GRANT(PI & MEMBERS)
36
PUBLICATIONS
38
INDEXED PUBLICATION
14
TOTAL STUDENTS
H-INDEXED (SCOPUS)
CITATIONS (SCOPUS)
Grant (PI)
NATIONAL GRANTS
2
UNIVERSITY FUND
4
TOTAL
Publications
INDEXED PUBLICATION
14
NON-INDEXED PUBLICATION
6
OTHERS PUBLICATION
18
TOTAL
Supervisions
MASTER
16
PHD
10
TOTAL
Legend : SPONSOR TYPE OF GRANT
| Grant Name | Year |
|---|---|
| Enhancing Healthcare Delivery through Machine Learning: Development and Deployment of Machine Learning Based Risk Score for Open Heart Surgery at Institut Jantung Negara INSTITUT JANTUNG NEGARA (IJN) Contract |
2023 |
| UTM-National Institute of Technology Kagoshima College on IOT and AI (Machine Learning) Training NATIONAL INSTITUTE OF TECHNOLOGY, KAGOSHIMA COLLEGE Networking Grant |
2022 |
| A Hybrid GMDH - Artificial Bee Colony Method for High Accuracy Software Effort Estimation MINISTRY OF EDUCATION Fundamental Research Grant Scheme |
2021 |
| An Improved Customer Segmentation method using Structural Topic Model Clustering and ANN Classification on unstructured Telco Customer Feedback Data MINISTRY OF EDUCATION Fundamental Research Grant Scheme |
2021 |
| UTM Students' Opinions Mining towards the Impact of Online Remote Teaching and Learning during COVID-19 Pandemic RUG OF UTM UTM R&D Fund |
2021 |
| DATA AUGMENTATION METHOD FOR DEEP LEARNING ON VIBRATION SIGNAL RUG OF UTM UTM Encouragement Research |
2019 |
| Optimised Higher Order Neural Network for Nonlinear Unsteady Aerodynamic Modeling At high angle of Attack RUG OF UTM UTM Encouragement Research |
2019 |
| IDENTIFICATION OF HAZARDOUS RADIUS IN TOXIC CHEMICAL SPILL INCIDENT USING DATA ANALYTIC AND VISUALISATION APPROACH IN MITIGATING POTENTIAL HEALTH RISK 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 |
| FOOD PACKAGING DEFECTS DETECTION USING AN IMPROVE NAIVE BAYES RUG OF UTM Tier 2 |
2019 |
| UTM-TDR 12.4 (T2) : AN INTELLIGENT SYSTEM FOR OPTIMIZATION OF HIGH SPEED MACHINING OF METAL EPOXY COMPOSITE (MEC) MATERIALS RUG OF UTM UTM Transdiciplinary Research Grant |
2018 |
| Study of Aqua Automation & Smart Net for ROBOXA TECHNOLOGIES SDN. BHD ROBOXA TECHNOLOGIES SDN BHD Contract |
2018 |
| An Enhanced Software Effort Estimation Using Machine Learning For Big Data Software Development. RUG OF UTM Tier 2 |
2018 |
| AN ENHANCED DEEP LEARNING ARCHITECTURE FOR FUNCTIONAL NON CODING VARIANT PREDICTION RUG OF UTM Tier 1 |
2017 |
| HYBIRD BEE A* PATHFINDING ALGORITHM RUG OF UTM Tier 2 |
2016 |
| Projek Konservasi dan Penjanamaan Durian Kampung Segamat RUG OF UTM Institut Inovasi Strategik Johor |
2016 |
| TEKNOLOGI INOVASI UNTUK MEMETIK BUAH MATA KUCING YANG SELAMAT DAN MUDAH RUG OF UTM Institut Inovasi Strategik Johor |
2016 |
| FRAMEWORK FOR SYSTEM DYNAMICS INTEGRATION WITH BIG DATA IN PUBLIC POLICY MAKING RUG OF UTM Tier 1 |
2015 |
| A New Feature Selection Method Based on Iterative MapReduce for High Dimensional Class Imbalance Big Datasets MINISTRY OF EDUCATION Fundamental Research Grant Scheme |
2015 |
| Optimal Bidirectional Search in Autonomous System Path Planning MINISTRY OF EDUCATION Fundamental Research Grant Scheme |
