UTM Scholar : PROF DR. SITI MARIYAM BT. HJ. SHAMSUDDIN

GRANT(PI & MEMBERS)

84

PUBLICATIONS

189

INDEXED PUBLICATION

114

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INDUSTRY GRANTS

INTERNATIONAL GRANTS

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

114

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
HIR 4.1 : SCALABLE ANALYTICS ALGORITHM FOR DIGITAL INTELLIGENCE ENVIRONMENT RUG OF UTM High Impact Research Grant	2018
Sentiment-Oriented Summarisation of Multi-Documents using Sentiment knowledge RUG OF UTM Professional Development Research University	2018
A New AUC based Learning with Hybrid Fuzzy Classifier for Class Imbalance Problem MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2017
PREDICTION OF STUDENT'S RETENTION IN MASSIVE OPEN ONLINE COURSE USING MULTI-STRATEGY APPROACH. RUG OF UTM Tier 1	2017
KINSHIP VERIFICATION USING NEW DEEP CNN FEATURES RUG OF UTM Tier 1	2017
GPUMLiB: Big Data Streaming for Visualization Analytics RUG OF UTM Tier 1	2017
Statistical Machine Learning Methods to Text Summarization RUG OF UTM Professional Development Research University	2017
MEASURING SCIENCE, TECHNOLOGY AND INNOVATION ACTIVITIES USING PATENT CITATION DATA RUG OF UTM Tier 1	2016
3D SKELETON HUMAN ACTION RECOGNITION BASED DEEP LEARNING ARCHITECTURE IN VIDEO SURVEILLANCE RUG OF UTM Tier 2	2016
FACIAL BASED BIOMETRIC SECURITY FOR ONLINE E-TICKETING RUG OF UTM Tier 2	2016
GPU-BASED SEGMENTATION FOR MEDICAL IMAGES. RUG OF UTM Tier 2	2016
AIRPORT DELAY FORECAST MODEL JEPPESEN GMBH,GERMANY Contract	2016
Enhancing Data Analytics Algorithms Using Deep Learning Approaches in Predicting Big Data Cyber-Enabled Crimes MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2016
INTELLIGENT PREDICTIVE ANALYTICS FOR RETAIL INDUSTRY RUG OF UTM Tier 1	2016
MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA RUG OF UTM Tier 1	2016
CLASS IMBALANCE LEARNING IN CUSTOMER BEHAVIOUR PREDICTIVE ANALYTICS FOR TOURISM RUG OF UTM Tier 1	2016
MIXED LOCAL GLOBAL TOPOLOGY PARTICLE SWARM OPTIMIZATION FOR COMBINATORIAL OPTIMIZATION PROBLEMS RUG OF UTM Professional Development Research University	2016
SOLVING DOCUMENT CLASSIFICATION PROBLEM USING NOVEL INTEGRATED EVOLVING SPIKING NEURAL NETWORK WITH FIREFLY ALGORITHM RUG OF UTM Tier 1	2015
P SYSTEM FOR BREATDH FIRST SEARCHING IN SHORTEST PATH ALGORITHMS MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2015
Massive Parallelism of Harmony Memory in N-dimensional Space MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2015
MULTIMODAL BIOMETRIC IDENTIFICATION SYSTEM PROTOTYPE FOR PERSONAL IDENTIFICATION MINISTRY OF EDUCATION Prototype Development Research Grant Scheme	2015
Database Summarization for Mobile Web Pre-fetching (MoDS) Using Rough Set MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2015
BIG DATA FRAMEWORK AND ANALYTICS FOR PALM OIL MILL EFFLUENT(POME) RUG OF UTM Flagship	2015
OCTAGONAL-BASED SELF ORGANIZING MAP LATTICE STRUCTURE FOR BIG DATA CLASSIFICATION PROBLEM RUG OF UTM Potential Academic Staff	2014
A Novel Optimized Hybrid Fuzzy Classifier For Class Imbalance Learning andClassification MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2014
MACHINE LEARNING PREDICTIVE ENGINE FOR BIG DATA PROBLEMS RUG OF UTM Flagship	2014
MIXED LOCAL-GLOBAL TOPOLOGY PARTICLE SWARM OPTIMIZATION FOR COMBINATORIAL OPTIMIZATION PROBLEMS RUG OF UTM Professional Development Research University	2014
WIRELESS MONITORING FOR BIG DATA PROBLEM RUG OF UTM Professional Development Research University	2014
Predictive Analytics Framework for E-Learning Big Data Computing RUG OF UTM Flagship-Research Group	2014
Cloud Computing Services for E-Learning Big Data RUG OF UTM Flagship-Research Group	2014
SMART NAVIGATION DESIGN FOR ELEARNING BIG DATA ANALYTICS RUG OF UTM Flagship-Research Group	2014
Multi Strategy Self Organizing Learning MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2014
Crowd Feedback for Efficient and Convenient Commuter Planning RUG OF UTM Flagship	2014
A GUIDELINE FOR ASSESSMENT OF HOUSING NEEDS FOR DEVELOPMENT PLANNING IN MALAYSIA INSTITUT PENILAIAN NEGARA (INSPEN) Non Goverment Agency	2014
New Rotational Moment Invariants MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2013
NEW IMPLICIT OPINION MINING MODEL FOR DRUG EFFECTIVENESS AND SIDE EFFECT RECOGNITION IN MEDICAL REVIEWS MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2013
Pilot Deployment of Intelligent Cross-Language Semantic Section-based Plagiarism Detection System MINISTRY OF EDUCATION Prototype Development Research Grant Scheme	2013
Mixed Local-Global Topology Particle Swarm Optimization For Combinatorial Optimization Problems POST DOCTORAL FELLOWSHIP Professional Development Research University	2013
Inregrated software Decision tree algorithm for Vehicle Tracking and Routing Control Systems based on Bio-Inspired computing approaches RUG OF UTM Matching Grant	2013
INTERACTIVE PUBLIC SITUATED DISPLAYS AND INTELLIGENT MOBILE WEB PRE-CACHING IN KNOWLEDGE ORIENTED DIGITAL UNIVERSITY FRAMEWORK RUG OF UTM Flagship	2013
Development of High Performance Image Segmentation Algorithms for Detecting Cancers from PET/CT/MRI Images MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2013
Adaptive Training of Supervised Machine Learning for Improving Web Proxy Caching POST DOCTORAL FELLOWSHIP Professional Development Research University	2013
ADAPTIVE TRAINING OF MACHINE LEARNING FOR IMPROVING WEB PROXY CACHING RUG OF UTM Tier 1	2012
Multi-objective Evolutionary Algorithms for Three Term BP network Learning RUG OF UTM Tier 2	2012
Satellite Communication Site Diversity Prediction in Malaysia Using Weather Radar Network RUG OF UTM Tier 1	2012
GLOBAL MOMENT- BASED FEATURES FOR BIOMETRIC VERIFICATION MINISTRY OF EDUCATION Exploratory Research Grant Scheme	2012
FUZZY CLASSIFIER FOR CLASSIFICATION OF PATIENTS SURVIVAL DATA RUG OF UTM Tier 2	2012
MEMETIC PARETO PARTICLE SWARM OPTIMIZATION BASED SPIKING NEURAL NETWORKS RUG OF UTM Tier 2	2012
KE ARAH KELESTARIAN PEMBANGUNAN PENDIDIKAN LUAR BANDAR MELALUI LEMBAGA KEMAJUAN JOHOR TENGGARA (KEJORA) DAN CENTRE FOR ADVANCEMENT IN RURAL EDUCATION INFORMATICS (ICARE) LEMBAGA KEMAJUAN JOHOR TENGGARA (KEJORA) Non Goverment Agency	2012
MULTI-OBJECTIVE HYBRID DIFFERENTIAL EVOLUTION BASED NEURAL NETWORK CLASSIFIER SHORT TERM RESEARCH GRANT FOR ACADEMIC VISITORS Academic Visitor	2011
Multi-variate Pattern Analysis for Forensic Identification and Verification MINISTRY OF EDUCATION Long Term Research Grant Scheme	2011
AN INTELLIGENT WEB PROXY CACHING APPROACH BASED ON MACHINE LEARNING RUG OF UTM Tier 1	2011
RAIN ATTENUATION SPACE-TIME CHARACTERIZATION AND ITS APPLICATION FOR SATELLITE COMMUNICATION FADE MITIGATION TECHNIQUES IN MALAYSIA RUG OF UTM Tier 1	2011
Further Development of Complex Geometric Modelling of Virtual Room Simulator for .Better Visualation. O.Y.L. R&D CENTRE SDN. BHD. Non Goverment Agency	2010
Modified Lorentzian Function In Weighted Central Moments MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2010
Human Memory System as Artificial Life for Web Browser Caching MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2008
A Contour-based Invariants in Global Geometric Functions MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2007
Development of Intelligent Tool for Poultry Disease Detection From Chaotic Data Using Machine Learning Techniques MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2007
