UTM Scholar : PROF MADYA DR. SITI ZAITON BT. MOHD HASHIM

GRANT(PI & MEMBERS)

65

PUBLICATIONS

140

INDEXED PUBLICATION

109

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INTERNATIONAL GRANTS

NATIONAL GRANTS

UNIVERSITY FUND

TOTAL

Publications

INDEXED PUBLICATION

109

NON-INDEXED PUBLICATION

OTHERS PUBLICATION

TOTAL

Supervisions

MASTER

PHD

TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name	Year
Development of AI-Driven Hologram of Tengku Abdul Rahman for Historical Education and Cultural Preservation Infinite Loop Media Sdn. Bhd. Contract	2024
Development of Drone-Based Trash Detection and Monitoring System for Environmental Stewardship in Riverbank KURITA WATER AND ENVIRONMENT FOUNDATION International Grant	2024
An Improved Ensemble Gene Selection with Convolved Features from Gene Expression and Topological Interactions for Identification of Potential Cancer Biomarkers RUG OF UTM UTM Encouragement Research	2024
Explainable Deep Learning Model using Modified Formal Concept Analysis for Palm Oil Fresh Fruit Ripeness Detection RUG OF UTM UTM Encouragement Research	2024
F4+ 3.3: Integrating XAI for Automated Diagnosis and Generative AI for Smart Prescription for Cardiovascular Diseases RUG OF UTM Geran Penyelidikan Hi-Tech(F4)	2024
A Novel Weighting Scheme Model in Interconnected Proteins and Pathway Topology Similarities: Directed Random Walk-based Cancer Biomarker Discovery Fundamental Research Grant Scheme	2024
PTW Online Application System TLP TERMINAL SDN BHD Contract	2023
A New Graph Convolutional Neural Network Cancer Subtypes Classification Model Using Sample Network Fusion of Multi Omic Data Fundamental Research Grant Scheme	2023
A New 3D Meshes Generative Model based on Multiple Depth Sensing for Real-time Avatar Faces Reconstruction in Metaverse Fundamental Research Grant Scheme	2023
MG2 - 34.1 : Holistic and Smart Society Transformation: Enhancing Decision-Making Culture with Data-Driven Predictive Models in Smart Village Planning RUG OF UTM Matching Grant	2023
MG2 - 34.0 : Holistic and Smart Society Transformation : Artificial Intelligence in Utilization for Smart Village Development UNIVERSITAS INDONESIA International Grant	2023
KKP_2_Program : Malaysia Big Data Research Excellence Consortium (BiDaREC) Konsortium Kecemerlangan Penyelidikan	2021
KKP_2_Training : Malaysia Big Data Research Excellence Consortium (BiDaREC) Konsortium Kecemerlangan Penyelidikan	2021
KKP_2_Networking : Malaysia Big Data Research Excellence Consortium (BiDaREC) Konsortium Kecemerlangan Penyelidikan	2021
KKP_2_Project : Malaysia Big Data Research Excellence Consortium (BiDaREC) Konsortium Kecemerlangan Penyelidikan	2021
A New Fast Method of Real-time 3D reconstruction using Multiples RGB-Depth Camera Streams for Mixed Reality Telepresence Fundamental Research Grant Scheme	2020
NOVEL DEEP LEARNING - CONCEPT DRIFT HYBRID MODELS RUG OF UTM UTM Fundamental Research	2020
BIG DATA TALENT ANALYTICS FOR PREDICTIVE BEHAVIORAL LEADERSHIP RUG OF UTM UTM High Impact Research	2020
TEKNOLOGI PENYIMPANAN AWAN KOMUNITI UNTUK BAHAGIAN TEKNOLOGI PENDIDIKAN NEGERI JOHOR RUG OF UTM UTM Encouragement Research	2019
CRG 19.0 : COGNITIVE IOT BASED ASSET TRACKING AND MONITORING FOR DYNAMIC ENVIRONMENT RUG OF UTM Collaborative Research Grant	2019
CRG 19.3 INTELLIGENT REPORTS BASED ON DATA ANALYTICS FOR ASSET LOCATION UNIVERSITI MALAYSIA TERENGGANU Collaborative Research Grant National	2019
Security and privacy preserving mechanism for device discovery in D2D communication HICOE Research Grant	2019
PEMBANGUNAN KOMUNITI LESTARI BANGSA JOHOR BAGI PERUMAHAN BERSTRATA KOS RENDAH DAN KOS SEPARA RENDAH (BANGSA JOHOR SUSTAINABLE COMMUNITY DEVELOPMENT FOR LOW-COST AND LOW-MEDIUM COST STRATIFIED HOUSING) YAYASAN RAJA ZARITH SOFIAH NEGERI JOHOR Business Entity	2018
QR BIG DATA CODE ON THE CLOUD RUG OF UTM COE Research Grant	2018