2013 |
| Adaptive grey-based feature selection and parameter optimization for support vector machine MINISTRY OF EDUCATION Fundamental Research Grant Scheme |
2013 |
| A New Harmony Search Meta-Heuristic for Freeman Chain Code Extraction Method MINISTRY OF EDUCATION 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 |
| LEARNING ASSISTED BASED-HEURISTIC FOR SOFT-CONSTRAINED MULTI-OBJECTIVE METRIC PLANNING MINISTRY OF EDUCATION Fundamental Research Grant Scheme |
2013 |
| Simulation optimisation for the stochastic supply chains using metaheuristic method. RUG OF UTM Tier 2 |
2012 |
| Development of a Hybrid Genetic Algorithm for Optimal Preventive Maintenance Scheduling RUG OF UTM Tier 2 |
2012 |
| MOBILITY MANAGEMENT IN LTE-ADVANCED WITH THE IMPLEMENTATION OF PROXY MOBILE IPV6ALGORITHM RUG OF UTM Tier 2 |
2012 |
| ANALYSIS ON THE EFFECT OF DISCOUNT POLICIES ON RETAIL SALES PERFORMANCE RUG OF UTM Tier 2 |
2012 |
| A Simulation Model for The Stochastic Multi-Retailer Inventory Routing Problem RUG OF UTM Tier 2 |
2011 |
| A Modified Multi-Objective Genetic Algorithm for estimating optimal solutions of machining parameters RUG OF UTM Tier 2 |
2011 |
Legend : PUBLICATION CATEGORY TYPE OF AUTHORS
| Publication Name | Year |
|---|---|
|
Flower Pollination Algorithm For Convolutional Neural Network Training In Vibration Classification
LECTURE NOTES IN ELECTRICAL ENGINEERING Publication In Scopus UTM FIRST AUTHOR |
2022 |
|
Determination Of Vital Cancer Sites In Malaysian Colorectal Cancer Dataset By Using A Fuzzy Feature Selection Method
JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR |
2021 |
|
Learning Convolution Neural Network With Shift Pitching Based Data Augmentation For Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST AUTHOR |
2020 |
|
Audio Deformation Based Data Augmentation For Convolution Neural Network In Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST AUTHOR |
2019 |
|
Flower Pollination Algorithm And Multilayer Perceptron Artificial Neural Network For Heart Disease Feature Selection And Classification
PROCEEDING OF 2019 THE 9TH INTERNATIONAL WORKSHOP ON COMPUTER SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR |
2019 |
|
Support Vector Machine With Principle Component Analysis For Road Traffic Crash Severity Classification
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR |
2019 |
|
Adoption Of Machine Learning Techniques In Software Effort Estimation: An Overview
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR |
2019 |
|
A Hybrid Algorithm Based On Flower Pollination Algorithm And Electro Search For Global Optimization
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed UTM FIRST AUTHOR |
2018 |
|
Hybrid Flower Pollination Algorithm And Support Vector Machine For Breast Cancer Classification
JOURNAL OF TECHNOLOGY MANAGEMENT AND BUSINESS Journal Article Non Citation-Indexed CO-AUTHOR |
2018 |
|
Analisa Tahap Penglibatan Pelajar Dalam
Aktiviti Di Kolej Kediaman: Kajian Kes Di Kolej