Two-phase BP Learning for Fuzzy Type 2 Fuzzy Neural Networks MINISTRY OF EDUCATION Fundamental Research Grant Scheme	2007
Mathematical Modelling of the Recombination Capacity of System of Enzymes Acting on DNA Sciencefund	2000
Development of Compound Clustering Techniques Using Hybrid Soft-Computing Algorithms Sciencefund	2000
Intelligent Web Caching with Artificial Neural Network (ANN) Short Term	1999
Development of Computer Aided Three-Dimensional Geometric Modeler Based on Designer's Idea in Two-Dimensional MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1999
Development Knowledge Management for Adaptive Hypermedia Learning System MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Development of an Efficient Cursive Handwriting Recognition Systems using Hybrid Intelligent Techniques MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Moment-Based Extraction Techniques on Handwritten Characters MINISTRY OF EDUCATION Short Term	1998
Development Of Web Based Non-Rational B-Apline ( NURBS ) Surface Reconstruction System. MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Development of Intelligent System for Predicting Stock Market Price Movement Sciencefund	1998
The Development of a Real-Time 3D Multimedia Game Engine MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Design and Development of Intelligent Knowledge Discovery System for Stock Exchange Database MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Development of Face Identification System using Artificial Intelligent Techniques Based on Hybird Feature Selection MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1998
Computer-Aided Geometric Design (CAGD) on Analytic/ Syntatic Curves and Surfaces for Object Modelling Short Term	1997
Classifications of Deseasonalised Time Series Data using Soft Computing Techniques Short Term	1997
Higher Order Feature Techniques on Unconstrained Isolated Handwritten Mathematical Symbols and Characters MINISTRY OF EDUCATION Short Term	1996
A CAD Approach In Developing Mathematical Modules On Mathematical Computing System Short Term	1994
Specification Of Mathematical Computing System ( A CAD Approach) Short Term	1993

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name	Year
Adaptive Generation-Based Approaches Of Oversampling Using Different Sets Of Base And Nearest Neighbor’S Instances INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS Publication In Web Of Science CO-AUTHOR	2022
Detection Of Subtle White Matter Lesions In Mri Through Texture Feature Extraction And Boundary Delineation Using An Embedded Clustering Strategy SCIENTIFIC REPORTS Publication In Web Of Science CO-AUTHOR	2022
A Hybrid Deep Learning Architecture For Opinion-Oriented Multi-Document Summarization Based On Multi-Feature Fusion KNOWLEDGE-BASED SYSTEMS Publication In Web Of Science CO-AUTHOR	2021
Finger Vein Biometric Identification Using Discretization Method JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR	2021
Weighted Ensemble Based Extra Tree For Permission Analysis For Android Applications Classification JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY Publication In Scopus CO-AUTHOR	2021
Invariant Behavioural Based Discrimination For Individual Representation INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING Publication In Scopus CO-AUTHOR	2021
Stress Detection Using Machine Learning And Deep Learning JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR	2021
Enhancement Of Individuality Representation For Multi-Biometric Identification IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2020
Deep Layer Cnn Architecture For Breast Cancer Histopathology Image Detection ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus UTM FIRST AUTHOR	2020
Feature Selection For Malicious Android Applications Using Symmetrical Uncert Attribute Eval Method IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2020
Exploring Permissions In Android Applications Using Ensemble-Based Extra Tree Feature Selection INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus CO-AUTHOR	2020
Enhanced Of Autism Spectrum Disorder Using Grey Relational Analysis And Supervised Learning For Classification IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2020
Comparison Of Global And Local Features For Authord Identification By Using Geometrical And Zoning Methods JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR	2020
Convolutional Neural Network Long Short-Term Memory (Cnn + Lstm) For Histopathology Cancer Image Classification ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus CO-AUTHOR	2020
Feature Selection For Malicious Android Application Using Symmetricaluncertattributeeval Method SUSTAINABLE AND INTEGRATED ENGINEERING INTERNATIONAL CONFERENCE 2019 Conference Paper CO-AUTHOR	2019
Biometric Identification Based Scores Discretization On Multi Forms Of Image Structures INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION Publication In Scopus CO-AUTHOR	2019
MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA Clasified/Technical Report CO-AUTHOR	2019
Finger Vein Identification Based On Maximum Curvature Directional Feature Extraction JOURNAL OF CREATIVE PRACTICES IN LANGUAGE LEARNING AND TEACHING (CPLT) SPECIAL ISSUE: GENERATING NEW KNOWLEDGE THROUGH BEST PRACTICES IN COMPUTING AND MATHEMATICAL SCIENCES Journal Article Non Citation-Indexed CO-AUTHOR	2019
A Preliminary Study On Learning Challenges In Machine Learning-Based Flight Delay Prediction INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR	2019
Multi-Strategy Learning And Deep Harmony Memory Improvisation For Self-Organizing Neurons SOFT COMPUTING Publication In Web Of Science CO-AUTHOR	2019
A Multi-Shape Hybrid Symmetric Encryption Algorithm To Thwart Attacks Based On The Knowledge Of The Used Cryptographic Suite JOURNAL OF INFORMATION SECURITY AND APPLICATIONS Publication In Web Of Science CO-AUTHOR	2019
Automatic Sentiment-Oriented Summarization Of Multi-Documents Using Soft Computing SOFT COMPUTING Publication In Web Of Science UTM FIRST AUTHOR	2019
Deep Learning-Based Sentiment Classification Of Evaluative Text Based On Multi-Feature Fusion INFORMATION PROCESSING & MANAGEMENT Publication In Web Of Science CO-AUTHOR	2019
Hybrid Predictive Modelling For Motor Insurance Claim IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2019
Enhanced Massive Training Artificial Immune Recognition System For False Positives Reduction In Lung Nodules Classification INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION Publication In Scopus CO-AUTHOR	2019
Deep Learning Layer Convolutional Neural Network (Cnn) Scheme For Cancer Image IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2019
Deep Learning For Image Processing In Weka Environment INTERNATIONAL JOURNAL ADVANCE SOFT COMPUTING AND ITS APPLICATION Publication In Scopus UTM FIRST AUTHOR	2019
Educational Data Mining: Enhancement Of Student Performance Model Using Ensemble Methods IOP CONF. SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2019
A New Framework For Dynamical Resources Planning System In Shipbuilding Industry INT. J. ADVANCE SOFT COMPU. APPL (IJASCA) Publication In Scopus CO-AUTHOR	2019
An Heuristic Feature Selection Algorithm To Evaluate Academic Performance Of Students ICSGRC 2019 - 2019 IEEE 10TH CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM Publication In Scopus CO-AUTHOR	2019