Joint Device Discovery Modeling for 5G Device to Device Multi Cell Communication Fundamental Research Grant Scheme	2017
A New AUC based Learning with Hybrid Fuzzy Classifier for Class Imbalance Problem Fundamental Research Grant Scheme	2017
A NEW CASE-BASED ENSEMBLE INTEGRATOR METHOD IN FUZZY INFERENCE SYSTEM Fundamental Research Grant Scheme	2017
KINSHIP VERIFICATION USING NEW DEEP CNN FEATURES RUG OF UTM Tier 1	2017
INTELLIGENT ROUTING ALGORITHM FOR DEVICE TO DEVICE COMMUNICATION IN 5G RUG OF UTM Tier 1	2017
FACIAL BASED BIOMETRIC SECURITY FOR ONLINE E-TICKETING RUG OF UTM Tier 2	2016
CLASS IMBALANCE LEARNING IN CUSTOMER BEHAVIOUR PREDICTIVE ANALYTICS FOR TOURISM RUG OF UTM Tier 1	2016
AN INTEGRATED POVERTY MEASUREMENT BASED ON INTELLIGENCE COMPUTATIONAL METHOD FOR WELFARE DISTRIBUTION RUG OF UTM Tier 1	2016
MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA RUG OF UTM Tier 1	2016
INTELLIGENT PREDICTIVE ANALYTICS FOR RETAIL INDUSTRY RUG OF UTM Tier 1	2016
ARTIFICIAL NEURAL NETWORK BASED ANTENNA BEAM SWITCHING ALGORITHM FOR 5G APPLICATION HICOE Research Grant	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 Fundamental Research Grant Scheme	2015
Educate Malaysia: Maths, English & Science - UTM-MESHelp Support - Program Minat dan Yakin Berbahasa Inggeris Networking Grant	2015
Application of Artificial Neural Network to Switched Beam Smart Antenna RUG OF UTM Tier 1	2015
BIG DATA FRAMEWORK AND ANALYTICS FOR PALM OIL MILL EFFLUENT(POME) RUG OF UTM Flagship	2015
A New Hyper-Heuristic Algorithm for Noise Attenuation in Parameter Estimation of Synthetic Biology Models Fundamental Research Grant Scheme	2014
SMART NAVIGATION DESIGN FOR ELEARNING BIG DATA ANALYTICS RUG OF UTM Flagship-Research Group	2014
A New Cuckoo-Neuro-Fuzzy Techniques in Gender Classification Based on Bovine Morphology Properties. Fundamental Research Grant Scheme	2014
INTELLIGENT TIMBER SURFACE DEFECT DETECTION RUG OF UTM Tier 1	2014
Development of a Multi-Objective Stormwater Extended Detention Pond Model for Urban Catchment System MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2012
Multi-variate Pattern Analysis for Forensic Identification and Verification Long Term Research Grant Scheme	2011
ROBUST IDENTIFICATION OF ABNORMALITIES IN DIABETIC RETINOPATHY IMAGES BASED ON LANDMARK FEATURES USING SOFT COMPUTING TECHNIQUES RUG OF UTM Tier 1	2011
A Modified Multi-Objective Genetic Algorithm for estimating optimal solutions of machining parameters RUG OF UTM Tier 2	2011
POLICY-BASED MANAGERS COORDINATION FOR AN ADAPTIVE ARCHITECTURAL FRAMEWORK RUG OF UTM Tier 1	2011
AFFINE-BASED TIME-SCALE UNIVERSAL WIRELESS CHANNEL SIMULATOR FOR STATIONARY AND NONSTATIONARY PROPAGATION CHANNELS RUG OF UTM Tier 1	2011
Optimized Software Test Case Generation With Hybrid Soft Computing UNIVERSITI TEKNOLOGI MALAYSIA Short Term	2009
Iterative Nearest Neighbour Based Clustering For Crime Patterns Identification MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2008
The Analysis of Dimensionality Reduction in Kernel Density Estimation for Microarray DNA Clustering Fundamental Research Grant Scheme	2008
Optimal Pruning Algorithm for Automated Fuzzy Rules Generation Fundamental Research Grant Scheme	2007
Adaptive Software Architecture For Radio Frequency Identification (Rfid) Middleware MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	2006
The Application of A1 Techniques for Developing Student Model for Adaptive Hypermedia Learning System on Distributed Environment MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund	1996
A CAD Approach In Developing Mathematical Modules On Mathematical Computing System Short Term	1994
Kursus Pembelajaran Al-Quran Komprehensif Berasaskan Multimedia Short Term	1993
Specification Of Mathematical Computing System ( A CAD Approach) Short Term	1993

