GRANT(PI & MEMBERS)
20
PUBLICATIONS
35
INDEXED PUBLICATION
19
TOTAL STUDENTS
H-INDEXED (SCOPUS)
CITATIONS (SCOPUS)
Grant (PI)
NATIONAL GRANTS
3
UNIVERSITY FUND
2
TOTAL
Publications
INDEXED PUBLICATION
19
NON-INDEXED PUBLICATION
7
OTHERS PUBLICATION
9
TOTAL
Supervisions
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 |
|---|---|
|
Facial Emotion Images Recognition Based On Binarized Genetic Algorithm-Random Forest
BAGHDAD SCIENCE JOURNAL Publication In Web Of Science CO-AUTHOR |
2024 |
|
A Comparative Study On Applied Null Hypothesis Feature Selection Technique In Crime Forecasting
AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-AUTHOR |
2024 |
|
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 |
|
Review On Artificial Intelligence
Technique In Time Series Prediction
INTELLIGENT DATA ANALYSIS FOR UNSTRUCTURED AND STRUCTURED DATA Book Chapter UTM FIRST AUTHOR |
2021 |
|
Utm Junior Netball Coaching Program Perception And Performance Analysis
AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-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 |
|
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 |
|
Comparative Study On Artificial Intelligence Techniques In Crime Forecasting
APPLIED MECHANICS AND MATERIALS Journal Article Non Citation-Indexed UTM FIRST 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 Concise Review Of Named Entity Recognition System: Methods And Features
{IOP} CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-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 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 |
|
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 |
|
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 |
|
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 |
|
Curve Fitting In Geometric Modelling Optimization Using Particle Swarm Optimization
SOFT COMPUTING FOR KNOWLEDGE DISCOVERY AND DATA MINING Book Chapter CO-AUTHOR |
2018 |
|
A Review On Medical Image Segmentation: Techniques And Its Efficiency
PERINTIS E-JOURNAL Journal Article Non Citation-Indexed CO-AUTHOR |
2017 |
|
Eye Redness Image Processing Techniques
JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus 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 |
|
Kullback Leibler Divergence For Image Quantitative Evaluation
23RD MALAYSIAN ANNUAL NATIONAL SYMPOSIUM OF MATHEMATICAL SCIENCES (SKSM) Publication In Web Of Science CO-AUTHOR |
2016 |
|
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 |
|
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 |
|
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 |
|
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 Menggunakan Rangkaian Neural Dengan Kaedah Rambatan Ke Belakang
Jurnal Teknologi Maklumat Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR |
2008 |
|
Model Peramalan Zakat Harta
Simposium Kebangsaan Sains Matematik ke 16 Conference Paper INDIVIDUAL AUTHOR |
2008 |
Legend : IP CATEGORY IP LEVEL
| Intellectual Property Name | Grant Register No. | IP Level | IP Category |
|---|---|---|---|
| PRODUCT BRAND PREDICTION IN RETAIL INDUSTRY | LY2019007529 | NATIONAL | COPYRIGHT |
| CLASSIFICATION OF AUTISM SPECTRUM DISORDER USING GREY RELATIONAL ANALYSIS AND SUPERVISED LEARNING | LY2019007768 | NATIONAL | COPYRIGHT |
| INTEGRATED NCA-GTB FEATURE SELECTION MODEL | NATIONAL | COPYRIGHT | |
| HASEENA BUSINESS APPLICATION: SOFTWARE REQUIREMENT SPECIFICATION | NATIONAL | COPYRIGHT | |
| OTSU’S AND CUCKOO SEARCH (CS) LEVY FLIGHT FOR IMAGE SEGMENTATION IN CANCER DETECTION | NATIONAL | COPYRIGHT | |
| PREDICTION OF HEMOGLOBIN STRUCTURE USING FEED FORWARD NEURAL NETWORK | LY2020007059 | NATIONAL | COPYRIGHT |
| FRAMEWORK OF KNIGHT TOUR ALGORITHM IN STEGANOGRAPHY IMAGE | LY2020006195 | NATIONAL | COPYRIGHT |
| SIRI WACANA #2- INTRODUCTION TO STATISTICS : DESCRIPTIVE STATISTICS AND GRAPHICAL MODELS | NATIONAL | COPYRIGHT |
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 |