Machine Learning Technique For Enhancing Classification Performance In Data Summarization Using Rough Set And Genetic Algorithm INTERNATIONAL JOURNAL OF SCIENTIFIC AND TECHNOLOGY RESEARCH Publication In Scopus CO-AUTHOR	2019
An Overview Of Uni- And Multi-Biometric Identification Of Identical Twins IEIE TRANSACTIONS ON SMART PROCESSING AND COMPUTING Publication In Scopus UTM FIRST AUTHOR	2019
DATABASE SUMMARIZATION FOR MOBILE WEB PRE-FETCHING (MODS) USING ROUGH SET (PROJECT PROFILE R.J130000.7928.4S117) Clasified/Technical Report CO-AUTHOR	2019
False Positives Reduction For Lung Nodules Detection Using Enhanced Massive Training Artificial Immune Recognition System 4TH INTERNATIONAL CONFERENCE ON SCIENCE IN INFORMATION TECHNOLOGY (ICSITECH 2018) Conference Paper CO-AUTHOR	2018
Automatic 2d Image Segmentation Using Tissue-Like P System INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus UTM FIRST AUTHOR	2018
Key-Dependent Advanced Encryption Standard 2018 INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, ELECTRICAL, AND ELECTRONICS ENGINEERING (ICCCEEE) Proceedings CO-AUTHOR	2018
MEASURING SCIENCE, TECHNOLOGY AND INNOVATION ACTIVITIES USING PATENT CITATION DATA Clasified/Technical Report CO-AUTHOR	2018
Evaluating Students' Learning Styles To Improve Educational Practices For A Web Development Course INTERNATIONAL JOURNAL OF ADVANCED RESEARCH Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2018
Comparison Of Prediction Methods For Air Pollution Data In Malaysia And Singapore INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR	2018
Machine Learning-Based Multi-Documents Sentiment-Oriented Summarization Using Linguistic Treatment EXPERT SYSTEMS WITH APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR	2018
Handling Class Imbalance In Credit Card Fraud Using Resampling Methods INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS Publication In Web Of Science CO-AUTHOR	2018
Convolution Neural Network For Detecting Histopathological Cancer Detection ADVANCED SCIENCE LETTERS Publication In Web Of Science UTM FIRST AUTHOR	2018
Multi-Parameters Optimization From Agricultural Waste Using Genetic Algorithm ADVANCED SCIENCE LETTERS Publication In Web Of Science UTM FIRST AUTHOR	2018
A New Hybrid K-Means Evolving Spiking Neural Network Model Based On Differential Evolution RECENT TRENDS IN INFORMATION AND COMMUNICATION TECHNOLOGY Publication In Web Of Science CO-AUTHOR	2018
Fuzzy Classifier For The Classification Of Imbalanced Medical Data Sets SOFT COMPUTING FOR KNOWLEDGE DISCOVERY AND DATA MINING Book Chapter CO-AUTHOR	2018
Statistical And Nature-Inspired Metaheuristics Analysis On Flexirubin Production INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CO-AUTHOR	2018
Automatic White Matter Lesion Detection And Segmentation On Magnetic Resonance Imaging: A Review Of Past And Current State-Of-The-Art INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION Publication In Scopus UTM FIRST AUTHOR	2018
White Matter Lesion Intensity Standardization Using Adaptive Landmark Based Brain Tissue Analysis On Flair Mr Image INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION Publication In Scopus UTM FIRST AUTHOR	2018
Proposed Scheme For Finger Vein Identification Based On Maximum Curvature And Directionalfeature Extraction Using Discretization LECTURE NOTES IN ELECTRICAL ENGINEERING Publication In Scopus UTM FIRST AUTHOR	2018
Fractional Order Cubic Spline INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION (IJASCA) Publication In Scopus UTM FIRST AUTHOR	2018
Analytics On Malicious Android Applications INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus UTM FIRST AUTHOR	2018
Gpu-Based Capso With N-Dimension Particles ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING BOOK SERIES Publication In Scopus CO-AUTHOR	2018
A Study Of Online And Face To Face Tutors And Learners Practices' In Collaborative Blended Learning UTM COMPUTING PROCEEDINGS INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings CO-AUTHOR	2018
A New Hybrid K-Means Evolving Spiking Neural Network Model Based On Differential Evolution 2ND INTERNATIONAL CONFERENCE OF RELIABLE INFORMATION AND COMMUNICATION TECHNOLOGY 2017 (IRICT 2017) Conference Paper CO-AUTHOR	2017
Massive Learning Algorithm In Surface Reconstruction UTM COMPUTING PROCEEDING : INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings CO-AUTHOR	2017
Map Reducing Processing On Authorship Documentation UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2017
Multi-Back Propagation (Mbp) Algorithm For Big Data Application UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings CO-AUTHOR	2017
Usability Testing On Intelligent Mobile Web Pre-Fetching Of Cloud Storage Scheme INTERNATIONAL JOURNAL OF ADVANCES IN INTELLIGENT INFORMATICS Journal Article Non Citation-Indexed CO-AUTHOR	2017
Mobile Analytics Database Summarization Using Rough Set INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR	2017
A New Harmony Search Algorithm With Evolving Spiking Neural Network For Classification Problems JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING Publication In Scopus UTM FIRST AUTHOR	2017
A Systematic Literature Review On Features Of Deep Learning In Big Data Analytics INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS 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 CO-AUTHOR	2017
A Hybrid Differential Evolution Algorithm For Parameter Tuning Of Evolving Spiking Neural Network INTERNATIONAL JOURNAL OF COMPUTATIONAL VISION AND ROBOTICS Publication In Scopus UTM FIRST AUTHOR	2017
Machine Learning Techniques For Prediction Of Pre-Fetched Objects In Handling Big Data Storage 2ND INTERNATIONAL CONFERENCE ON DATA MINING AND BIG DATA Publication In Scopus CO-AUTHOR	2017
Machine Learning In Data Lake For Combining Data Silos DATA MINING AND BIG DATA Publication In Scopus CO-AUTHOR	2017
A Linguistic Treatment For Automatic External Plagiarism Detection KNOWLEDGE-BASED SYSTEMS Publication In Web Of Science UTM FIRST AUTHOR	2017
Hybrid Biogeography Based Optimization - Multilayer Perceptron For Application In Intelligent Medical Diagnosis 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONTROL TECHNOLOGY (I4CT) Conference Paper CO-AUTHOR	2016
A Review Of Kdd-Data Mining Framework And Its Application In Logistics And Transportation INTERNATIONAL JOURNAL OF SUPPLY CHAIN MANAGEMENT Publication In Scopus UTM FIRST AUTHOR	2016
Deep Learning And Its Applications: A Review DEEP LEARNING AND ITS APPLICATIONS: A REVIEW Conference Paper CO-AUTHOR	2016
Finger Vein Feature Extraction Using Discretization E-PROCEEDING OF THE 4TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE & COMPUTER SCIENCE 2016 Proceedings CORRESPONDING AUTHOR	2016
END REPORT : SMART NAVIGATION DESIGN FOR ELEARNING BIG DATA ANALYTICS Clasified/Technical Report CO-AUTHOR	2016
PROJECT PROFILE VOTE NUMBER: Q.J130000.2428.02G70 CLOUD COMPUTING SERVICES FOR E-LEARNING BIG DATA Clasified/Technical Report CO-AUTHOR	2016
An Integrated Harmony Search Algorithm-Based Multi-Objective Differential Evolution Of Evolving Spiking Neural Network INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS TECHNOLOGIES AND APPLICATIONS Excellence In Research For Australia (Era) UTM FIRST AUTHOR	2016
Memetic Harmony Search Algorithm Based On Multi-Objective Differential Evolution Of Evolving Spiking Neural Networks INTERNATIONAL JOURNAL OF SWARM INTELLIGENCE AND EVOLUTIONARY COMPUTATION Journal Article Non Citation-Indexed UTM FIRST AUTHOR	2016