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name	Year
Intelligent Holo-Assistant Avatar With Lip-Syncing LECTURE NOTES IN NETWORKS AND SYSTEMS Publication In Scopus CO-AUTHOR	2024
Oil Spill Classification Based On Satellite Image Using Deep Learning Techniques BAGHDAD SCIENCE JOURNAL Publication In Web Of Science CO-AUTHOR	2024
Radeena: An Innovative Approach To Learning And Resolving Faraid Through A Mobile Application FUSION 2024 PROCEEDINGS OF THE 6TH NATIONAL SYMPOSIUM ON HUMAN-COMPUTER INTERACTION 2024 Proceedings CO-AUTHOR	2024
LAPORAN AKHIR: KAJIAN KEBOLEHLAKSANAAN PEMBANGUNAN SISTEM PENGURUSAN MAKLUMAT BERSEPADU MAKTAB RENDAH SAINS MARA (MYMRSM) Clasified/Technical Report CO-AUTHOR	2024
A Systematic Review Of Hand Gesture Recognition: An Update From 2018 To 2024 IEEE ACCESS Publication In Web Of Science UTM FIRST AUTHOR	2024
Yolo: A Competitive Analysis Of Modern Object Detection Algorithms For Road Defects Detection Using Drone Images BAGHDAD SCIENCE JOURNAL Publication In Web Of Science UTM FIRST AUTHOR	2024
Cae-Resvgg Fusionnet: A Feature Extraction Framework Integrating Convolutional Autoencoders And Transfer Learning For Immature White Blood Cells In Acute Myeloid Leukemia HELIYON Publication In Web Of Science CO-AUTHOR	2024
Deep Learning For Road Defect Detection From Aerial Imagery THE 4TH INTERNATIONAL CONFERENCE ON APPLIED COMPUTING 2023, ICAC 2023 Conference Paper UTM FIRST AUTHOR	2023
Video Forgery Detection Via Deep Learning Semantic PROCEEDINGS: COMPUTER SCIENCE Proceedings CO-AUTHOR	2023
Classification Of Atypical White Blood Cells In Acute Myeloid Leukemia Using A Two-Stage Hybrid Model Based On Deep Convolutional Autoencoder And Deep Convolutional Neural Network MDPI - DIAGNOSTIC Publication In Web Of Science CO-AUTHOR	2023
SCIENTIFIC STUDY ON DATA INGESTION FROM SOCIAL MEDIA PLATFORM, DATA MANAGEMENT AND PRESERVATION, AND SOCIAL NETWORK PROFILING Clasified/Technical Report UTM FIRST AUTHOR	2023
ADVANCED TEXT ANALYSIS & FORENSIC TEXT ANALYSIS STUDY Clasified/Technical Report CO-AUTHOR	2023
Segmentation Of White Blood Cells In Acute Myeloid Leukemia Microscopic Images: A Review STUDIES IN BIG DATA Publication In Scopus CO-AUTHOR	2022
Siamese Convolutional Neural Network And Fusion Of The Best Overlapping Blocks For Kinship Verification MULTIMEDIA TOOLS AND APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR	2022
Feature Extraction Of White Blood Cells Using Cmyk-Moment Localization And Deep Learning In Acute Myeloid Leukemia Blood Smear Microscopic Images IEEE ACCESS Publication In Web Of Science CO-AUTHOR	2022
Sector Scanning Algorithm (Ssa) For Device Discovery In D2d Communication INTERNATIONAL JOURNAL OF ELECTRONICS Publication In Web Of Science CO-AUTHOR	2021
Nature-Inspired Optimization Algorithms For Community Detection In Complex Networks: A Review And Future Trends TELECOMMUNICATION SYSTEMS Publication In Web Of Science UTM FIRST AUTHOR	2020
Bat Echolocation-Based Algorithm For Device Discovery In D2d Communication SN APPLIED SCIENCES Publication In Web Of Science CO-AUTHOR	2020
An Enhanced Evolutionary Algorithm For Detecting Complexes In Protein Interaction Networks With Heuristic Biological Operator ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus UTM FIRST AUTHOR	2020
JOHOR CORPORATION ANALYTICS PROJECT DOCUMENTATION Clasified/Technical Report CO-AUTHOR	2020
A New Algorithm-Based Rough Set For Selecting Clustering Attribute In Categorical Data 2020 6TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS (ICACCS) Publication In Scopus UTM FIRST AUTHOR	2020
Performance Analysis Of Device Discovery Algorithms For D2d Communication ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING Publication In Web Of Science CO-AUTHOR	2020
From Data To Decision: How Big Data Can Be Used To Support The Process Of Selecting Candidates For Top Positions In Universities THE UTM LEADERSHIP SYMPOSIUM 2020 Proceedings CO-AUTHOR	2020
Feature Engineering For Predicting Mooc Performance IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR	2020
An Improved Multi Objective Evolutionary Algorithm For Detecting Communities In Complex Network With Graphlet Measure COMPUTER NETWORKS Publication In Web Of Science UTM FIRST AUTHOR	2020
. A Survey On Security And Privacy Challenges In Device Discovery For Next-Generation Systems IEEE ACCESS Publication In Web Of Science CO-AUTHOR	2020
Device Discovery In D2d Communication: A Survey IEEE ACCESS Publication In Web Of Science CO-AUTHOR	2019
Energy-Efficient Intra-Cluster Routing Algorithm To Enhance The Coverage Time Of Wireless Sensor Networks IEEE SENSORS JOURNAL (IEEE) Publication In Web Of Science CO-AUTHOR	2019
Energy-Efficient Mobile-Sink Sojourn Location Optimization Scheme For Consumer Home Networks IEEE ACCESS Publication In Web Of Science CO-AUTHOR	2019
Inter- And Intra-Cluster Movement Of Mobile Sink Algorithms For Cluster-Based Networks To Enhance The Network Lifetime AD HOC NETWORKS Publication In Web Of Science CO-AUTHOR	2019
Reduction In Ping-Pong Effect In Heterogeneous Networks Using Fuzzy Logic SOFT COMPUTING Publication In Web Of Science CO-AUTHOR	2019
MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA Clasified/Technical Report CO-AUTHOR	2019
Device Discovery For D2d Communication Using Belief Space Search In Dense Area INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND COMPUTER SCIENCE 2019 Conference Paper CO-AUTHOR	2019
Utilizing Hybrid Functional Fuzzy Wavelet Neural Networks With A Teaching Learning-Based Optimization Algorithm For Medical Disease Diagnosis COMPUTERS IN BIOLOGY AND MEDICINE Publication In Web Of Science UTM FIRST AUTHOR	2019
An Enhanced Evolutionary Algorithm With Local Heuristic Approach For Detecting Community In Complex Network JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY(JATIT) Publication In Scopus UTM FIRST AUTHOR	2019
An Efficient Robust Hyper-Heuristic Algorithm To Clustering Problem ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus UTM FIRST AUTHOR	2019