Tuanku Canselor,Utm
PERSIDANGAN PEMBANGUNAN PELAJAR PERINGKAT KEBANGSAAN (NASDEC) 2018 Conference Paper UTM FIRST AUTHOR |
2018 |
|
Sistem Perancangan Temujanji Bersama Pensyarah
Berasaskan Aplikasi Android
PROSIDING KOMPUTERAN UTM Proceedings UTM FIRST AUTHOR |
2017 |
|
Road Traffic Crash Severity Classification Using Support Vector Machine
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR |
2017 |
|
A Study Of Metaheuristic Algorithm For High Dimensional Feature Selection On Micro Array Data
AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-AUTHOR |
2017 |
|
Machining Parameters Optimization Using Hybrid Firefly Algorithm And Particle Swarm Optimization
JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR |
2017 |
|
The Students Perceptions On The Usability Of Industrial Training System And Its Implication
THE SOCIAL SCIENCES Journal Article Non Citation-Indexed CO-AUTHOR |
2017 |
|
Roundness Error In Deep Hole Drilling Using Twist Drills And Cold Mold Steel 718
INDIAN JOURNAL OF SCIENCE AND TECHNOLOGY Journal Article Non Citation-Indexed CO-AUTHOR |
2017 |
|
Web Based Online Bakery System With Short Messaging Service And Email Notification
STUDENT PROJECT CONFERENCE (ICT-ISPC), 2017 6TH ICT INTERNATIONAL Conference Paper UTM FIRST AUTHOR |
2017 |
|
Integration Of System Dynamics With Big Data Using Python: An Overview
ICT-ISPC2017 Conference Paper CO-AUTHOR |
2017 |
|
ACADEMIC HANDBOOK UNDERGRADUATE 2016/2017 Modules / Manual CO-AUTHOR |
2016 |
|
Penggunaan Internet Dan Kesan Terhadap Pencapaian Akademik Pelajar Prasiswazah
PERSIDANGAN PEMBANGUNAN PELAJAR PERINGKAT KEBANGSAAN (NASDEC) 2016 Proceedings CORRESPONDING AUTHOR |
2016 |
|
A Comparative Study Between Support Vector Machine And Neural Network For Phishing E-Mail Detection
UTM COMPUTING PROCEEDINGS Proceedings CORRESPONDING AUTHOR |
2016 |
|
Discount Pricing Strategies For Smart Phone Using System Dynamics Modelling
JURNAL TEKNOLOGI Publication In Scopus CO-AUTHOR |
2016 |
|
A Modelling Of Genetic Algorithm For Inventory Routing Problem Simulation Optimisation
INTERNATIONAL JOURNAL OF SUPPLY CHAIN MANAGEMENT Publication In Scopus UTM FIRST AUTHOR |
2016 |
|
The Student’S Perceptions Of Industrial Training System As A Tool For Managing Industrial Trainin
THE 7TH INTERNATIONAL CONFERENCE ON INTERNET (ICONI 2015) Conference Paper CO-AUTHOR |
2015 |
|
Optimization Of Surface Roughness In Turning Operation Using Firefly Algorithm
APPLIED MECHANICS AND MATERIALS Proceedings CO-AUTHOR |
2015 |
|
Measuring Uncertainties Of Project Completion Late Delivery In Environmental Issues
INTERNATIONAL CONFERENCE ON ENGINEERING TECHNOLOGIES AND ENTREPRENEURSHIP – ICETE 2015 Conference Paper CO-AUTHOR |
2015 |
|
Online Food Ordering System With Short Massage Service Notification
INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN COMPUTER SCIENCE AND SOFTWARE ENGINEERING Journal Article Non Citation-Indexed CORRESPONDING AUTHOR |
2015 |
|
Modelling Of Uncertainty On Late Delivery For Construction Industry In Environment Issues:A Preliminary Review