Electromagnetic Field Optimization: A Physics-Inspired Metaheuristic Optimization Algorithm SWARM AND EVOLUTIONARY COMPUTATION Publication In Web Of Science UTM FIRST AUTHOR	2016
Particle Swarm Optimization For Anfis Interpretability And Accuracy SOFT COMPUTING JOURNAL Publication In Web Of Science UTM FIRST AUTHOR	2016
A Differential-Based Harmony Search Algorithm For The Optimization Of Continuous Problems EXPERT SYSTEMS WITH APPLICATIONS Publication In Web Of Science CORRESPONDING AUTHOR	2016
A New Rainfall Forecasting Model Using The Capso Algorithm And An Artificial Neural Network NEURAL COMPUTING AND ITS APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR	2016
Kullback Leibler Divergence For Image Quantitative Evaluation 23RD MALAYSIAN ANNUAL NATIONAL SYMPOSIUM OF MATHEMATICAL SCIENCES (SKSM) Publication In Web Of Science CORRESPONDING AUTHOR	2016
Tissue-Like P System For Segmentation Of 2d Hexagonal Images ARO-THE SCIENTIFIC JOURNAL OF KOYA UNIVERSITY Publication In Web Of Science UTM FIRST AUTHOR	2016
Human Action Invarianceness For Human Action Recognition SKIMA 2015 - 9TH INTERNATIONAL CONFERENCE ON SOFTWARE, KNOWLEDGE, INFORMATION MANAGEMENT AND APPLICATIONS Publication In Scopus CO-AUTHOR	2016
Human Action Invarianceness For Invarianceness Using Integration Moment For Human Action Recognition In Video ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus CO-AUTHOR	2016
New Algorithm For Fast Processing Rfid System In Container Terminal INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING (IJECE) Publication In Scopus UTM FIRST AUTHOR	2016
Gpu-Based Multiple Back Propagation For Big Data Problems INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus UTM FIRST AUTHOR	2016
Comparative Performance For Predictive Modelling In Motor Insurance Claims JURNAL TEKNOLOGI Publication In Scopus CO-AUTHOR	2016
Predictive Modelling For Motor Insurance Claims Using Artificial Neural Networks INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION Publication In Scopus CO-AUTHOR	2016
Management System Prototype For Intelligent Mobile Cloud Computing For Big Data JOURNAL TEKNOLOGI Publication In Scopus CO-AUTHOR	2016
Multi-Party Protocol With Access Control On Symmetric Fully Homomorphic Encryption Scheme JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY Publication In Scopus UTM FIRST AUTHOR	2016
Tools In Data Science For Better Processing AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-AUTHOR	2016
A Systematic Literature Review On Features Of Deep Learning In Big Data Analytics INTERNATIONAL WORKSHOP ON BIG DATA ANALYTICS 2016 (IWBDA 2016) Conference Paper CO-AUTHOR	2016
Rough Set Approach For Classifying Studentâ€™S Learning Style : A Comparative Analysis THE 7TH INTERNATIONAL CONFERENCE ON INTERNET (ICONI 2015) Conference Paper CO-AUTHOR	2015
Tools In Data Science For Better Processing SIMPOSIUM KEBANGSAAN SAINS MATEMATIK KE-23 Conference Paper CO-AUTHOR	2015
Wireless Monitoring For Big Data Centre Server Room And Equipments 2015 INTERNATIONAL CONFERENCEON SCIENCE IN INFORMATION TECHNOLOGY Proceedings UTM FIRST AUTHOR	2015
Data Science Vs Big Data @ Utm Big Data Centre 2015 INTERNATIONAL CONFERENCE ON SCIENCE IN INFORMATION TECHNOLOGY Proceedings CORRESPONDING AUTHOR	2015
CROWD FEEDBACK FOR EFFICIENT AND CONVENIENT COMMUTER PLANNING Clasified/Technical Report CO-AUTHOR	2015
Memetic Binary Particle Swarm Optimization For Discrete Optimization Problems INFORMATION SCIENCES Publication In Web Of Science CORRESPONDING AUTHOR	2015
Phandler: An Expert System For A Scalable Software Requirements Prioritization Process KNOWLEDGE-BASED SYSTEMS Publication In Web Of Science CO-AUTHOR	2015
Non Parametric Particle Swarm Optimization For Global Optimization APPLIED SOFT COMPUTING Publication In Web Of Science CORRESPONDING AUTHOR	2015
Solving Initial And Boundary Value Problems Using Learning Automata Particle Swarm Optimization ENGINEERING OPTIMIZATON Publication In Web Of Science UTM FIRST AUTHOR	2015
Accurate Palm Vein Recognition Based On Wavelet Scattering And Spectral Regression Kernel Discriminant Analysis JOURNAL OF ELECTRONIC IMAGING Publication In Web Of Science CORRESPONDING AUTHOR	2015
A Novel K-Means Evolving Spiking Neural Network Model For Clustering Problems LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS) Publication In Web Of Science CO-AUTHOR	2015
Octasom- An Octagonal Based Som Lattice Structure For Biomedical Problems INTERNATIONAL CONFERENCE ON COMPUTING AND INFORMATICS(ICOCI 2015) Publication In Web Of Science CO-AUTHOR	2015
Kajian Minat Kerjaya Melalui Sistem Penasihat Kursus (Spk) TANGGUNGJAWAB SOSIAL UNIVERSITI: MODEL PERKONGSIAN ILMU MELALUI PROJEK KOMUNITI UTM-KEJORA Book Chapter CO-AUTHOR	2015
Hybrid Nsga-Ii Optimization For Improving The Three-Term Bp Network For Multiclass Classification Problems JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY Publication In Scopus UTM FIRST 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 CO-AUTHOR	2015
Classification With Class Imbalance Problem: A Review INTERNATIONAL JOURNAL OF ADVANCE IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CO-AUTHOR	2015
Key Determinants Of Customer Satisfaction: Evidence From Malaysia Grocery Stores JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY Publication In Scopus CO-AUTHOR	2015
Ais Algorithm For Smart Antenna Application In Wlan JOURNAL OF ICT RESEARCH AND APPLICATIONS Publication In Scopus CORRESPONDING AUTHOR	2015
Proposed Scheme For Palm Vein Recognition Based On Linear Discrimination Analysis And Nearest Neighbour Classifier PROCEEDINGS - 2014 INTERNATIONAL SYMPOSIUM ON BIOMETRICS AND SECURITY TECHNOLOGIES, ISBAST 2014 Publication In Scopus UTM FIRST AUTHOR	2015
Multi-Objective K-Means Evolving Spiking Neural Network Model Based On Differential Evolution PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTING, CONTROL, NETWORKING, ELECTRONICS AND EMBEDDED SYSTEMS ENGINEERING Publication In Scopus CO-AUTHOR	2015
Multi-Objective Differential Evolution Of Evolving Spiking Neural Networks For Classification Problems IFIP ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY Publication In Scopus UTM FIRST AUTHOR	2015
Bijective Soft Set Classification Of Student'S Learning Styles 8TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE, MYSEC 2014 Conference Paper UTM FIRST AUTHOR	2014
Optimizing Expressibility And Performance Of Kleene Operators On Binary Tree-Based Directed Graph In Complex Event Processing RESEARCH JOURNAL OF APPLIED SCIENCES, ENGINEERING AND TECHNOLOGY Publication In Scopus UTM FIRST AUTHOR	2014
An Optimization Technique Based On Imperialist Competition Algorithm To Measurement Of Error For Solving Initial And Boundary Value Problems Measurement Publication In Web Of Science UTM FIRST AUTHOR	2014
Near Infrared Face Recognition By Combining Zernike Moments And Undecimated Discrete Wavelet Transform DIGITAL SIGNAL PROCESSING Publication In Web Of Science UTM FIRST AUTHOR	2014
Capso: Centripetal Accelerated Particle Swarm Optimization Information Sciences Publication In Web Of Science CORRESPONDING AUTHOR	2014
Algorithm For Faster Computation Of Non-Zero Graph Based Invariants NEUROCOMPUTING Publication In Web Of Science CORRESPONDING AUTHOR	2014
Fusion Global-Local-Topology Particle Swarm Optimization For Global Optimization Problems MATHEMATICAL PROBLEMS IN ENGINEERING Publication In Web Of Science CORRESPONDING AUTHOR	2014