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 CO-AUTHOR	2018
An Enhanced Quadratic Angular Feature Extraction Model For Arabic Handwritten Literal Amount Recognition PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE OF RELIABLE INFORMATION AND COMMUNICATION TECHNOLOGY (IRICT 2017) Proceedings UTM FIRST AUTHOR	2018
Swarm Optimization Based Radio Resource Allocation For Dense Devices D2d Communication INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS Publication In Web Of Science CO-AUTHOR	2018
Extraction And Exploratory Analysis Of Texture Features On Images Of Timber Defect ADVANCED SCIENCE LETTERS Publication In Web Of Science UTM FIRST AUTHOR	2018
Collaborative Mobile Sink Sojourn Time Optimization Scheme For Cluster-Based Wireless Sensor Networks IEEE SENSORS JOURNAL Publication In Web Of Science CO-AUTHOR	2018
An Energy-Efficient Mobile Sink-Based Unequal Clustering Mechanism For Wsns SENSORS Publication In Web Of Science CO-AUTHOR	2017
Automated Kinship Verification And Identification Through Human Facial Images: A Survey MULTIMEDIA TOOLS AND APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR	2017
Oxygenation Absorption And Light Scattering Driven Facial Animation Of Natural Virtual Human MULTIMEDIA TOOLS AND APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR	2017
Utm Sports App Mobile Application UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Proceedings UTM FIRST AUTHOR	2017
Intelligent Learning Model Based On Significant Weight Of Domain Knowledge Concept For Adaptive E-Learning INTERNATIONAL JOURNAL ON ADVANCED SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY Publication In Scopus CO-AUTHOR	2017
Optimal Number Of Nodes Deployment Method In Corona-Based Wsn JOURNAL OF TELECOMMUNICATION, ELECTRONIC AND COMPUTER ENGINEERING Publication In Scopus CO-AUTHOR	2017
Performance Evaluation Of Multivariate Texture Descriptor For Classification Of Timber Defect OPTIK Publication In Web Of Science UTM FIRST AUTHOR	2016
Visualization And Centrality Measurement Of Social Network Analysis JOURNAL TEKNOLOGI 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
END REPORT : SMART NAVIGATION DESIGN FOR ELEARNING BIG DATA ANALYTICS Clasified/Technical Report CO-AUTHOR	2016
Enhanced Structural Perceptual Feature Extraction Model For Arabic Literal Amount Recognition INT. J. INTELLIGENT SYSTEMS TECHNOLOGIES AND APPLICATIONS Publication In Scopus UTM FIRST AUTHOR	2016
Handovers In Small Cell Based Heterogeneous Networks 2016 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONIC AND ELECTRICAL ENGINEERING (ICE CUBE) Publication In Scopus CO-AUTHOR	2016
A Robust Video Watermarking Technique For The Tamper Detection Of Surveillance Systems MULTIMEDIA TOOLS AND APPLICATIONS Publication In Web Of Science CO-AUTHOR	2016
2d Image Recognition Of Partially Occluded Objects Based On Adaptive Window Positioning And Dynamic Time Warping INTERNATIONAL JOURNAL OF MULTIMEDIA AND UBIQUITOUS ENGINEERING Publication In Scopus UTM FIRST AUTHOR	2016
Effectiveness Of Feature Weight Using Bpso In Text Dependent Writer Identification INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CORRESPONDING AUTHOR	2015
Understanding The Challenges Towards Implementation Of The 5g Wireless Network 2ND INTERNATIONAL SYMPOSIUM ON TECHNOLOGY MANAGEMENT AND EMERGING TECHNOLOGY (ISMET 2015) Publication In Scopus CO-AUTHOR	2015
Implementation Of Switched Beam Smart Antenna Using Artificial Neural Network WIRELESS PERSONAL COMMUNICATIONS Publication In Web Of Science CO-AUTHOR	2015
Prediction Of Recombinant Protein Overexpression In Escherichia Coli Using A Machine Learning Based Model (Rpolp) COMPUTERS IN BIOLOGY AND MEDICINE Publication In Web Of Science UTM FIRST AUTHOR	2015
Vertical Handover Decision Using History-Based Communication Graph For Heterogeneous Networks IEEE CONFERENCE ON OPEN SYSTEMS (ICOS 2014) Publication In Scopus CO-AUTHOR	2015
An Effective Hybrid Of Bees Algorithm And Differential Evolution Algorithm In Data Clustering MATHEMATICAL PROBLEMS IN ENGINEERING Publication In Web Of Science UTM FIRST AUTHOR	2015
Modified K-Means Combined With Artificial Bee Colony Algorithm And Differential Evolution For Color Image Segmentation COMPUTATIONAL INTELLIGENCE IN INFORMATION SYSTEMS - THE FOURTH INTERNATIONAL NEURAL NETWORK SOCIETY SYMPOSIA SERIES Conference Paper UTM FIRST AUTHOR	2015
Handwriting Identification From The Perspective Of Optimization Model 2014 8TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE (MYSEC) Proceedings UTM FIRST AUTHOR	2014
Diabetic Retinopathy Lesion Detection Using Region-Based Approach 2014 8TH MALAYSIAN SOFTWARE ENGINEERING CONFERENCE (MYSEC) Proceedings UTM FIRST AUTHOR	2014
Modeling Of Route Planning System Based On Q Value-Based Dynamic Programming With Multi-Agent Reinforcement Learning Algorithms ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE Publication In Web Of Science CO-AUTHOR	2014
A Group-Specific Tuning Parameter For Hybrid Of Svm And Scad In Identification Of Informative Genes And Pathways. INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS Publication In Web Of Science CO-AUTHOR	2014
A Review Of Machine Learning Methods To Predict The Solubility Of Overexpressed Recombinant Proteins In Escherichia Coli BMC BIOINFORMATICS Publication In Web Of Science UTM FIRST AUTHOR	2014
Ecolioverexpressiondb: A Database Of Recombinant Protein Overexpression In E. Coli PROTEIN EXPRESSION AND PURIFICATION Publication In Web Of Science UTM FIRST AUTHOR	2014
Face Recognition Via Edge-Based Gabor Feature Representation For Plastic Surgery-Altered Images EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING Publication In Web Of Science CO-AUTHOR	2014
A Flexible Method To Estimate The Software Development Effort Based On The Classification Of Projects And Localization Of Comparisons EMPIRICAL SOFTWARE ENGINEERING Publication In Web Of Science CO-AUTHOR	2014
