTICS FOR INDUSTRIAL APPLICATIONS
Conference Paper CO-AUTHOR
2018
Eye Redness Image Processing Techniques
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus CO-AUTHOR
2017
A Review On Medical Image Segmentation: Techniques And Its Efficiency
PERINTIS E-JOURNAL
Journal Article Non Citation-Indexed CO-AUTHOR
2017
Swarm Optimized Grey Svr And Arima For Modeling Of Larceny-Theft Rate With Economic Indicators
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS
Publication In Scopus CORRESPONDING AUTHOR
2017
Comparative Performance For Predictive Modelling In Motor Insurance Claims
JURNAL TEKNOLOGI
Publication In Scopus CO-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
Kullback Leibler Divergence For Image Quantitative Evaluation
23RD MALAYSIAN ANNUAL NATIONAL SYMPOSIUM OF MATHEMATICAL SCIENCES (SKSM)
Publication In Web Of Science CO-AUTHOR
2016
Modeling Of Violent Crime Rates With Economic Indicators Using Hybridization Of Grey Relational Analysis And Support Vector Regression
JURNAL TEKNOLOGI
Publication In Scopus CORRESPONDING AUTHOR
2015
Integration Of Analytical Hierarchy Process (Ahp) And Geographical Information System (Gis) F Or Potential Crime Area Analysis
1ST- ICRIL INTERNATIONAL CONFERENCE IN SCINECE AND TECHNOLOGY
Proceedings CO-AUTHOR
2015

COMPUTATIONAL MATHEMATICS
Modules / Manual CO-AUTHOR
2014
Grey Relational Analysis And Support Vector Regression For Crime Rates Forecasting With Economic Indicators
INTERNATIONAL JOURNAL OF ECONOMICS AND STATISTICS
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2013
Hybrid Support Vector Regression And Autoregressive Integrated Moving Average Models Improved By Particle Swarm Optimization For Property Crime Rates Forecasting With Economic Indicators
SCIENTIFIC WORLD JOURNAL
Publication In Web Of Science CORRESPONDING AUTHOR
2013
Economic Indicators Selection For Crime Rates Forecasting Using Cooperative Feature Selection
AIP CONFERENCE PROCEEDINGS
Publication In Scopus CORRESPONDING AUTHOR
2013
The Impact Of Social Network Structure In Particle Swarm Optimization For Classification Problems
INTERNATIONAL JOURNAL OF SOFT COMPUTING
Publication In Scopus CORRESPONDING AUTHOR
2009
International Journal Of Soft Computing
The Impact of Social Network Structure in Particle Swarm Optimization for Classification Problems
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2009
Model Peramalan Zakat Harta
Simposium Kebangsaan Sains Matematik ke 16
Conference Paper INDIVIDUAL AUTHOR
2008
Model Peramalan Zakat Harta Menggunakan Rangkaian Neural Dengan Kaedah Rambatan Ke Belakang
Jurnal Teknologi Maklumat
Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR
2008

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
ALIF RIDZUAN BIN KHAIRUDDIN
HYBRID DRAGONFLY ALGORITHM WITH NEIGHBOURHOOD COMPONENT ANALYSIS AND GRADIENT TREE BOOSTING FOR CRIME RATES MODELLING
PHD GRADUATED SUPERVISOR 2021
ZHU CHONGLONG
A  HYBRID GLOBAL OPTIMIZATION ALGORITHM BASED ON CORAL REEF OPTIMIZATION AND DIFFERENTIAL EVOLUTION  
PHD ON GOING CO-SUPERVISOR
ZAITON BINTI ZAINAL BADRI

MASTER ON GOING CO-SUPERVISOR
LUQMAN BIN SUBKI
CUCKOO LEVY FLIGHT WITH OTSU FOR IMAGE SEGMENTATION IN CANCER DETECTION
MASTER GRADUATED CO-SUPERVISOR 2018