Enhancement Of Artificial Neural Network Learning Using Centripetal Accelerated Particle Swarm Optimization For Medical Diseases Diagnosis SOFT COMPUTING Publication In Web Of Science UTM FIRST AUTHOR	2014
Evaluation Of Intelligent Mobile Web Pre-Fetching System For Mobile Cloud Environment SERIES: FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS, NEW TRENDS IN SOFTWARE METHODOLOGIES, TOOLS AND TECHNIQUES Book Chapter CO-AUTHOR	2014
Near Infrared Face Recognition: A Comparison Of Moment-Based Approaches THE 8TH INTERNATIONAL CONFERENCE ON ROBOTIC, VISION, SIGNAL PROCESSING & POWER APPLICATIONS LECTURE NOTES IN ELECTRICAL ENGINEERING Book Chapter UTM FIRST AUTHOR	2014
A Review Of Intelligent Methods For Pre-Fetching In Cloud Computing Environment RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING, ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Book Chapter CO-AUTHOR	2014
Multiobjective Differential Evolutionary Neural Network For Multi Class Pattern Classification RECENT ADVANCES ON SOFT COMPUTING AND DATA MINING Book Chapter UTM FIRST AUTHOR	2014
Machine Learning Big Data Framework And Analytics For Big Data Problems INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION Publication In Scopus CO-AUTHOR	2014
Evaluating Feature Extractors And Dimension Reduction Methods For Near Infrared Face Recognition Systems JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING) Publication In Scopus CO-AUTHOR	2014
Flight Mh370 Community Structure INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIOBS Publication In Scopus UTM FIRST AUTHOR	2014
A Novel Method For Reduction Of Error Rates In K-Means Clustering Algorithm LIFE SCIENCE JOURNAL Publication In Scopus UTM FIRST AUTHOR	2014
Erratum: Memetic Multiobjective Particle Swarm Optimization-Based Radial Basis Function Network For Classification Problems (Information Sciences (2013) 239 (165-190)) INFORMATION SCIENCES Publication In Scopus UTM FIRST AUTHOR	2014
PROJECT PROFILE VOTE NUMBER : Q.J130000.2428.00G96 INTERACTIVE PUBLIC SITUATED DISPLAYS INTELLIGENT MOBILE WEB PRE-CACHING KNOWLEDGE ORIENTED DIGITAL UNIVERSITY Clasified/Technical Report CO-AUTHOR	2014
Fusing Modalities In Forensic Identification With Score Discretization 2ND INTERNATIONAL WORKSHOP ON AUTOMATED FORENSIC HANDWRITING ANALYSIS Proceedings CO-AUTHOR	2013
Near Infrared Face Recognition: A Comparison Of Moment-Based Approaches THE 8TH INTERNATIONAL CONFERENCE ON ROBOTICS, VISION, SIGNAL PROCESSING & POWER APPLICATIONS (ROVISP 2013) Conference Paper UTM FIRST AUTHOR	2013
A Survey Of Web Caching Architectures Or Deployment Schemes INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR	2013
A Review On Handwritten Character And Numeral Recognition For Roman, Arabic, Chinese And Indian INTERNATIONAL JOURNAL OF ADVANCED STUDIES IN COMPUTER SCIENCE AND ENGINEERING Journal Article Non Citation-Indexed CO-AUTHOR	2013
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 CO-AUTHOR	2013
Intelligent Caching Wireless Data Access In The Wireless Spectrum TELKOMNIKA INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING Journal Article Non Citation-Indexed CO-AUTHOR	2013
Balanced The Trade-Offs Problem Of Anfis Using Particle Swarm Optimization TELKOMNIKA Publication In Scopus UTM FIRST AUTHOR	2013
Memetic Multiobjective Particle Swarm Optimization-Based Radial Basis Function Network For Classification Problems INFORMATION SCIENCES Publication In Web Of Science UTM FIRST AUTHOR	2013
Improved Spikeprop For Using Particle Swarm Optimization MATHEMATICAL PROBLEMS IN ENGINEERING Publication In Web Of Science CORRESPONDING AUTHOR	2013
Binary Accelerated Particle Swarm Algorithm (Bapsa) For Discrete Optimization Problems JOURNAL OF GLOBAL OPTIMIZATION Publication In Web Of Science UTM FIRST AUTHOR	2013
Implementation Of Social Network Analysis For Web Cache Concent Mining Visualization COMPUTATIONAL SOCIAL NETWORKS: MINING AND VISUALIZATION Book Chapter UTM FIRST AUTHOR	2013
Economic Indicators Selection For Crime Rates Forecasting Using Cooperative Feature Selection AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-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 UTM FIRST AUTHOR	2013
Dynamic Quantum-Inspired Particle Swarm Optimisation As Feature And Parameter Optimiser For Evolving Spiking Neural Networks INTERNATIONAL JOURNAL OF MODELING AND OPTIMISATION Journal Article Non Citation-Indexed CO-AUTHOR	2012
Multi-Objective Hybrid Evolutionary Algorithms For Radial Basis Function Neural Network Design KNOWLEDGE-BASED SYSTEMS Publication In Web Of Science CO-AUTHOR	2012
Detection Of Abnormal Behaviors In Crowd Scene: A Review INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus UTM FIRST AUTHOR	2012
Computational Social Networks: Mining And Visualization, Series In Computer Communications And Networks IMPLEMENTATION OF SOCIAL NETWORK ANALYSIS FOR WEB CACHE CONTENT MINING VISUALIZATION Book Chapter CO-AUTHOR	2012
Compact Classification Of Optimized Boolean Reasoning With Particle Swarm Optimization INTELLIGENT DATA ANALYSIS Publication In Web Of Science CORRESPONDING AUTHOR	2012
Crowd Analysis And Its Applications 2ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTING SYSTEMS (ICSECS 2011) Conference Paper UTM FIRST AUTHOR	2011
Region-Based Touched Character Segmentation In Handwritten Words INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL Publication In Web Of Science CO-AUTHOR	2011
Parallel Numerical Solution For Temperature Prediction On Laser Glass Cutting Using Age Variances Method 2011 IEEE CONFERENCE ON SUSTAINABLE UTILIZATION DEVELOPMENT IN ENGINEERING AND TECHNOLOGY, STUDENT 2011 Publication In Scopus CO-AUTHOR	2011
An Extended Evolving Spiking Neural Network Model For Spatio-Temporal Pattern Classification PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS Publication In Scopus CO-AUTHOR	2011
The Parallel Age Variances Method For Temperature Prediction On Laser Glass Interaction ISCI 2011 - 2011 IEEE SYMPOSIUM ON COMPUTERS AND INFORMATICS Publication In Scopus CO-AUTHOR	2011
Quantum-Inspired Particle Swarm Optimisation For Feature Selection And Parameter Optimisation In Evolving Spiking Neural Networks For ClassiãƒÂ¯Ã‚Â¬Ã‚ÂCation Tasks EVOLUTIONARY ALGORITHM Book Chapter CO-AUTHOR	2011
String Pattern Recognition Using Evolving Spiking Neural Networks And Quantum Inspired Particle Swarm Optimization NEURAL INFORMATION PROCESSING PT 2, PROCEEDING Publication In Web Of Science UTM FIRST AUTHOR	2009
Integrated Feature Selection And Parameter Optimization For Evolving Spiking Neural Networks Using Quantum Inspired Particle Swarm Optimization SOCPAR 2009 - SOFT COMPUTING AND PATTERN RECOGNITION Publication In Scopus CO-AUTHOR	2009
The Impact Of Social Network Structure In Particle Swarm Optimization For Classification Problems INTERNATIONAL JOURNAL OF SOFT COMPUTING Publication In Scopus CO-AUTHOR	2009
Rough Web Caching ROUGH SET THEORY: A TRUE LANDMARK IN DATA ANALYSIS, STUDIES IN COMPUTATIONAL INTELLIGENCE Book Chapter CO-AUTHOR	2009
Enhance Term Weighting Algoritm As Feature Selection Technique For Illicit Web Content Classification Eighth International Conference on Intelligent System Design and Application Conference Paper INDIVIDUAL AUTHOR	2008
Augmentation Of Elman Recurrent Network Learning With Particle Swarm Optimization PROCEEDINGS - 2ND ASIA INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION, AMS 2008 Publication In Scopus CO-AUTHOR	2008