Estimation Of Optimal Machining Control Parameters Using Artificial Bee Colony JOURNAL OF INTELLIGENT MANUFACTURING Publication In Web Of Science CO-AUTHOR	2014
Modelling Of Tin Coating Thickness Using Rsm Approach KEY ENGINEERING MATERIALS Publication In Web Of Science UTM FIRST AUTHOR	2014
A Neural Network Based Approach For Call Admission Control In Heterogeneous Networks LIFE SCIENCE JOURNAL Publication In Scopus CO-AUTHOR	2014
Exploring The Open Problems And Future Trends Concerning Handovers In Heterogeneous Wireless Networks: A Review JURNAL TEKNOLOGI Publication In Scopus CO-AUTHOR	2014
Data Analysis By Combining The Modified K-Means And Imperialist Competitive Algorithm JURNAL TEKNOLOGI Publication In Scopus UTM FIRST AUTHOR	2014
Neural Network Based Switch Beam Smart Antenna 2014 INTERNATIONAL CONFERENCE ON IEEE ASIA PACIFIC CONFERENCE ON WIRELESS AND MOBILE, APWIMOB 2014 Publication In Scopus CO-AUTHOR	2014
Rotation Invariant Texture Feature Based On Spatial Dependence Matrix For Timber Defect Detection INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, ISDA Publication In Scopus UTM FIRST AUTHOR	2014
Cooperative Avoidance Control Based Interval Fuzzy Kohonen Networks Algorithm In Simple Swarm Robots TELKOMNIKA Publication In Scopus CORRESPONDING 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 CO-AUTHOR	2014
Improved Spikeprop For Using Particle Swarm Optimization MATHEMATICAL PROBLEMS IN ENGINEERING Publication In Web Of Science CO-AUTHOR	2013
A Review Of Cads, Languages And Data Models For Synthetic Biology JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING) Publication In Scopus CORRESPONDING AUTHOR	2013
Predictive Modeling Of Tin Coating Roughness ADVANCED MATERIAL RESEARCH Publication In Scopus UTM FIRST AUTHOR	2013
Illumination Normalization For Edge-Based Face Recognition Using The Fusion Of Rgb Normalization And Gamma Correction 2013 IEEE INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING APPLICATIONS (ICSIPA) Publication In Scopus CO-AUTHOR	2013
Rangka Kerja Objek Pembelajaran Boleh Guna Semula: Pengujian Pendekatan Kejuruteraan Perisian JURNAL TEKNOLOGI Publication In Scopus CO-AUTHOR	2013
Discrete Wavelet Transform Domain Techniques PROCEEDINGS - 2013 INTERNATIONAL CONFERENCE ON INFORMATICS AND CREATIVE MULTIMEDIA, ICICM 2013 Publication In Web Of Science CO-AUTHOR	2013
Robust Local Triangular Kernel Density-Based Clustering For High-Dimensional Data 2013 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, (CSIT) Publication In Scopus UTM FIRST AUTHOR	2013
2013 5th International Conference On Computer Science And Information Technology (Csit) Modeling of ANFIS in predicting TiN coatings roughness Publication In Web Of Science UTM FIRST AUTHOR	2013
Triangular Kernel Nearest-Neighbor-Based Clustering Algorithm For Discovering True Clusters LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS) Publication In Scopus CORRESPONDING AUTHOR	2013
A Pso-Based Model To Increase The Accuracy Of Software Development Effort Estimation SOFTWARE QUALITY JOURNAL Publication In Web Of Science CO-AUTHOR	2013
Route Planning Model Of Multi-Agent System For A Supply Chain Management EXPERT SYSTEMS WITH APPLICATIONS Publication In Web Of Science CO-AUTHOR	2013
Memetic Multiobjective Particle Swarm Optimization-Based Radial Basis Function Network For Classification Problems INFORMATION SCIENCES Publication In Web Of Science CO-AUTHOR	2013
Evaluation Of Video Watermarking INTERNATIONAL JOURNAL OF DIGITAL CONTENT TECHNOLOGY AND ITS APPLICATIONS Journal Article Non Citation-Indexed CO-AUTHOR	2013
A New Hybrid Firefly Algorithm For Complex And Nonlinear Problem ADVANCES IN INTELLIGENT AND SOFT-COMPUTING Book Chapter 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 CO-AUTHOR	2012
The Emerging Field Of Synthetic Biology: A Review 2012 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEMS(ICIAS2012) Publication In Scopus CO-AUTHOR	2012
A Tuning Parameter Selector Method For The Gsvm-Scad In Determining Significant Genes And Biological Pathways ICIC EXPRESS LETTERS Publication In Scopus CO-AUTHOR	2012
A New Hybrid Firefly Algorithm For Complex And Nonlinear Problem ADVANCES IN INTELLIGENT AND SOFT COMPUTING Publication In Scopus CO-AUTHOR	2012
Hybrid Pca-Ilgc Clustering Approach For High Dimensional Data CONFERENCE PROCEEDINGS - IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS Publication In Scopus UTM FIRST AUTHOR	2012
Overview Of Pso For Optimizing Process Parameters Of Machining PROCEDIA ENGINEERING / 2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING (IWIEE) Publication In Web Of Science CO-AUTHOR	2012
Evolutionary Techniques In Optimizing Machining Parameters: Review And Recent Applications EXPERT SYSTEMS WITH APPLICATIONS Publication In Web Of Science CO-AUTHOR	2012
Artificial Neural Networks As Multi-Networks Automated Test Oracle AUTOMATED SOFTWARE ENGINEERING Publication In Web Of Science CO-AUTHOR	2012
Detecting Floods Using An Object Based Change Detection Approach 2012 INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION ENGINEERING, ICCCE 2012 Publication In Scopus CO-AUTHOR	2012
Metaheuristic Search Approach Based On In-House/Out-Sourced Strategy To Solve Redundancy Allocation Problem In Component-Based Software Systems INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND ITS APPLICATIONS Publication In Scopus CO-AUTHOR	2012
Training Feedforward Neural Networks Using Hybrid Particle Swarm Optimization And Gravitational Search Algorithm APPLIED MATHEMATICS AND COMPUTATION Publication In Web Of Science CORRESPONDING AUTHOR	2012
A Hybrid Of Svm And Scad With Group-Specific Tuning Parameter For Pathway-Based Microarray Analysis THE 9TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE (DCAI 2012) Publication In Scopus CO-AUTHOR	2012
A Hybrid Of Svm And Scad With Group-Specific Tuning Parameter For Pathway-Based Microarray Analysis ADVANCES IN INTELLIGENT AND SOFT-COMPUTING Book Chapter CO-AUTHOR	2012
