22

46

31

0

0

Grant (PI)

NATIONAL GRANTS
4
UNIVERSITY FUND
4
TOTAL

Publications

INDEXED PUBLICATION
31
NON-INDEXED PUBLICATION
4
OTHERS PUBLICATION
11
TOTAL

Supervisions

DEGREE
0
MASTER
9
PHD
8
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
Conditional Bayesian Sentence Level Emotion Tagging of Malay Language
RUG OF UTM UTM Fundamental Research
2022
A segmented-based representation of the fuzzy relations and tolerance in mixed emotion recognition
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2020
PELAKSANAAN KAJIAN PENAMBAHBAIKAN PROSES PERNIAGAAN UNTUK JABATAN KEHAKIMAN MAHKAMAH SYARIAH MALAYSIA NEGERI JOHOR
GATES IT SOLUTION SDN. BHD. Contract Research DTD
2020
PELAKSANAAN KAJIAN PENAMBAHBAIKAN PROSES PERNIAGAAN UNTUK BADAN KAWAL SELIA AIR JOHOR (BAKAJ)
GATES IT SOLUTION SDN. BHD. Contract Research DTD
2020
A NEW CASE-BASED ENSEMBLE INTEGRATOR METHOD IN FUZZY INFERENCE SYSTEM
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2017
ENHANCED FISH SWARM ALGORITHM FOR MAP OBJECT SIMPLIFICATION
RUG OF UTM Tier 1
2016
A New Template-based Case-Based Reasoning in Fuzzy Logic
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
An Equivalent Generating Algorithm to Model Fuzzy Petri Net for Knowledge Representation
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
DETERMINATION OF URBAN HOUSE-HOLD POVERTY USING INTELLIGENCE COMPUTATIONAL METHODS
GATES IT SOLUTION SDN. BHD. Contract
2015
DESIGNING EFFICIENT FUSION ALGORITHMS FOR NON-IDEAL IRIS AND FACE MULTIMODAL BIOMETRICS RECOGNITION SYSTEMS
RUG OF UTM Tier 1
2014
DEVELOPMENT OF ENHANCED COMPUTATIONAL INTELLIGENCE SOFTWARE FOR OIL AND GAS RESERVOIR CHARACTERIZATION
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
2013
THE INTEGRATED ENTERPRISE FRAMEWORK WITH EMBEDDED ECOLOGICAL NICHE MODEL BY USING GEOGRAPHIC AND TAXONOMIC HERBS DATA TO SUPPORT HERBARIUM PORTAL
RUG OF UTM Tier 1
2012
ENHANCEMENT OF THE ACCURACY AND PRIVACY OF THE IRIS BIOMETRICS RECOGNITION SYSTEM
RUG OF UTM Tier 2
2011
Intelligent Mixed-Land Classifier for Change Detection in Coastal Zone Using LiDAR Point Cloud Data
RUG OF UTM Tier 1
2011
A WEB-SEMANTIC APPROACH TO KNOWLEDGE MANAGEMENT FOR INTEGRATION OF HETEROGENEOUS HERBS DATA
RUG OF UTM Tier 2
2011
Spatial Data Infrastructure For Heterogeneous Distributed Oceanography and Marine Sciences Data and Knowledge Sources
NATIONAL OCEANOGRAPHY DIRECTORATE (NOD) Sciencefund
2010
Two Layers Multi-Class Support Vector Machines (SVM) Classifiers
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2009
Optimization of Fuzzy Modeling Using Paralelel Bioinspired Algorithm for Breast Cancer Classification
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
2008
The Development of Clustering System for Protein Tertiary Structure Prediction using Machine Learning Algorithms
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
2008
Design Metrics for the Architectural Model of Distributed Software Systems
MINISTRY OF EDUCATION Short Term
1996
The Development Of Collaboration Protocol Of Multi Agent In A Web Based Environment
Short Term
1996
The Development Of Collaboration Protocol Of Multi Agent In A Web Based Environment
Short Term
1996
The Development of Constraint Agent for Planning and Scheduling
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
1995
The Development of Constraint Agent for Planning and Scheduling
MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund
1995

