GRANT(PI & MEMBERS)

20

PUBLICATIONS

19

INDEXED PUBLICATION

12

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
2
UNIVERSITY FUND
4
TOTAL

Publications

INDEXED PUBLICATION
12
NON-INDEXED PUBLICATION
1
OTHERS PUBLICATION
6
TOTAL

Supervisions

DEGREE
0
MASTER
4
PHD
1
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
Improved The Identification of Human-Object Interactions via The Interactivity Recognition Graph Neural Network (IR-GNN) Model
RUG OF UTM UTM Encouragement Research
2023
UTM-National Institute of Technology Kagoshima College on IOT and AI (Machine Learning) Training
NATIONAL INSTITUTE OF TECHNOLOGY, KAGOSHIMA COLLEGE Networking Grant
2022
ENHANCED DOUBLE LAYER DATA HIDING SCHEME BASED ON SWARM INTELLIGENCE METHODS
RUG OF UTM UTM Fundamental Research
2020
Utilization of Filter Feature Selection with Harmonization of PSO and SVM for Optimization
RUG OF UTM UTM Encouragement Research
2019
Nature Inspired Metaheuristic Optimization in Gradient Tree Boosting
RUG OF UTM UTM Encouragement Research
2019
Reconstruction of missing data using improved hybrid imputation model with bias treatment for medical dataset.
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
A New Cooperative Co-Evolutionary Particle Swarm Optimization Algorithm Solving Multi-Deport Vehicle Routing Problem
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
Study of Aqua Automation & Smart Net for ROBOXA TECHNOLOGIES SDN. BHD
ROBOXA TECHNOLOGIES SDN BHD Contract
2018
AN ENHANCED HYBRID ALGORITHM FOR PREDICTION OF ACADEMIC SUCCESS THROUGH STUDENTS ENROLLMENT IN HIGHER EDUCATION SECTOR
RUG OF UTM Tier 2
2018
IMPROVED FUZZY CLUSTER BASED NEURAL NETWORK FOR MEDICAL DATA ANALYSIS
RUG OF UTM Tier 2
2017
Advanced Ant Colony Optimization Algorithm for Multi-Depots Pickup and Delivery Problems
RUG OF UTM Tier 1
2017
SIGNATURE FRAUD DETECTION USING FREEMAN CHAIN CODE REPRESENTATION IN ANN AND K-NN ON FORENSIC APPLICATION
RUG OF UTM Encouragement Grant
2015
Hybrid Nonlinear and Linear Model for Multivariate Time Series Forecasting with Limited Historical Data
RUG OF UTM Encouragement Grant
2014
A new hybridization of Group Method of Data Handling Method (GMDH)model for time series forecasting
RESEARCH UNIVERSITY GRANT Fundamental Research Grant Scheme
2013
EXPLORATION OF STOCK FORECASTING MODEL ON GREY RELATIONAL NEURAL NETWORK BASED ON ROUGH SET
MINISTRY OF EDUCATION Exploratory Research Grant Scheme
2013
PREDICTIVE MODELING IN PRICING THE MOTOR INSURANCE CLAIMS
RUG OF UTM Tier 2
2012
The non Abelian Tensor Products of Finite Cyclic Groups
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2009
Rough-PSO Discretization for Granular Feature Selection
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2007

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Interactivity Recognition Graph Neural Network (Ir-Gnn) Model For Improving Human–Object Interaction Detection
ELECTRONICS BY MDPI
Publication In Web Of Science FIRST UTM CORRESPONDING AUTHOR
2023
Classification Of Mental Illness Risk Among Employees In Workplace Using Machine Learning
PROCEEDINGS: COMPUTER SCIENCE
Proceedings CO-AUTHOR
2023
Mevals: A Model On Evaluation Of Skill-Based E-Learning System
PROCEEDINGS: COMPUTER SCIENCE
Proceedings CO-AUTHOR
2023
Ensemble Filters With Harmonize Pso–Svm Algorithm For Optimal Hearing Disorder Prediction
NCAA - NEURAL COMPUTING AND APPLICATIONS
Publication In Web Of Science CO-AUTHOR
2023
Parallel Multi-Head Graph Attention Network (Pmgat) Model For Human-Object Interaction Detection
IEEE ACCESS
Publication In Web Of Science FIRST UTM CORRESPONDING AUTHOR
2023
Ensemble Based Filter Feature Selection With Harmonize Particle Swarm Optimization And Support Vector Machine For Optimal Cancer Classification,
MACHINE LEARNING WITH APPLICATIONS
Journal Article Non Citation-Indexed CO-AUTHOR
2021
Hybrid Gwo-Svm For Multi Finger Movement Identification
INTELLIGENT DATA ANALYSIS TECHNOLOGIES FOR FUTURE TRENDS
Book Chapter UTM FIRST AUTHOR
2021
Enhanced Of Autism Spectrum Disorder Using Grey Relational Analysis And Supervised Learning For Classification
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CORRESPONDING AUTHOR
2020
Design And Development Of Learning Mathematics Game For Primary School Using Handheld Augmented Reality
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Intergrating A Minimal Differentiator Expressions Approach Into Cbr For Linguistic Pattern Reuse In Crime Relation: Proposed Method
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Cultural Heritage Preservation Efforts In Malaysia: A Survey
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
Utilization Of Filter Feature Selection With Support Vector Machine For Tumours Classification
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2019
Ensamble Based Multi Filters Algorithm For Tumor Classification In High Dimensional Microarray Dataset
INTERNATIONAL JOURNAL OF ADVANCED TRENDS IN COMPUTER SCIENCE AND ENGINEERING 8(1.6 SPECIAL ISSUE),18, PP. 116-123
Publication In Scopus CO-AUTHOR
2019
Hybrid Predictive Modelling For Motor Insurance Claim
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CORRESPONDING AUTHOR
2019
Utm Summer School Abroad System (Ssas)
UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings CO-AUTHOR
2018
Comparative Performance For Predictive Modelling In Motor Insurance Claims
JURNAL TEKNOLOGI
Publication In Scopus CORRESPONDING 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 UTM FIRST AUTHOR
2016
Modeling The Kuala Lumpur Composite Index With Anfis
Soft computing in industrial applications
Book Chapter INDIVIDUAL AUTHOR
2008
A Review On Data Preparation In Insurance Industry
16th Symposium National of Mathematics & Science 2008
Conference Paper INDIVIDUAL AUTHOR
2008