The New Multipoint Relays Selection In Olsr Using Particle Swarm Optimization TELKOMNIKA-Indonesian Journal of Electrical Journal Article Non Citation-Indexed CO-AUTHOR	2012
Cost Benefits Maximization Using Discount Cost Function For Embedded System Architecture Optimization INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND ITS APPLICATIONS Publication In Scopus CO-AUTHOR	2012
Application Of Fuzzy Rule-Based Model To Predict Tialn Coatings Roughness APPLIED MECHANICS AND MATERIALS Book Chapter CORRESPONDING AUTHOR	2012
An Improved Local Best Searching In Particle Swarm Optimization Using Differential Evolution 11TH INTERNATIONAL CONFERENCE ON HYBRID INTELLIGENT SYSTEMS (HIS 2011) Publication In Scopus CO-AUTHOR	2011
Crowd Analysis And Its Applications 2ND INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND COMPUTING SYSTEMS (ICSECS 2011) Conference Paper CO-AUTHOR	2011
Bit-Error Performance Of Wavelet-Based Multicarrier Transmission In Rayleigh Multi Path Channel THE 7TH JORDANIAN INTERNATIONAL ELECTRICAL & ELECTRONICS ENGINEERING CONFERENCE (JIEEEC) Proceedings CO-AUTHOR	2011
Multiagent Reinforcement Learning For Route Guidance System INTERNATIONAL JOURNAL OF ADVANCEMENTS IN COMPUTING TECHNOLOGY Publication In Scopus CO-AUTHOR	2011
Application Of Anfis In Predicting Of Tiain Coatings Hardness AUSTRALIAN OURNAL OF BASIC AND APPLIED SCIENCE Publication In Scopus CORRESPONDING AUTHOR	2011
Neural Networks For Accurate Estimation Of Software Metrics INTERNATIONAL JOURNAL OF ADVANCEMENTS IN COMPUTING TECHNOLOGY Publication In Scopus CO-AUTHOR	2011
Heuristic Algorithm To Generate Modified Freeman Chain Code From Thinned Binary Image AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES Publication In Scopus CO-AUTHOR	2011
An Improved Hybrid Of Svm And Scad For Pathway Analysis BIOINFORMATION. Journal Article Non Citation-Indexed CO-AUTHOR	2011
An Automated Framework For Software Test Oracle INFORMATION AND SOFTWARE TECHNOLOGY Publication In Web Of Science CO-AUTHOR	2011
An Active Uplink Photonic Antenna 2010 IEEE ASIA-PACIFIC CONFERENCE ON APPLIED ELECTROMAGNETICS, APACE 2010 - PROCEEDINGS Publication In Scopus UTM FIRST AUTHOR	2010
Swarm-Based Feature Selection For Handwriting Identification JOURNAL OF COMPUTER SCIENCE Publication In Scopus CORRESPONDING AUTHOR	2010
Time-Scale Domain Characterization Of Nonstationary Wideband Vehicle-To-Vehicle Propagation Channel 2010 IEEE ASIA-PACIFIC CONFERENCE ON APPLIED ELECTROMAGNETICS, APACE 2010 - PROCEEDINGS Publication In Scopus UTM FIRST AUTHOR	2010
A Review Of Emotional Learning And It'S Utilization In Control Engineering INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CORRESPONDING AUTHOR	2010
Identification Of Significant Phenotypes Related Genes And Biological Pathways Using A Hybrid Of Support Vector Machines And Smoothly Clipped Absolute Deviation ICIC Express Letters, Part B: Applications Publication In Scopus CO-AUTHOR	2010
Using Fuzzy Analytic Hierarchy Process For Southern Johor River Ranking INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus CORRESPONDING AUTHOR	2009
A Hybrid Intelligent Approach For Automated Alert Clustering And Filtering In Intrusion Alert Analysis INT. JOURNAL OF COMPUTER THEORY AND ENGINEERING (IJCTE) Journal Article Non Citation-Indexed CO-AUTHOR	2009
Logical Heuristic Algorithm In Extracting 2d Structure Thinned Binary Image Into Freeman Chain Code (Fcc) LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS) Publication In Web Of Science CO-AUTHOR	2009
Modular Weightless Neural Network Architecture For Intelligent Navigation INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus UTM FIRST AUTHOR	2009
Graph Partitioning Method For Functional Module Detections Of Protein Interaction Network 2009 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT Publication In Scopus CO-AUTHOR	2009
A Review On The Component Evaluation Approaches To Support Software Reuse INTERNATIONAL SYMPOSIUM OF INFORMATION TECHNOLOGY 2008, VOLS 1-4, PROCEEDINGS: COGNITIVE INFORMATICS: BRIDGING NATURAL AND ARTIFICIAL KNOWLEDGE Publication In Web Of Science CO-AUTHOR	2008
Multi Readers Detection In Adaptive Rfid Middleware PROCEEDINGS OF NINTH ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING Publication In Web Of Science UTM FIRST AUTHOR	2008
Comparative Analysis On Adaptive Features For Rfid Middleware 2008 INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION ENGINEERING Publication In Web Of Science CORRESPONDING AUTHOR	2008
A Review On Data Preparation In Insurance Industry 16th Symposium National of Mathematics & Science 2008 Conference Paper INDIVIDUAL AUTHOR	2008
Ppself Healing System ¿ A Fundamental Review Postgraduate Annual Research Seminar (PARS¿ 07). Conference Paper INDIVIDUAL AUTHOR	2007
Interactive Learning Framework For Dynamic Modeling And Control Of A Flexible Beam Structure 3rd Regional Conference on Engineering Education Conference Paper INDIVIDUAL AUTHOR	2007
Empirical Study Of Sigmoid Increasing Inertia Weight In Particle Swarm Optimization Proceedings of the International Conference on Robotics, Vision, Information and Signal Processing (ROVISP 2007) Conference Paper INDIVIDUAL AUTHOR	2007
Selecting Informative Genes From Leukemia Gene Expression Data Using A Hybrid Approach For Cancer Classification IFMBE Proceedings Conference Paper INDIVIDUAL AUTHOR	2007
Iterative Local Gaussian Clustering For Expressed Genes Identification Linked To Malignancy Of Human Colarectal Carcinoma Bioinformation Journal Article Non Citation-Indexed INDIVIDUAL 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
A Model For Gene Selection And Classification Of Gene Expression Data Artificial Life and Robotics Publication In Scopus INDIVIDUAL AUTHOR	2007
Active Vibration Control Of Flexible Structures Using Genetic Optimisation JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL Publication In Web Of Science UTM FIRST AUTHOR	2006