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Soft Lens Detection In Iris Image Using Lens Boundary Analysis And Pattern Recognition Approach
INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2021
Fusion Iris And Periocular Recognitions In Non-Cooperative Environment
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND INFORMATICS
Publication In Scopus UTM FIRST AUTHOR
2019
Contact Lens Classification By Using Segmented Lens Boundary Features
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2018
Analysis On Texture And Colour Based Features Of Periocular For Low Resolution Colour Iris Images
PROCEEDINGS - 2018 IEEE CONFERENCE ON SYSTEMS, PROCESS AND CONTROL, ICSPC 2018
Publication In Scopus UTM FIRST AUTHOR
2018
Iris Segmentation
INTERNATIONAL JOURNAL OF ENGINEERING AND TECHNOLOGY
Publication In Scopus CO-AUTHOR
2018
Low-Illuminated Spot-5 Image Improvement For Density-Based Vegetation Identification Using Three-Layer Colour Manipulation Approach
INTERNATIONAL JOURNAL OF ADVANCED INTELLIGENCE PARADIGMS
Publication In Scopus CORRESPONDING AUTHOR
2018
Exhaustive Search For Test Case Generation From Uml Sequence Diagram And Statechart Diagram
UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings UTM FIRST AUTHOR
2017
Clustering Alkire Foster-Oriented Quantification In Measuring Multidimensional Poverty Indicators By Using Intelligent Adaptive Neural Fuzzy Inference Systems
ADVANCED SCIENCE LETTERS
Publication In Web Of Science CO-AUTHOR
2017
Incorporating Multiple Biology Based Knowledge To Amplify The Prophecy Of Enzyme Sub-Functional Classes
INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY
Publication In Scopus CO-AUTHOR
2017
The Role-Based Goal Modeling
JOURNAL OF SOFTWARE
Journal Article Non Citation-Indexed CO-AUTHOR
2016
The Data-Driven Fuzzy Rulebased Systems For Urban Poverty In Malaysia
THE INTERNATIONAL WORKSHOP ON BIG DATA ANALYTICS 2016 (IWBDA 2016)
Conference Paper CO-AUTHOR
2016
Contact Lens Classification By Using Segmented Lens Boundary Features
INTERNATIONAL RESEARCH CONFERENCE AND INNOVATION EXHIBITION (IRCIE 2016)
Conference Paper UTM FIRST AUTHOR
2016
Clustering Alkire Foster-Oriented Quantification In Measuring Multidimensional Poverty Indicators By Using Intelligent Anfis
2016 INTERNATIONAL CONFERENCE ON SOCIAL SCIENCES AND HUMANITIES (SOSHUM)
Conference Paper CO-AUTHOR
2016
Shoreline Detection, In Tanjung Piai, Malaysia By Improving The Low Brightness And Contrast Of Spot-5 Images Using The Nir-He Method
INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION
Publication In Scopus CO-AUTHOR
2016
Maturity-Based Analysis Of Lightweight Ontology From The Aspect Of Extensibility, Reusability And Evolutionary
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CO-AUTHOR
2015
Frame Detection Using Gradients Fuzzy Logic And Morphological Processing For Distant Color Eye Images In An Intelligent Iris Recognition System
APPLIED SOFT COMPUTING
Publication In Web Of Science CORRESPONDING AUTHOR
2015
A Modified Migrating Bird Optimization For University Course Timetabling Problem
JURNAL TEKNOLOGI
Publication In Scopus CORRESPONDING AUTHOR
2015
A Low Lighting Or Contrast Ratio Visible Iris Recognition Using Iso-Contrast Limited Adaptive Histogram Equalization
KNOWLEDGE-BASED SYSTEMS
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Multi-Layer Fuzzy Logic For Welfare Disbursement
IEEE 3RD INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, MODELING AND SIMULATION, AIMS2015
Conference Paper CO-AUTHOR
2015
A Hybrid Swarm-Based Approach To University Timetabling
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
Publication In Web Of Science CORRESPONDING AUTHOR
2015
An Approach For Automatic Generation Of Test Cases From Uml Diagrams
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND ITS APPLICATIONS
Publication In Scopus UTM FIRST AUTHOR
2015
A Unified Approach For Unconstrained Off-Angle Iris Recognition
PROCEEDINGS - 2014 INTERNATIONAL SYMPOSIUM ON BIOMETRICS AND SECURITY TECHNOLOGIES, ISBAST 2014
Publication In Scopus UTM FIRST AUTHOR
2015
A New Hybrid Imperialist Swarm-Based Optimization Algorithm For University Timetabling Problems
INFORMATION SCIENCES
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Fusing The Line Intensity Profile And Support Vector Machine For Removing Reflections In Frontal Rgb Color Eye Images