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category
PRODUCT BRAND PREDICTION IN RETAIL INDUSTRY LY2019007529 NATIONAL COPYRIGHT
CLASSIFICATION OF AUTISM SPECTRUM DISORDER USING GREY RELATIONAL ANALYSIS AND SUPERVISED LEARNING LY2019007768 NATIONAL COPYRIGHT
ASSEMBLAGE BASED MULTI FILTER ALGORITHMS FOR IMPROVING CLASSIFIER ACCURACY IN HIGH DIMENSIONAL DATA LY2019008941 NATIONAL COPYRIGHT
E-NSGA-II FOR MACHINING PARAMETERS OPTIMIZATION LY2019008879 NATIONAL COPYRIGHT
SISTEM PENGENDALIAN PROJEK SARJANA MUDA 2 NATIONAL COPYRIGHT
MOMMY NOTEBOOK: KIDS HEALTH MOBILE APPLICATION LY2019002171 NATIONAL COPYRIGHT
MOBILE MOSQUE COMPANION APPLICATION KAKIMASJID LY2018006288 NATIONAL COPYRIGHT
E-PRACTICAL APP: MOBILE BASED INDUSTRIAL TRAINING LY2018006144 NATIONAL COPYRIGHT
OUHFAB WEBSITE - ONE STOP PORTAL FOR DISABLED PEOPLE LY2019002148 NATIONAL COPYRIGHT
UNIVERSITI TEKNOLOGI MALAYSIA SUMMER SCHOOL ABROAD SYSTEM NATIONAL COPYRIGHT
APLIKASI PANDUAN PENGURUSAN AKTIVITI PELAJAR HAL EHWAL PELAJAR NATIONAL COPYRIGHT
HYBRID PREDICTIVE MODEL USING A NEW SCHEME FOR RANKING AND RATING FEATURES LY2017005907 NATIONAL COPYRIGHT
FROZEN FOOD ORDERING SYSTEM NATIONAL COPYRIGHT
HOMESTAY ONLINE BOOKING SYSTEM NATIONAL COPYRIGHT
EMPLOYEE ATTENDANCE SYSTEM BASED ON GEO-LOCATION AND FACE RECOGNITION NATIONAL COPYRIGHT
GROUP WORK MANAGEMENT APPLICATION NATIONAL COPYRIGHT
ENSEMBLE FILTERS WITH HARMONIZE PSO-SVM MODEL FOR OPTIMUM PERFORMANCE IN HEALTH- CARE PREDICTION NATIONAL COPYRIGHT
SISTEM PENGURUSAN INVENTORI UNTUK ROSE ESSENTIALS LY2018007301 NATIONAL COPYRIGHT
PREDICTION OF HEMOGLOBIN STRUCTURE USING FEED FORWARD NEURAL NETWORK LY2020007059 NATIONAL COPYRIGHT
SISTEM BIMBINGAN GURU PEJABAT PELAJARAN DAERAH PONTIAN IP/CR/01134 NATIONAL COPYRIGHT
SEKOLAH SUKAN TUNKU MAHKOTA ISMAIL (SSTMI) CYCLISTS PERFORMANCE MOBILE APPLICATION (CPMA) LY2020005458 NATIONAL COPYRIGHT
AS-HUM PREDICTOR NATIONAL COPYRIGHT
AS-HUM DATA MANIPULATOR NATIONAL COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
ZHANG JIALI
HUMAN-OBJECT INTERACTION RECOGNITION METHOD BASED ON DEEP LEARNING
PHD ON GOING SUPERVISOR
NOR AFIFA BINTI ISMAIL

MASTER GRADUATED SUPERVISOR 2018
TENGKU MAZLIN BINTI TENGKU AB HAMID
ENSEMBLE FILTERS WITH HARMONIZE ALGORITHM FOR OPTIMAL SOLUTIONS IN MEDICAL DATASETS
MASTER GRADUATED CO-SUPERVISOR 2020
SALISU MUHAMMAD BABA

MASTER GRADUATED SUPERVISOR 2022
NICHOLAS PANG JIA CHERN
AN IMAGE ENCRYPTION BASED ON IMPROVED COMPRESSIVE SENSING AND SCAN BASED ENCRYPTION
MASTER ON GOING CO-SUPERVISOR