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name	Grant Register No.	IP Level	IP Category
ADAPTIVE RFID MIDDLEWARE		NATIONAL	PATENT
ARTIFICIAL BEE COLONY IN OPTIMIZING PROCESS PARAMETERS OF SURFACE ROUGHNESS IN END MILLING AND ABRASIVE WATERJET MACHINING	LY2020004377	NATIONAL	COPYRIGHT
A ROBUST HYBRID MODEL BASED ON KALMAN-SVM FOR BUS ARRIVAL TIME PREDICTION	LY2018006365	NATIONAL	COPYRIGHT
HYBRID CFS-PSOBP FORECASTING MODEL FOR MULTIVARIATE TIME SERIES	LY2018002356	NATIONAL	COPYRIGHT
INTELLIGENT LEARNING MODEL FOR ADAPTIVE SELECTION OF LEARNING MATERIAL	LY2017005937	NATIONAL	COPYRIGHT
DEVELOPMENT OF MINING APPROACH BASED-ONLINE IMAGE RETRIEVAL	LY2016003898	NATIONAL	COPYRIGHT
TIMBER DEFECT DETECTION BASED ON ROBUST MAHALANOBIS CLASSIFIER	LY2017005582	NATIONAL	COPYRIGHT
MODIFIED K-MEANS COMBINED WITH ARTIFICIAL BEE COLONY ALGORITHM AND DIFFERENTIAL EVOLUTION FOR COLOUR IMAGE SEGMENTATION		NATIONAL	COPYRIGHT
ONLINE SOCIAL NETWORKS FORENSIC INVESTIGATION METAMODEL (OSNFIM)		NATIONAL	COPYRIGHT
A DASHBOARD DESIGN ON TALENT ANALYTICS RECOMMENDER SYSTEM	LY2020006135	NATIONAL	COPYRIGHT
IMPROVED FUZZY MEMBERSHIP FUNCTION GENERATION USING HYBRID PARTICLE SWARM OPTIMIZATION AND GENETIC ALGORITHM		NATIONAL	COPYRIGHT
OVERLAP RELIABLE LOCAL DENSE NEIGHBOURHOOD ALGORITHM		NATIONAL	COPYRIGHT
RELIABLE LOCAL DENSE NEIGHBOURHOOD ALGORITHM		NATIONAL	COPYRIGHT
MCC 1513-ADVANCED ARTIFICIAL INTELLIGENCE LECTURE #7: IN CLASS EXERCISE BP& SOM		NATIONAL	COPYRIGHT
BIO-CACHE		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
SITI NURMAINI EMBEDDED INTERVAL TYPE-2 NEURO-FUZZY CONTROLLER IN MOBILE ROBOT NAVIGATION WITH WEIGHTLESS NEURAL NETWORK PHD GRADUATED SUPERVISOR 2011
REZA FIRSANDAYA MALIK ROUTING OPTIMIZATION SCHEME IN WIRELESS MESH NETWORK USING PARTICLE SWARM OPTIMIZATION PHD GRADUATED CO-SUPERVISOR 2011
MAHEYZAH BINTI MD. SIRAT @ MD. SIRAJ HYBRID OF STRUCTURAL-CAUSAL AND STATISTICAL MODEL FOR INTRUSION ALERT CORRELATION PHD GRADUATED CO-SUPERVISOR 2012
ADIL ALI ABDELAZIZ SAED OPTIMIZING THE SELECTION OF ARCHITECTURE FOR COMPONENT-BASED SYSTEM PHD GRADUATED CO-SUPERVISOR 2013
AINA MUSDHOLIFAH IMPROVED PATTERN EXTRACTION SCHEME FOR CLUSTERING MULTIDIMENSIONAL DATA PHD GRADUATED SUPERVISOR 2013
SITI FADZILAH BINTI MAT NOOR RANGKA KERJA OBJEK PEMBELAJARAN BERGRANUL UNTUK MENYOKONG KEBOLEHGUNAAN SEMULA PHD GRADUATED CO-SUPERVISOR 2013
VAHID KHATIBI BARDSIRI LOCALIZATION OF SOFTWARE DEVELOPMENT EFFORT ESTIMATION BASED ON CLASSIFICATION OF PROJECTS PHD GRADUATED CO-SUPERVISOR 2013
FALAH Y.H AHMED IMPROVED SPIKEPROP ALGORITHM FOR NEURAL NETWORK LEARNING PHD GRADUATED CO-SUPERVISOR 2013
MORTAZA ZOLFPOUR AROKHLO MULTI AGENT MODELS FOR ROUTE PLANNING PHD GRADUATED CO-SUPERVISOR 2013
ABDUL SYUKOR BIN MOHAMAD JAYA MODELING OF PHYSICAL VAPOR DEPOSITION COATING PROCESS USING RESPONSE SURFACE METHODOLOGY AND ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM PHD GRADUATED SUPERVISOR 2013
HASWADI BIN HASAN NEW CLUSTERING APPROACH FOR JUNCTION DETECTION OF MULTIPLE EDGES WITH MODIFIED FREEMAN CHAIN CODE PHD GRADUATED CO-SUPERVISOR 2014
CHOLLETTE CHIAZOR OLISAH NEW FACE RECOGNITION DESCRIPTOR BASED ON EDGE INFORMATION OF SURGICALLY-ALTERED FACES IN UNCONTROLLED ENVIRONMENT PHD GRADUATED CO-SUPERVISOR 2014
NARJESKHATOON HABIBI PREDICTION OF RECOMBINANT PROTEIN OVEREXPRESSION IN ESCHERICHIA COLI USING MACHINE LEARNING TECHNIQUES PHD GRADUATED SUPERVISOR 2014
SAJJAD DADKHAH EFFECTIVE IMAGE TAMPERING DETECTION AND SELF-RECOVERY ALGORITHM USING WATERMARKING PHD GRADUATED CO-SUPERVISOR 2014
FARNAZ ARAB A ROBUST VIDEO WATERMARKING USING SIMULATED BLOCK BASED SPATIAL DOMAIN TECHNIQUE 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 CO-SUPERVISOR 2014
NORSHAM BINTI IDRIS INTELLIGENT LEARNING MODEL BASED ON SIGNIFICANT WEIGHT OF DOMAIN KNOWLEDGE CONCEPT FOR LEARNING MATERIALS SELECTION PHD GRADUATED CO-SUPERVISOR 2015
UMMI RABA'AH BINTI HASHIM TIMBER DEFECT DETECTION BASED ON SYSTEMATIC FEATURE ANALYSIS AND ONE CLASS CLASSIFIER PHD GRADUATED SUPERVISOR 2015
MOHAMAD ASHARI BIN ALIAS INTEGRATED FUZZY ANALYTIC HIERARCHY PROCESS FOR RIVER RANKING AND FLOODPLAIN MANAGEMENT PHD GRADUATED SUPERVISOR 2015
RAAD AHMED HADI MOVING VEHICLES DETECTION AND TRACKING APPROACH VIA MODIFIED BACKGROUND SUBTRACTION AND INNOVATIVE ADAPTIVE SEARCH WINDOW PHD GRADUATED CO-SUPERVISOR 2015
BUSHRA NAEEM GENERIC VERTICAL HANDOVER FRAMEWORK FOR HETEROGENEOUS NETWORK PHD GRADUATED CO-SUPERVISOR 2016
QAIS ALI SALEH AL-NUZAILI IMPROVEMENT OF FEATURE EXTRACTION TECHNIQUES FOR ARABIC HANDWRITTEN LITERAL AMOUNT RECOGNITION PHD GRADUATED SUPERVISOR 2016