INFORMATION SCIENCES
Publication In Web Of Science CORRESPONDING AUTHOR
2014
Multimodal Biometrics: Weighted Score Level Fusion Based On Non-Ideal Iris And Face Images
EXPERT SYSTEMS WITH APPLICATIONS
Publication In Web Of Science CORRESPONDING AUTHOR
2014
A Novel Hybrid Swarm Based Approach For Curriculum Based Course Timetabling Problem
2014 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)
Publication In Web Of Science UTM FIRST AUTHOR
2014
Development Of A Robust Parser For Extracting Artifacts During Model-Based Testing From Uml Diagrams
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND TECHNOLOGY
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2014
A Study Of Lightweight Ontology For Herb Domain
2014 8TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE (MYSEC)
Conference Paper CO-AUTHOR
2014
A Study Of Lightweight Ontology For Herb Domain
2014 8TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE (MYSEC)
Proceedings CO-AUTHOR
2014
An Improved Model-Based Technique For Generating Test Scenarios From Uml Class Diagrams
HANDBOOK OF RESEARCH ON EMERGING ADVANCEMENTS AND TECHNOLOGIES IN SOFTWARE ENGINEERING
Book Chapter UTM FIRST AUTHOR
2014
An Improved Multiscale Retinex Algorithm For Motion-Blurred Iris Images To Minimize The Intra-Individual Variations
PATTERN RECOGNITION LETTERS
Publication In Web Of Science CORRESPONDING AUTHOR
2013
Feature Extraction For Different Distances Of Visible Reflection Iris Using Multiscale Sparse Representation Of Local Radon Transform
PATTERN RECOGNITION
Publication In Web Of Science CORRESPONDING AUTHOR
2013
The Fuzzy Cooperative Genetic Algorithm (Fcoga): The Optimisation Of A Fuzzy Model Through Incorporation Of A Cooperative Coevolutionary Method
JOURNAL OF COMPUTING
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2011
An Optimal Mesh Algorithm For Remote Protein Homology Detection
INTERNATIONAL JOURNAL OF BIO-SCIENCE AND BIO-TECHNOLOGY
Publication In Scopus CO-AUTHOR
2011
Pairwise Protein Substring Alignment With Latent Semantic Analysis And Support Vector Machines To Detect Remote Protein Homology
INTERNATIONAL JOURNAL OF BIO-SCIENCE AND BIO-TECHNOLOGY
Publication In Scopus CO-AUTHOR
2011
Utilizing Shared Interacting Domain Patterns And Gene Ontology Information To Improve Protein-Protein Interaction Prediction
COMPUTERS IN BIOLOGY AND MEDICINE
Publication In Web Of Science CO-AUTHOR
2010
A Study Of Cooperative Co-Evolutionary Genetic Algorithm For Solving Flexible Job Shop Scheduling Problem
WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY
Publication In Scopus UTM FIRST AUTHOR
2010
Incorporating Multiple Genomic Features With The Utilization Of Interacting Domain Patterns To Improve The Prediction Of Protein-Protein Interactions
INFORMATION SCIENCES
Publication In Web Of Science CO-AUTHOR
2010
An Investigation Of Fuzzy Multiple Heuristic Orderings In The Construction Of University Examination Timetables
COMPUTERS AND OPERATIONS RESEARCH
Publication In Web Of Science UTM FIRST AUTHOR
2009
Splitssi-Svm: An Algorithm To Reduce The Misleading And Increase The Strength Of Domain Signal
COMPUTERS IN BIOLOGY AND MEDICINE
Publication In Web Of Science CO-AUTHOR
2009
Automated Examination Timetabling Construction Using Fuzzy Approach
Advances in Planning, Scheduling and Timetabling Volume 2
Book Chapter INDIVIDUAL AUTHOR
2008
Automated Examination Timetabling Solution Construction Using Fuzzy Approach
Advances in Planning, Scheduling and Timetabling Volume 2
Book Chapter INDIVIDUAL AUTHOR
2008
A Novel Fuzzy Approach To Evaluate The Quality Of Examination Timetabling
Proc. Of the 6th International Conference on the Practice and Theory of Automated Timetabling
Conference Paper INDIVIDUAL AUTHOR
2007
A Novel Fuzzy Approach To Evaluate The Quality Of Examination Timetabling
LECTURE NOTES IN COMPUTER SCIENCE
Publication In Web Of Science CORRESPONDING AUTHOR
2007
Fuzzy Multiple Heuristic Orderings For Examination Timetabling
PRACTICE AND THEORY OF AUTOMATED TIMETABLING V
Publication In Web Of Science CORRESPONDING AUTHOR
2005
Fuzzy Multiple Heuristic Ordering For Course Timetabling
PROCEEDINGS OF THE 2005 UK WORKSHOP ON COMPUTATIONAL INTELLIGENCE, UKCI 2005
Publication In Scopus CORRESPONDING AUTHOR
2005