8TH EUROSIM CONGRESS ON MODELLING AND SIMULATION,EUROSIM 2013 Publication In Scopus CO-AUTHOR |
2015 |
|
COMPUTATIONAL MATHEMATICS Modules / Manual CORRESPONDING AUTHOR |
2014 |
|
Managing Uncertainty In Multi-Project Constructing For Environmental
Issues On Project Completion Late Delivery
REGIONAL CONFERENCE ON SCIENCE,TECHNOLOGY AND SOCIAL SCIENCES Conference Paper CO-AUTHOR |
2014 |
|
FACULTY OF COMPUTING 2013 ANNUAL REPORT Pelaporan / Penerbitan Khusus (Rancangan Malaysia, Statistik Kebangsaan) CO-AUTHOR |
2014 |
|
Simulation Optimization Approach For Stochastic Multi-Retailer Inventory Routing Problem
INTERNATIONAL CONFERENCE ON INNOVATION DRIVEN SUPPLY CHAIN 2014 Conference Paper UTM FIRST AUTHOR |
2014 |
|
Simulation Modelling For Stochastic Multi-Retailer Supply Chains
INTERNATIONAL CONFERENCE ON INNOVATION DRIVEN SUPPLY CHAIN 2014 Conference Paper UTM FIRST AUTHOR |
2014 |
|
Classification Of Liver Cancer Using Artificial Neural Network And Support Vector Machine
FIFTH INTERNATIONAL CONFERENCE ON ADVANCES IN COMMUNICATION, NETWORK AND COMPUTING CNC 2014 Conference Paper CO-AUTHOR |
2014 |
|
Development Of Conceptual Model For Uncertainty Management On Project Completion Late Delivery In Environmental Issues
APPLIED MECHANICS AND MATERIALS Proceedings CO-AUTHOR |
2014 |
|
Firefly Algorithm For Optimization Problem
APPLIED MECHANICS AND MATERIALS Publication In Scopus CO-AUTHOR |
2013 |
|
Facebook Versus Twitter: Malaysian Case Study
PERSIDANGAN PEMBANGUNAN PELAJAR PERINGKAT KEBANGSAAN (NASDEC) 2013 Conference Paper CORRESPONDING AUTHOR |
2013 |
|
Employability Skills Elements: Difference Perspective Between
Teaching Staff And Employers Industrial In Malaysia
Procedia Social and Behavioral Sciences Publication In Web Of Science CO-AUTHOR |
2013 |
Legend : IP CATEGORY IP LEVEL
| Intellectual Property Name | Grant Register No. | IP Level | IP Category |
|---|---|---|---|
| AN IMPROVED SVM CLASSIFIER WITH FUZZY CLUSTER AND RANKING FORWARD SELECTION FOR PARKINSON DISEASES CLASSIFICATION. | LY2018002338 | NATIONAL | COPYRIGHT |
| RANGKA KERJA BARU UNTUK PRO DATA PEMBELAJARAN BERASASKAN KERJA: SARJANA MUDA SAINS KOMPUTER (KEJURUTERAAN DATA) | NATIONAL | COPYRIGHT | |
| HYBRID FLOWER POLLINATION AND K-NEAREST NEIGHBOR ALGORITHM FOR HIGH DIMENSIONAL DATASET FEATURE SELECTION | LY2020006353 | NATIONAL | COPYRIGHT |
| FPCA=SVM=FCM: AN IMPROVED HYBRID IMPUTATION MODEL WITH FUZZY FEATURE SELECTION | LY2020005385 | NATIONAL | COPYRIGHT |
| BLI-3A: INDUSTRIAL TRAINING EVALUATION FORM FOR FACULTY SUPERVISOR | NATIONAL | COPYRIGHT | |
| BLI-2B-INDUSTRIAL TRAINING EVALUATION FORM FOR ORGANIZATION SUPERVISOR | NATIONAL | COPYRIGHT | |
| FACULTY OF COMPUTING INDUSTRIAL TRAINING GUIDELINE BOOK 7TH EDITION (MALAY-ENGLISH)/BUKU PANDUAN LATIHAN INDUSTRI FAKULTI KOMPUTERAN EDISI 7 (MELAYU-ENGLISH) | NATIONAL | COPYRIGHT |
Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL
| Supervision List |
|---|
|
AMIN BABAZADEH SANGAR MEASUREMENT METRICS FOR MEASURING SUCCESS OF BUSINESS INTELLIGENCE SYSTEM PHD GRADUATED CO-SUPERVISOR 2014 |