AMMAR MOHAMMEDALI FADHIL IMPROVED IMAGE STEGANOGRAPHY SCHEME BASED ON BIT INVERTING MAP PHD GRADUATED CO-SUPERVISOR 2016
MOHAMMAD BABRDEL BONAB AN EFFICIENT ROBUST HYPERHEURISTIC CLUSTERING ALGORITHM PHD GRADUATED SUPERVISOR 2016
HUDA ABDULAALI ABDULBAQI ONLINE SKETCH-BASED IMAGE RETRIEVAL USING KEYSHAPE MINING OF GEOMETRICAL OBJECTS PHD GRADUATED CO-SUPERVISOR 2016
ASMAA SADIQ ABDULJABAR RECOVERING DEFECTIVE LANDSAT 7 ENHANCED THEMATIC MAPPER PLUS IMAGES USING MULTI-TEMPORAL RECONSTRUCTION APPROACH PHD GRADUATED CO-SUPERVISOR 2016
NIAYESH GHARAEI ENERGY-EFFICIENT MOBILE SINK ROUTING SCHEME FOR CLUSTERED CORONA-BASED WIRELESS SENSOR NETWORKS PHD GRADUATED CO-SUPERVISOR 2018
KHALED MOHAMMED YASLAM BINABDL MULTI-SAMPLE FUSION STRATEGY FOR ROBUST WRITER IDENTIFICATION PHD GRADUATED SUPERVISOR 2018
BAYAN OMAR MOHAMMED MULTIMODAL BIOMETRICS SCHEME BASED ON DISCRETIZED EIGEN FEATURE FUSION FOR IDENTICAL TWINS IDENTIFICATION PHD GRADUATED SUPERVISOR 2019
MOHAMMAD AWWAD MOHAMMAD ALNAGDAWI ENHANCED PHASE CONGRUENCY FEATURE-BASED IMAGE REGISTRATION FOR MULTIMODAL REMOTE SENSING IMAGERY PHD GRADUATED SUPERVISOR 2020
MOHAMMED ALI ALMUASHI FUSION FEATURES ENSEMBLING MODELS USING SIAMESE CONVOLUTIONAL NEURAL NETWORK FOR KINSHIP VERIFICATION PHD GRADUATED SUPERVISOR 2020
MUFTAH MOHAMED JOMAH BAROUD A NEW ROUGH SET BASED MAXIMUM PARTITIONING ATTRIBUTE ALGORITHM FOR CATEGORICAL DATA CLUSTERING PHD GRADUATED SUPERVISOR 2022
TUSNEEM AHMED MOHAMED ELHASSAN FEATURE EXTRACTION FRAMEWORK FOR CLASSIFICATION OF ATYPICAL WHITE BLOOD CELLS IN ACUTE MYELOID LEUKEMIA 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 SUPERVISOR 2023
ALIYU MUSA BADE METAMODEL FRAMEWORK FOR UNIFORMING KNOWLEDGE OF ONLINE SOCIAL NETWORKS FORENSIC INVESTIGATION 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
MOHAMMAD ALI BIN AFARIN PHD ON GOING SUPERVISOR
TAFA TAOFIK OLASUNKANMI PRESENTLY ON LITERATURE REVIEW PHD ON GOING SUPERVISOR
SALIHU ABUBAKAR ABBA ENHANCED-MULTI-CLASS ENSEMBLE TRANSFORMER BLOCK CONVOLUTIONAL VARIANTS ARCHITECTURE FOR OFFSHORE OIL SPILL DETECTION &NBSP; PHD ON GOING CO-SUPERVISOR
AQDAS ENAD EISA AL-HACHAMI PHD ON GOING SUPERVISOR
RONI SALAMBUE PHD ON GOING SUPERVISOR
ADEYEMO SARAFA OLASUNKANMI CURRENTLY ON LITERATURE REVIEW PHD ON GOING SUPERVISOR
ABDIRAHMAN OSMAN HASHI VISION BASED HAND GESTURE RECOGNITION FOR HUMAN COMPUTER INTERACTION INTERPRETATION USING DEEP LEARNING &NBSP; PHD ON GOING SUPERVISOR
APRI JUNAIDI PHD ON GOING SUPERVISOR
ABDUL SYUKOR BIN MOHAMAD JAYA MODELING OF PHYSICAL VAPOR DEPOSITION PROCESS USING RESPONSE SURFACE METHODOLOGY AND ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM MASTER GRADUATED SUPERVISOR 2005
ZURIAHATI BINTI MOHD YUNOS PREDICTIVE MODELLING FOR MALAYSIAN MOTOR INSURANCE CLAIMS &NBSP; MASTER GRADUATED CO-SUPERVISOR 2006
KHALED MOHAMMED YASLAM BINABDL MASTER GRADUATED SUPERVISOR 2007
NURUL ADILAH BINTI ABU BAKAR DEVELOPEMENT OF AN INTERACTIVE TOOL FOR MOLECULLAR DYNAMIC SIMULATION AND ANALYSIS MASTER ON GOING SUPERVISOR
EHSAN MOHEBI AN OPTIMIZED THRESHOLDING KOHENEN NEURAL NETWORK FOR CLUSTER ANALYSIS MASTER GRADUATED CO-SUPERVISOR 2010
KURNIAWAN EKA PERMANA OPTIMAL PRUNING ALGORITHM FOR AUTOMATED FUZZY RULES GENERATION MASTER GRADUATED SUPERVISOR 2010
MARDIYONO MASTER GRADUATED SUPERVISOR 2010
MOHD ARFIAN BIN ISMAIL A MULTI-OBJECTIVE CONSTRAINED OPTIMIZATION METHOD FOR BIOCHEMICAL SYSTEM PRODUCTION MASTER GRADUATED CO-SUPERVISOR 2011
NUREDDIN A. ABULGASEM. ABUHLIG LIBYAN VEHICLE LICENSE PLATE DETECTION AND RECOGNITION USING RADIAL BASIS FUNCTION MASTER GRADUATED CO-SUPERVISOR 2011
ABDIRAHMAN AHMED SALAD MASTER GRADUATED SUPERVISOR 2014
ABDIRAHMAN OSMAN HASHI VISION BASED HAND GESTURE RECOGNITION FOR HUMAN COMPUTER INTERACTION INTERPRETATION USING DEEP LEARNING &NBSP; MASTER GRADUATED SUPERVISOR 2018
CHARISSA DOYAOEN DELOS REYES MASTER GRADUATED SUPERVISOR 2018
ANURAG DAS MASTER GRADUATED SUPERVISOR 2018
FADZLI BIN OMAR MASTER GRADUATED SUPERVISOR 2018
MUHAMMAD AMZARI BIN NAJMI MASTER GRADUATED SUPERVISOR 2018
MUHAMMAD SHEHRYAR KHAN MASTER GRADUATED SUPERVISOR 2019
LEENA ZEINI J ALSAATI MASTER GRADUATED SUPERVISOR 2019
MOHAMMAD ALI BIN AFARIN MASTER GRADUATED SUPERVISOR 2024
AYAZ RAHMAN BHUIYAN MASTER ON GOING SUPERVISOR
BAKUNGA BRONSON FINE-TUNING MULTILINGUAL LARGE LANGUAGE MODELS FOR TRANSLATION OF LOW-RESOURCE EAST AFRICAN LANGUAGES. MASTER ON GOING SUPERVISOR
TAN KAI SIANG MASTER ON GOING SUPERVISOR
AIDA SYAFIQA BINTI AZUWAN MASTER ON GOING SUPERVISOR
KU SHI HOU MASTER ON GOING SUPERVISOR
SAJID SHAH MASTER ON GOING SUPERVISOR