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
SIM HIEW MOI
A FRAMEWORK FOR BIOMETRIC RECOGNITION USING NON-IDEAL IRIS AND FACE
2014 PHD GRADUATED SUPERVISOR
FONG CHENG WENG
HYBRID ARTIFICIAL BEE COLONY BASED APPROACHES FOR UNIVERSITY TIMETABLING PROBLEMS
2014 PHD GRADUATED SUPERVISOR
OLUWAGBEMI OLUWATOLANI
AUTOMATIC MODEL-BASED TEST CASE GENERATION FOR UML DIAGRAMS USING TREE TRAVERSAL ALGORITHM
2016 PHD GRADUATED SUPERVISOR
LAM WAY SHEN
HYBRID MIGRATING BIRD OPTIMIZATION BASED ALGORITHMS FOR UNIVERSITY COURSE TIMETABLING PROBLEM
2016 PHD GRADUATED SUPERVISOR
ANIS FARIHAN BINTI MAT RAFFEI
IRIS AND PERIOCULAR RECOGNITION USING COLOUR CONTRAST ENHANCEMENT FOR VISIBLE EYE IMAGES IN NON-COOPERATIVE ENVIRONMENT
2017 PHD GRADUATED SUPERVISOR
NUR ARIFFIN BIN MOHD ZIN
ENHANCED SEGMENTATION METHOD FOR SOFT LENS DETECTION IN IRIS RECOGNITION
2020 PHD GRADUATED SUPERVISOR
HU JING
IMPROVED REPRESENTATION LEARNING AND COMPLETION OF KNOWLEDGE GRAPHS IN RECOMMENDER SYSTEMS
PHD ON GOING SUPERVISOR
MOHD ARFIAN BIN ISMAIL
A MULTI-OBJECTIVE CONSTRAINED OPTIMIZATION METHOD FOR BIOCHEMICAL SYSTEM PRODUCTION
2011 MASTER GRADUATED SUPERVISOR
LEE YIH ROU
AN IMPROVED COOPERATIVE GENETIC ALGORITHM BASED GILFFLER AND THOMPHSON METHOD FOR FLEXIBLE JOB SHOP PROBLEM
2013 MASTER GRADUATED SUPERVISOR
D'YIA SARAH BINTI MD SHUKRI
IMAGE ENHANCEMENT AND UNIFIED SEGMENTATION APPROACH IN MOTION-BLURRED IMAGE FOR IRIS RECOGNITION
2013 MASTER GRADUATED SUPERVISOR
MUHAMAD ASYRAF BIN MOHD POUZI
TEXT CLASSIFICATION BY USING INTEGRATED OF PROBABILITIC EVOLVING SPIKING NEURAL NETWORK (PESNN) AND ENHANCED ARTIFICIAL FISH SWARM OPTIMIZATION (ENHANCED AFSO)  
2013 MASTER GRADUATED CO-SUPERVISOR
MARDHIAH BINTI ALIAS
HYBRID OF GAUSSIAN AND WALLIS FILTER FOR URBAN AREA CHARACTERIZATION OF LIDAR IMAGES
2013 MASTER GRADUATED CO-SUPERVISOR
ANIS FARIHAN BINTI MAT RAFFEI
PRE-PROCESSING AND FEATURE EXTRACTION FOR NON-COOPERTIVE ENVIRONMENT
2013 MASTER GRADUATED SUPERVISOR
NURSYAFIKAH BINTI HAMID
RESOLUTION IMPROVEMENT OF LOW ILLUMINATED IMAGES USING THREE LAYERS COLOUR APPROACH FOR TEMPORAL MANGROVE ANALYSIS
2015 MASTER GRADUATED SUPERVISOR
NURUL SHAZANI BINTI SAHIDAN
TEST CASE GENERATION OPTIMIZATION USING COMBINATION PREDICTION MODEL AND PRIORITIZATION IDENTIFICATION FOR COMPLEX SYSTEM RETESTING
2017 MASTER GRADUATED SUPERVISOR
NUR MUSFIRAH BINTI MUSTAFA ALBAKRI
NEW FEATURE LEVEL FUSION SCHEME FOR NON-COOPERATIVE MULTIMODAL BIOMETRICS RECOGNITION
2017 MASTER GRADUATED SUPERVISOR