|
ZIRAWANI BINTI BAHARUM THE MODELLING OF UNCERTAINTY FACTORS TOWARDS PROJECT COMPLETION LATE DELIVERY FOR PIPING CONSTRUCTION PHD GRADUATED CO-SUPERVISOR 2017 |
|
SITI HAJAR BINTI ARBAIN MULTIFUNCTIONAL OPTIMIZED GROUP METHOD DATA HANDLING FOR SOFTWARE EFFORT ESTIMATION PHD GRADUATED SUPERVISOR 2022 |
|
MD FADIL BIN MD ESA IMPROVED FLOWER POLLINATION ALGORITHM BASED ON CONVOLUTIONAL NEURAL NETWORK FOR BEARING VIBRATION FAULT CLASSIFICATION PHD GRADUATED SUPERVISOR 2024 |
|
HAN YUANYUAN OPTIMIZING PREDICTIVE MAINTENANCE FOR INTERNET OF THINGS DEVICES WITH LONG SHORT-TERM MEMORY, CAUSAL DILATED CONVOLUTION, AND TEMPORAL CONVOLUTIONAL NETWORK PHD ON GOING CO-SUPERVISOR |
|
MANSSOR ALI ALNASSAR OPTIMIZATION OF DECISION TREE ALGORITHM USING EVOLUTIONARY ALGORITHMS FOR LICENSE PLATE RECOGNITION   PHD ON GOING CO-SUPERVISOR |
|
MUHAMMAD NASIRU DANKOLO IMPROVED FLOWER POLLINATION ALGORITHM FOR LATENCY-AWARE TASK SCHEDULING IN EDGE-CLOUD CONTINUUM  PHD ON GOING CO-SUPERVISOR |
|
SALIHU ABUBAKAR ABBA ENHANCED-MULTI-CLASS ENSEMBLE TRANSFORMER BLOCK CONVOLUTIONAL VARIANTS ARCHITECTURE FOR OFFSHORE OIL SPILL DETECTION   PHD ON GOING SUPERVISOR |
|
AMINU LAMINU SONG BINARY CLASSIFICATION OF INDIVIDUAL STUDENT’S GRADES USING ENSEMBLE FILTER-BASED FEATURE SELECTION FOR STUDENT PERFORMANCE PREDICTION. PHD ON GOING CO-SUPERVISOR |
|
HAMIZAN BINTI SHARBINI HYBRID NATURE INSPIRED OPTIMIZATION IN SOCIAL FORCE MODEL FOR SIMULATING CROWD EVACUATION IN EMERGENCY SITUATION. PHD ON GOING CO-SUPERVISOR |
|
ZIRAWANI BINTI BAHARUM THE MODELING OF UNCERTAINTY FACTORS IN ENVIRONMENTAL ISSUES ON PROJECT COMPLETION LATE DELIVERY FOR CONSTRUCTION INDUSTRY MASTER GRADUATED CO-SUPERVISOR 2004 |
|
MD FADIL BIN MD ESA DEEP LEARNING NEURAL NETWORK BASED VIBRATION ANALYSIS FOR BEARING FAULT DETECTION   MASTER GRADUATED SUPERVISOR 2013 |
|
SITI NORSYAHIDA BINTI OTHMAN HYBRID GENETIC ALGORITHM-BEE NIEGHBOURHOOD SEARCH FOR A STOCHASTIC MULTI RETAILER INVENTORY ROUTING PROBLEM MASTER GRADUATED SUPERVISOR 2015 |
|
MARINA BINTI OMAR ENHANCEMENT OF BEE ALGORITHM BY INTEGRATING CHAOTIC AND SHRINKING TECHNIQUES FOR INVENTORY ROUTING PROBLEM MASTER GRADUATED SUPERVISOR 2015 |
|
UMAR ABUBAKAR MASTER GRADUATED SUPERVISOR 2017 |
|
LO WEI HOU MASTER GRADUATED SUPERVISOR 2021 |
|
GAN JIAN YONG MASTER GRADUATED SUPERVISOR 2021 |
|
ONAH ADAMS ALECHENU MASTER GRADUATED SUPERVISOR 2022 |
|
NOR SHAIDAH BINTI ISMAIL MASTER GRADUATED SUPERVISOR 2022 |
|
CUI ZHANRUI MASTER GRADUATED SUPERVISOR 2022 |
|
NURUL ZULAIKHA BINTI HARUDIN MASTER GRADUATED SUPERVISOR 2022 |
|
ALAA ALRHMAN MOHAMMED RAWEH AL-SHAIBANI MASTER GRADUATED SUPERVISOR 2024 |
|
ZHANG QIWEI MASTER GRADUATED SUPERVISOR 2024 |
|
LIU KAIYUAN MASTER ON GOING SUPERVISOR |
|
WU JIAMING MASTER ON GOING SUPERVISOR |
|
RIZQI QUROTI A'YUN BINTI AHMAD MUKIMIN IDENTIFICATION OF HAZARDOUS RADIUS IN TOXIC CHEMICAL SPILL INCIDENT USING DATA ANALYTIC AND VISUALISATION APPROACH IN MITIGATING POTENTIAL HEALTH RISK MASTER ON GOING SUPERVISOR |