Enhance Term Weighting Algorithm As Feature Selection Technique For Illicit Web Content Classification The Eight International Conference on Intelligent Systems Design and Applications (ISDA`08) Conference Paper INDIVIDUAL AUTHOR	2008
Ensemble Of One-Class Classifiers For Improved Network Instrusion Detection System Proceedings Of 4th Postgraduate Annual Research Seminar PARS 08 Conference Paper INDIVIDUAL AUTHOR	2008
A Review On Data Preparation In Insurance Industry 16th Symposium National of Mathematics & Science 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Using Linguistic Patterns In Fca-Based Approach For Automatic Acquisition Of Taxonomies From Malay Text Proceedings - International Symposium on Information Technology 2008, ITSim Conference Paper INDIVIDUAL AUTHOR	2008
Ensemble Of One-Class Classifiers For Network Intrusion Detection System Proceedings - The 4th International Symposium on Information Assurance and Security, IAS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Invariants Discretization For Individuality Representation In Handwritten Authorship 2nd International Workshop on Computational Forensics Conference Paper INDIVIDUAL AUTHOR	2008
Web Caching And Prefetching: What, Why, And How? International Symposium on Information Technology Conference Paper INDIVIDUAL AUTHOR	2008
Kohonen-Swarm Algorithm For Unstructured Data In Surface Reconstruction Proceedings - Computer Graphics, Imaging and Visualisation, Modern Techniques and Applications, CGIV Conference Paper INDIVIDUAL AUTHOR	2008
Hybridization Model Of Linear And Nonlinear Time Series Data For Forecasting Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Data Modeling For Kuala Lumpur Composite Index With Anfis Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Handwritten Digits Recognition Using Particle Swarm Optimization Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Augmentation Of Elman Recurrent Network Learning With Particle Swarm Optimization Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Intelligent Web Caching Using Neurocomputing And Particle Swarm Optimization Algorithm Proceedings - 2nd Asia International Conference on Modelling and Simulation, AMS 2008 Conference Paper INDIVIDUAL AUTHOR	2008
A Connectionist System Approach For Learning Logic Programs AICCSA 08 - 6th IEEE/ACS International Conference on Computer Systems and Applications Conference Paper INDIVIDUAL AUTHOR	2008
Particle Swarm Optimization For Neural Network Learning Enhancement JURNAL TEKNOLOGI (SCIENCES & ENGINEERING) Journal Article Non Citation-Indexed CO-AUTHOR	2008
Simulation Of Pornography Web Sites (Pws) Classification Using Principal Component Analysis With Neural Network International Journal of Simulation System, Science and Technology Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR	2008
Bounded Pso Vmax Function In Neural Network Learning PROCEEDINGS - 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, ISDA 2008 Publication In Scopus UTM FIRST AUTHOR	2008
Bp-Arima Model For Time Series Forecasting 16th Symposium National of Mathematics & Science 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Embedded Scale United Moment Invariant For Identification Of Handwriting Individuality ICCSA 2007: computational science and its applications, Lecture notes in computer science Conference Paper INDIVIDUAL AUTHOR	2007
Features Extraction For Illicit Web Pages Identifications Using Independent Component Analysis 2007 International Conference on Intelligent and Advanced Systems, ICIAS 2007 Conference Paper INDIVIDUAL AUTHOR	2007
A Genetic Algorithm Approach For Solving Fuzzy Linear And Quadratic Equations Proceedings Of World Academy Of Science, Engineering And Technology, Vol 22 Conference Paper INDIVIDUAL AUTHOR	2007
Classification Of Illicit Web Pages Using Neural Network Jurnal Teknologi Maklumat Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR	2007
A Framework Of Rough Cultural Algorithms In Optimizing Mobile Web Caching Performance Jurnal Teknologi Maklumat Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR	2007
Overview Representation Of Bsplines Curves And Surfaces Advances in Computer Graphics & Virtual Environment Volume 1 Book Chapter INDIVIDUAL AUTHOR	2007
Three Term Backpropagation Algorithm For Classification Problem Neural Network World Publication In Web Of Science INDIVIDUAL AUTHOR	2007
Visual Computer: Guest Editorial Visual Computer Publication In Web Of Science INDIVIDUAL AUTHOR	2007
Feature Selection Using Rough-Dpso In Anomaly Intrusion Detection COMPUTATIONAL SCIENCE AND ITS APPLICATIONS- ICCSA 2007, PT 1 PROCEEDING Publication In Web Of Science UTM FIRST AUTHOR	2007
Forecasting Time Series Data Using Hybrid Grey Relational Artificial Neural Network And Auto Regressive Integrated Moving Average Model NEURAL NETWORK WORLD Publication In Web Of Science CO-AUTHOR	2007
Brain-Inspired Computing For Solving Inverse Kinematics Of 3d Human Walking Advances in Computer Graphics & Virtual Environment Volume 1 Book Chapter INDIVIDUAL AUTHOR	2007
A Review On Learning Taxonomies From Malay Text Corpora Jurnal Teknologi Maklumat Journal Article Non Citation-Indexed INDIVIDUAL AUTHOR	2007

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name	Grant Register No.	IP Level	IP Category
A METHOD FOR TRAINING A RADIAL BASIS FUNCTION NETWORK		NATIONAL	PATENT
MOBILE WEB PRE-FETCHING SYSTEM	MY-161479-A	NATIONAL	PATENT
METHOD AND SYSTEM OF MISSING DATA IMPUTATOR		NATIONAL	PATENT
METHODS AND PROGRAM PRODUCT FOR CONSTRUCTING A SURFACE FOR COMPLEX OBJECTS	MY-168179-A	NATIONAL	PATENT
METHOD AND SYSTEM OF ARTIFICIAL LIFE NEURAL NETWORK CACHING PERFORMANCE DETECTION	MY-149134-A	NATIONAL	PATENT
METHOD AND SYSTEMS OF OPTIMIZING NURBS SURFACE FITTING FOR SHIP HULL WITH SIMULATED ANNEALING	MY-149025-A	NATIONAL	PATENT
IMMA-D:IMMUNE-BASED ANOMALY DETECTOR	MY- 152577-A	NATIONAL	PATENT
A HYBRID PARAMETERIZATION METHOD FOR NURBS.	MY- 142860-A	NATIONAL	PATENT
HYBRID CFS-PSOBP FORECASTING MODEL FOR MULTIVARIATE TIME SERIES	LY2018002356	NATIONAL	COPYRIGHT
HYBRID PREDICTIVE MODEL USING A NEW SCHEME FOR RANKING AND RATING FEATURES	LY2017005907	NATIONAL	COPYRIGHT
GEOMETRICAL FEATURE EXTRACTOR FOR HUMAN ACTION IN VIDEO SURVEILLANCE	LY2017004343	NATIONAL	COPYRIGHT
WORK FLOW PROCESS FOR THE OPTIMIZED FEATURE SELECTION SCHEME OF PARTICLE SWARM OPTIMIZATION AND DECISION TREE C4.5 FOR FUZZY CLASSIFIER WITH CLASSIFICATION ACCURACY AS FITNESS CRITERION FCPSO	LY2016003797	NATIONAL	COPYRIGHT
NTH DIMENSIONAL OCTAGONAL LATTICE STRUCTURE FOR SELF ORGANIZING MAP	LY2017005940	NATIONAL	COPYRIGHT
SUPERVISED INVARIANT DISCRETIZATION FOR STANDARD FEATURE REPRESENTATION	LY2017003199	NATIONAL	COPYRIGHT
MULTI OBJECTIVE HYBRID SWARM INTELLIGENCE BASED RADIAL BASIS FUNCTION NETWORK ALGORITHM	-	NATIONAL	COPYRIGHT
MEMETIC PARETO DIFFERENTIAL EVOLUTIONARY RADIAL BASIS FUNCTION NETWORK ALGORITHM	-	NATIONAL	COPYRIGHT
AN INTEGRATED FORMULATION OF ZERNIKE INVARIANT FOR MINING INSECT IMAGES		NATIONAL	COPYRIGHT
AFFINE MOMENT INVARIANT FOR EXTRACTION INSECT IMAGES		NATIONAL	COPYRIGHT
ENHANCED SELF ORGANIZING MAP (ESOM) AND PARTICLE SWARM OPTIMIZATION (PSO) FOR CLASSIFICATION PROBLEMS		NATIONAL	COPYRIGHT
FAST INDEPENDENT COMPONENT ANALYSIS AND SELF ORGANIZING MAP FOR CLASSIFICATION PROBLEMS		NATIONAL	COPYRIGHT
RESEARCH TRENDS IN COMPUTER SCIENCE		NATIONAL	COPYRIGHT
ARTIFICIAL FISH SWARM ALGORITHM		NATIONAL	COPYRIGHT
MCC1180(PROJECT I)-RESEARCH METHODOLOGY (PART 1)		NATIONAL	COPYRIGHT
MCC1180(PROJECT I)- RESEARCH METHODOLOGY CHAPTER 1 THESIS ORGANIZATION		NATIONAL	COPYRIGHT
WACANA KOLEJ ISLAM PERAK: RESEARCH MOTIVATIONS		NATIONAL	COPYRIGHT
WACANA UCAP UTAMA, UKM: ARTIFICIAL IMMUNE SYSTEM FOR ISLAMIC FINANCE: APPLICATIONS IN ABNORMAL STOCK TRADING DETECTION		NATIONAL	COPYRIGHT
PUBLISH YOUR PAPER TO IMPACT FACTOR (INDEX) JOURNAL/PROCEEDING		NATIONAL	COPYRIGHT
EXPERIMENTAL DESIGN IN COMPUTER SCIENCE(UNCOVER THE HIDDEN KNOWLEDGE FOR BETTER INVESTMENT)		NATIONAL	COPYRIGHT
WACANA- ARTIFICIAL INTELLIGENCE RESEARCH: CURRENT AND FUTURE TREND		NATIONAL	COPYRIGHT
SIRI WACANA #1- PENDISKRETAN SET KASAR MENGGUNAKAN TA'AKULAN BOOLEAN		NATIONAL	COPYRIGHT
MCC 1513-ADVANCED ARTIFICIAL INTELLIGENCE INTRODUCTION TO AI AND BRAIN STRUCTURE LECTURE #1		NATIONAL	COPYRIGHT
MCC 1513-ADVANCED ARTIFICIAL INTELLIGENCE LECTURE #2 BRAIN STRUCTURE & ARTIFICIAL STRUCTURE		NATIONAL	COPYRIGHT
MCC 1513-ADVANCED ARTIFICIAL INTELLIGENCE LECTURE #3 MULTILAYER PERCEPTRON		NATIONAL	COPYRIGHT
MCC 1513-ADVANCED ARTIFICIAL INTELLIGENCE LECTURE #4 BACKPROPAGATION NETWORK		NATIONAL	COPYRIGHT
MCC 1513-ADVANCED ARTIFICIAL INTELLIGENCE LECTURE #5 BP DERIVATIONS		NATIONAL	COPYRIGHT
MCC 1513-ADVANCED ARTIFICIAL INTELLIGENCE LECTURE #6 RECURENT NETWORK AND SOM		NATIONAL	COPYRIGHT
AUTOMATED GENERIC PARTICLE SWARM GENERATION		NATIONAL	COPYRIGHT
AUTOMATED MULTILAYER PERCEPTRON WITH GENERIC PARTICLE SWARM GENERATION		NATIONAL	COPYRIGHT
MODIFIED COST ERROR FUNCTION OF BACKPROPAGATION ALGORITHM		NATIONAL	COPYRIGHT
MODIFIED BACKPROPAGATION LEARNING WITH CONTROL HIDDEN LAYER		NATIONAL	COPYRIGHT
BIO-CACHE		NATIONAL	COPYRIGHT
A HYBRID PARAMETERIZATION METHOD FOR NURBS.		NATIONAL	COPYRIGHT
NURBS HYBRID PARAMETERIZATION FOR SHIP HULL DESIGN		NATIONAL	COPYRIGHT
BAHTERA MODELER		NATIONAL	COPYRIGHT
AS-HUM PREDICTOR		NATIONAL	COPYRIGHT
AS-HUM DISCRETIZER		NATIONAL	COPYRIGHT
AS-HUM DATA MANIPULATOR		NATIONAL	COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
AZAH KAMILAH BT. DRAMAN @ MUDA AUTHORSHIP INVARIANCENESS FOR WRITER IDENTIFICATION USING INVARIANT DISCRETIZATION AND MODIFIED IMMUNE CLASSIFIER PHD GRADUATED SUPERVISOR 2009
KUOK KING KUOK PARAMETER OPTIMIZATION METHODS FOR CALIBRATING TANK MODEL AND NEURAL NETWORK MODEL FOR RAINFALL-RUNOFF MODELING PHD GRADUATED CO-SUPERVISOR 2010
ROSELINA BTE SALLEH @ SALLEHUDDIN HYBRIDIZATION OF NONLINEAR AND LINEAR MODELS FOR TIME SERIES FORECASTING PHD GRADUATED SUPERVISOR 2010
LEE ZHI SAM ENHANCED FEATURE SELECTION METHOD FOR ILLICIT WEB CONTENT FILTERING PHD GRADUATED CO-SUPERVISOR 2010
MOHD ZAKREE BIN AHMAD NAZRI TAXONOMY LEARNING FROM MALAY TEXTS USING ARTIFICIAL IMMUNE SYSTEM BASED CLUSTERING PHD GRADUATED SUPERVISOR 2011
SULTAN NOMAN QASEM MEMETIC MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS OF RADIAL BASIS FUNCTION NETWORK FOR CLASSIFICATION PROBLEMS PHD GRADUATED SUPERVISOR 2011
ANAZIDA BINTI ZAINAL AN ADAPTIVE INTRUSION DETECTION MODEL FOR DYNAMIC NETWORK TRAFFIC PATTERNS USING MACHINE LEARNING TECHNIQUES PHD GRADUATED CO-SUPERVISOR 2011
HAMID RASTEGARI WEB SEARCH PERSONALIZATION USING ANT FORAGING MODEL AND ARTIFICIAL IMMUNE SYSTEMS PHD GRADUATED SUPERVISOR 2011
SARINA BINTI SULAIMAN OPTIMISATION OF INTELLIGENT MOBILE WEB PRE-CACHING USING SOCIAL NETWORK ANALYSIS PHD GRADUATED SUPERVISOR 2012
WALEED ALI AHMED ABDULLAH INTELLIGENT WEB PROXY CACHING BASED ON SUPERVISED MACHINE LEARNING PHD GRADUATED SUPERVISOR 2012
NOR BAHIAH BINTI HJ. AHMAD GRANULAR MINING APPROACH FOR IDENTIFYING STUDENT'S LEARNING STYLE IN E-LEARNING ENVIRONMENT PHD GRADUATED SUPERVISOR 2012
ZAHRA BEHESHTI CENTRIPETAL ACCELERATED PARTICLE SWARM OPTIMIZATION AND ITS APPLICATIONS IN MACHINE LEARNING PHD GRADUATED SUPERVISOR 2012
FALAH Y.H AHMED IMPROVED SPIKEPROP ALGORITHM FOR NEURAL NETWORK LEARNING PHD GRADUATED SUPERVISOR 2013
SHAFAATUNNUR BINTI HASAN MULTI-STRATEGY SELF-ORGANISING MAP LEARNING PHD GRADUATED SUPERVISOR 2013
VAZEERUDEEN ABDUL HAMEED IMPROVISED FORMULATION OF GEOMETRICAL MOMENT INVARIANT FUNCTIONS FOR OBJECT RECOGNITION PHD GRADUATED SUPERVISOR 2013
SAMSURYADI BIOMIMETIC PATTERN RECOGNITION FOR WRITER IDENTIFICATION USING GEOMETRICAL MOMENT FUNCTIONS PHD GRADUATED SUPERVISOR 2013
MUSAB BAGABIR PHD CROSS CAMPUS SUPERVISOR
RAZANA BINTI ALWEE SWARM OPTIMIZED SUPPORT VECTOR REGRESSION WITH AUTOREGRESSIVE INTEGRATED MOVING AVERAGE FOR MODELING OF CRIME RATE PHD GRADUATED SUPERVISOR 2014
SAJAD FAROKHI DYNAMIC FUSION OF ZERNIKE MOMENTS AND UNDECIMATED DISCRETE WAVELET TRANSFORM FOR NEAR INFRARED FACE RECOGNITION PHD GRADUATED SUPERVISOR 2014
KOUROSH NEMATI MASSIVE TRAINING RADIAL BASIS FUNCTION NETWORK FOR LUNG NODULE ENHANCED IMAGE PHD GRADUATED SUPERVISOR 2014
AIDA BINTI ALI OPTIMIZED FEATURE SELECTION USING PARTICLE SWARM OPTIMIZATION WITH FUZZY CLASSIFIER FOR IMBALANCED CLASS DATASETS PHD GRADUATED SUPERVISOR 2014
HANG SEE PHENG MASSIVE TRAINING ARTIFICIAL IMMUNE RECOGNITION SYSTEM FOR LUNG NODULES DETECTION PHD GRADUATED SUPERVISOR 2014
WONG YEE LENG MULTIMODAL BIOMETRIC IDENTIFICATION WITH IMPROVED DISCRETISED BASED MATCHING SCORE FUSION SCHEME PHD GRADUATED SUPERVISOR 2014
JAMEEL ABDULLA AHMED MUKRED ASSEMBLY SEQUENCE PLANNING USING HYBRID BINARY PARTICLE SWARM OPTIMIZATION PHD GRADUATED CO-SUPERVISOR 2014
NILAM NUR BINTI AMIR SJARIF NEW HUMAN ACTION RECOGNITION SCHEME WITH GEOMETRICAL FEATURE REPRESENTATION AND INVARIANT DISCRETIZATION FOR VIDEO SURVEILLANCE PHD GRADUATED SUPERVISOR 2014
ASHRAF OSMAN IBRAHIM ELSAYED LEARNING ENHANCEMENT OF THREE-TERM BACKPROPAGATION NETWORK BASED ON ELITIST MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS PHD GRADUATED SUPERVISOR 2015
ABDULRAZAK YAHYA SALEH AL-HABABI MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS OF SPIKING NEURAL NETWORKS PHD GRADUATED SUPERVISOR 2015
SELMA ELNASIR ABDELLA ABUKAROUG IMPROVED SCHEME FOR PALM VEIN RECOGNITION USING WAVELET SCATTERING AND SPECTRAL REGRESSION KERNEL DISCRIMINANT ANALYSIS PHD GRADUATED SUPERVISOR 2015
EINALLAH SALEHI MEMBRANE COMPUTING FOR SHORTEST PATH PROBLEM PHD GRADUATED SUPERVISOR 2015
YOUSEF FARHANG HYBRID OPTIMIZATION FOR K-MEANS CLUSTERING LEARNING ENHANCEMENT PHD GRADUATED SUPERVISOR 2015
NASSER OMER SAHEL BA-KARAIT ARTIFICIAL IMMUNE SYSTEM AND PARTICLE SWARM OPTIMIZATION FOR ELECTROENCEPHALOGRAM BASED EPILEPTIC SEIZURE CLASSIFICATION PHD GRADUATED SUPERVISOR 2015
BABAK BEHRAVESH ENHANCING PERFORMANCE AND EXPRESSIBILITY OF COMPLEX EVENT PROCESSING USING BINARY TREE-BASED DIRECTED GRAPH PHD GRADUATED SUPERVISOR 2015
AMMAR MOHAMMEDALI FADHIL IMPROVED IMAGE STEGANOGRAPHY SCHEME BASED ON BIT INVERTING MAP PHD GRADUATED SUPERVISOR 2016
ABDALRAHMAN MOHAMMED ALAMIN ABUELGASIM IMPROVED FRAMEWORK OF IMAGE REPRESENTATION FOR CONTENT-BASED IMAGE RETRIEVAL PHD GRADUATED SUPERVISOR 2016
ZURIAHATI BINTI MOHD YUNOS NEW SCHEME FOR HYBRID PREDICTIVE MODEL IN MOTOR INSURANCE CLAIMS PHD GRADUATED SUPERVISOR 2016
RAFAA ISMAEL YAHYA TISSUE-LIKE P SYSTEM FOR REGION-BASED AND EDGE-BASED IMAGE SEGMENTATIONS PHD GRADUATED SUPERVISOR 2016
MOHAMMED HUSSEIN MOHAMMED AL- ALI CROSS-SECTIONAL AND SYSTEM DYNAMICS APPROACH TO ANALYSE THE INFLUENCE OF STORE ATTRIBUTES ON OVERALL CUSTOMER SATISFACTION PHD GRADUATED CO-SUPERVISOR 2017
INTAN ERMAHANI BINTI A.JALIL HYBRID FEATURES RANKING WITH DISCRETIZATION MODEL FOR WRITER IDENTIFICATION PHD GRADUATED SUPERVISOR 2017
DIAN PALUPI RINI IMPROVING INTERPRETABILITY AND ACCURACY IN ADAPTIVE NEURO-FUZZY SYSTEM USING PARTICLE SWARM OPTIMIZATION PHD GRADUATED SUPERVISOR 2017
MOHAMAD FIRDAUS BIN AB AZIZ QUANTUM BASED META-HEURISTIC ALGORITHM FOR ELMAN RECURRENT NEURAL NETWORK LEARNING PHD GRADUATED SUPERVISOR 2017
NUR SYAHELA BINTI HUSSIEN MOBILE WEB PRE-FETCHING SCHEME IN IMPROVING STORAGE SERVICE IN CLOUD COMPUTING ENVIRONMENT PHD GRADUATED CO-SUPERVISOR 2017
ABDULLAH MARICH MOHAMMAD ALI ONTOLOGY-BASED CLOUD SERVICE DISCOVERY AND ATTRIBUTE EXTRACTION USING MULTIPLE PHASE CLASSIFIERS PHD GRADUATED SUPERVISOR 2018
MAHMOUD AHMAD SALEM AL-KHASAWNEH ENHANCED IMAGE ENCRYPTION SCHEME WITH NEW MAPREDUCE APPROACH FOR BIG SIZE IMAGES PHD GRADUATED CO-SUPERVISOR 2018
ONG KOK HAUR AUTOMATIC WHITE MATTER LESIONS DETECTION AND SEGMENTATION OF BRAIN MAGNETIC RESONANCE IMAGES PHD GRADUATED CO-SUPERVISOR 2018
BARIAH BINTI YUSOB SPIKING NEURONS IN 3D GROWING SELF-ORGANISING MAPS PHD GRADUATED SUPERVISOR 2018
WAMDA ABDELRAHMAN ELHAG NAGMELDIN ENHANCED FULLY HOMOMORPHIC ENCRYPTION SCHEME USING MODIFIED KEY GENERATION FOR CLOUD ENVIRONMENT PHD GRADUATED SUPERVISOR 2019
MOHAMMAD AWWAD MOHAMMAD ALNAGDAWI ENHANCED PHASE CONGRUENCY FEATURE-BASED IMAGE REGISTRATION FOR MULTIMODAL REMOTE SENSING IMAGERY PHD GRADUATED CO-SUPERVISOR 2020
SYED KHAWAR NADEEM KIRMANI FRACTIONAL ORDER DERIVATIVE ALGORITHM IN ENHANCING SPLINE CURVES FOR SHAPE PRESERVATION PHD GRADUATED CO-SUPERVISOR 2021
AJIBADE SAMUEL MOFOLUWA HYBRID CHAOTIC MAP PARTICLE SWARM OPTIMIZATION AND DIFFERENTIAL EVOLUTION FOR FEATURE SELECTION AND CLASSIFICATION PHD GRADUATED CO-SUPERVISOR 2021
YUHANIM HANI BINTI YAHAYA PERSON IDENTIFICATION BASED ON DISCRETISATION OF FINGER VEIN MAXIMUM CURVATURE AND DIRECTIONAL FEATURES PHD GRADUATED CO-SUPERVISOR 2021
HOWIDA ABUBAKER ABDULLA AL-KAAF INTEGRATED INFORMATION GAIN WITH EXTRA TREE ALGORITHM FOR FEATURE PERMISSION ANALYSIS IN ANDROID MALWARE CLASSIFICATION PHD GRADUATED CO-SUPERVISOR 2022
MASJURAIZI BIN CHE SOH ENCHANCEMENT OF RESOURCES PLANNING AND SCEDULING FRAMEWORK BASED ON ZONING FOR OUTFITTING PROCESS IN SHIPBUILDING PHD GRADUATED CO-SUPERVISOR 2022
SITI NURULASILAH BT SUHAIMI OPTIMIZING PIGMENT PRODUCTION FROM AGRICULTURAL WASTE USING METAHEURISTIC-BASED ALGORITHMS PHD GRADUATED CO-SUPERVISOR 2022
ABDELRAHMAN ABDELGADER ALTIGANI ABDELGADER MULTI-SHAPE SYMMETRIC ENCRYPTION MECHANISM FOR NON-GENERIC ATTACKS MITIGATION PHD GRADUATED CO-SUPERVISOR 2022
MUFTAH MOHAMED JOMAH BAROUD A NEW ROUGH SET BASED MAXIMUM PARTITIONING ATTRIBUTE ALGORITHM FOR CATEGORICAL DATA CLUSTERING PHD GRADUATED CO-SUPERVISOR 2022
HASNIZA ELLYATI BINTI HASSAN MULTICLASS STUDENT PERFORMANCE PREDICTION SCHEME WITH HYBRID PARTICLE SWARM OPTIMIZATION-BASED FEATURE SELECTION AND BAGGING CLASSIFIER PHD GRADUATED CO-SUPERVISOR 2023
ISMAIL BABAJIDE MUSTAPHA MINORITY ROBUST OPTIMIZATION FOR LEARNING IN DEEP NEURAL NETWORKS FOR IMBALANCED LEARNING OF TABULAR DATA PHD GRADUATED CO-SUPERVISOR 2023
ZANARIAH BINTI ZAINUDIN ENHANCED CONVOLUTIONAL NEURAL NETWORK MODEL WITH BAYESIAN HYPERPARAMETER OPTIMIZATION FOR HISTOPATHOLOGY IMAGE CLASSIFICATION PHD GRADUATED CO-SUPERVISOR 2023
NUR FARHANA BINTI HORDRI HYBRID DEEP NEURAL NETWORK AND PARTICLE SWARM OPTIMISATION FOR CREDIT CARD FRAUD DETECTION PHD GRADUATED CO-SUPERVISOR 2024
MUHAMAD ASYRAF BIN MOHD POUZI PIXEL-DMV: AN ADAPTIVE NOVEL HIGH SPATIAL-RESOLUTION IMAGE CLASSIFICATION USING PIXEL-BASED DIMENSIONAL VOTING SCHEMATIC STRUCTURE. PHD ON GOING CO-SUPERVISOR
AHMED KAMAL ALDIN SAHL MOHAMMED ALMARDI PHD ON GOING CO-SUPERVISOR
HATEM S Y NABUS INFORMATIVE DIFFICULT OVERSAMPLING APPROACHES FOR IMBALANCED DATA CLASSIFICATION PHD GRADUATED CO-SUPERVISOR 2024
SALISU MUSA BORODO SELECT FROM MODEL FEATURE SELECTION WITH OVERSAMPLING FOR IMBALANCE BIG DATA AND OVERLAPPING CLASSIFICATION PHD ON GOING CO-SUPERVISOR
MOHAMAD KHARULLI BIN OTHMAN FINGERPRINT RECONSTRUCTION BASED ON IMPROVED DIRECTIONAL IMAGE MASTER GRADUATED SUPERVISOR 2004
ADAM BIN SHAMSUDIN MASTER GRADUATED SUPERVISOR 2006
MUHAMAD NAJIB BIN ZAMRI ENHANCED OPTIMIZATION METHODS FOR RENDERING REAL-TIME VOLUMETRIC CLOUDSCAPES IN A VIRTUAL ENVIRONMENT MASTER GRADUATED SUPERVISOR 2006
ZURIAHATI BINTI MOHD YUNOS PREDICTIVE MODELLING FOR MALAYSIAN MOTOR INSURANCE CLAIMS &NBSP; MASTER GRADUATED SUPERVISOR 2006
A HAFINAZ BINTI RASHID MASTER GRADUATED SUPERVISOR 2006
ANG SWEE WEN THE SOCIAL CONSTRUCTIVISM FLIPPED CLASSROOM FRAMEWORK ON STUDENTS' COMPUTING PROBLEM SOLVING SKILL IN MALAYSIAN EDUCATION SETTING &NBSP; MASTER ON GOING SUPERVISOR
BARIAH BINTI YUSOB SPIKING NEURONS IN 3D GROWING SELF-ORGANIZING MAPS FOR SURFACE RECONSTRUCTION PROBLEMS. MASTER GRADUATED SUPERVISOR 2007
SYAIFUL NIZAM BIN YAHYA PENGESANAN PERLANGGARAN TERHADAP OBJEK BOLEH CANGGAH DAN TINDAKBALAS FIZIKAL MASTER GRADUATED SUPERVISOR 2007
MOHAMAD FIRDAUS BIN AB AZIZ QUANTUM BASED META-HEURISTIC ALGORITHM FOR ELMAN RECURRENT NEURAL NETWORK LEARNING MASTER GRADUATED SUPERVISOR 2007
NASSER OMER SAHEL BA-KARAIT MASTER GRADUATED SUPERVISOR 2007
KHALED MOHAMMED YASLAM BINABDL MASTER GRADUATED CO-SUPERVISOR 2007
FADNI BIN FORKAN ALGORITMA RANGKAIAN KOHONEN - SWARM BAGI PENJANAAN PERMUKAAN MASTER GRADUATED SUPERVISOR 2008
ROZAINA BINTI ISMAIL INTELIGENT SEISMIC EVALUATION OF BUILDING MASTER GRADUATED CO-SUPERVISOR 2008
FALAH Y.H AHMED MASTER GRADUATED SUPERVISOR 2009
SHAFAATUNNUR BINTI HASAN MASTER GRADUATED SUPERVISOR 2010
NORSHARINA BINTI ABU BAKAR INTEGRATED ZERNIKE FORMULATION FOR FEATURES GRANULARITY IN PATTERN RECOGNITION MASTER GRADUATED SUPERVISOR 2010
SAJAD JAMSHIDIAN GHALESEFIDI MASTER END OF STUDY PERIOD CO-SUPERVISOR
RELA PUTERI PAMUNGKAS WEIGHTED CENTRAL MOMENT FOR IMAGE INVARIANCENESS MASTER GRADUATED SUPERVISOR 2011
DELINT IRA SETYO ADI EVOLUTIONARY ALGORITHMS FOR SHIP HULL SKINNING APPROXIMATION MASTER GRADUATED SUPERVISOR 2011
PRIZA PANDUNATA OPTIMIZATION OF NON UNIFORM RELATIONAL B-SPLINE SURFACE RECONSTRUCTION USING GROWING GRID-DIFFERENTIAL EVOLUTION MASTER GRADUATED SUPERVISOR 2011
DEN FAIROL BIN SAMAON BIOMIMETIC FORENSIC SPEAKER IDENTIFICATION MASTER ON GOING SUPERVISOR
SRI LISTIA ROSA SISTEM KEBAL BUATAN TERHADAP PEMANTAUAN KETIDAKNORMALAN PESAKIT DALAM WAKTU NYATA MASTER GRADUATED SUPERVISOR 2013
FARIAA ABDALMAJED HAMEED MASTER GRADUATED SUPERVISOR 2013
ABDIRASHID SALAD NUR MASTER GRADUATED SUPERVISOR 2013
USMAN MUHAMMAD TUKUR MASTER GRADUATED SUPERVISOR 2014
HAGER.A.SULIMAN MASTER GRADUATED SUPERVISOR 2014
AMANTAY BILASH MASTER GRADUATED SUPERVISOR 2015
EBRAHIM KHAJEH HARMONY SEARCH ALGORITHM FOR EDGE DETECTION MASTER GRADUATED SUPERVISOR 2015
AFOLABI, LATEEFAT TEMITOPE MASTER GRADUATED SUPERVISOR 2015
ISMAIL BABAJIDE MUSTAPHA MINORITY ROBUST OPTIMIZATION FOR DEEP IMBALANCED LEARNING OF TABULAR DATA MASTER GRADUATED SUPERVISOR 2015
SYAZWA BINTI MAD JAIS INTELLIGENT TIME SHIFTED DECISION SCHEME FOR WEB CACHING MASTER GRADUATED CO-SUPERVISOR 2016
AINI NAJWA BINTI AZMI FRAMEWORK OF THE BEST PRACTICES IN INDUSTRIAL TRAINING FOR ELECTRICAL ENGINEERING STUDENTS TO MEET INDUSTRIES EXPECTATIONS MASTER GRADUATED CO-SUPERVISOR 2016
NUR SHAMINIE BINTI WAKIMIN MASTER GRADUATED SUPERVISOR 2017
SITI ZUHRA BINTI ABU BAKAR MASTER GRADUATED SUPERVISOR 2017
VINITHA A/P RAVICHANDRAN MASTER GRADUATED CO-SUPERVISOR 2018
NOR AFIFA BINTI ISMAIL MASTER GRADUATED CO-SUPERVISOR 2018
MERLINDA WIBOWO ENHANCED DATA SUMMARIZATION USING HYBRID ROUGH SET-GENETIC ALGORITHM MASTER GRADUATED CO-SUPERVISOR 2019