GRANT(PI & MEMBERS)
PUBLICATIONS
INDEXED PUBLICATION
TOTAL STUDENTS
H-INDEXED (SCOPUS)
CITATIONS (SCOPUS)
Grant (PI)
NATIONAL GRANTS
4
UNIVERSITY FUND
4
TOTAL
Publications
INDEXED PUBLICATION
73
NON-INDEXED PUBLICATION
17
OTHERS PUBLICATION
60
TOTAL
Supervisions
MASTER
11
PHD
23
TOTAL
Legend : SPONSOR TYPE OF GRANT
| Grant Name | Year |
|---|---|
| A new hybrid algorithm for feature selection of cancer microarray data based on fish swarm algorithm Fundamental Research Grant Scheme |
2022 |
| An Improved Customer Segmentation method using Structural Topic Model Clustering and ANN Classification on unstructured Telco Customer Feedback Data Fundamental Research Grant Scheme |
2021 |
| Development of Intelligent Software for the Design of Injection Moulds INNOVATION AND COMMERCIALISATION CENTRE (ICC) Prototype Development Fund |
2020 |
| 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 |
| DATA AUGMENTATION METHOD FOR DEEP LEARNING ON VIBRATION SIGNAL RUG OF UTM UTM Encouragement Research |
2019 |
| Utilization of Filter Feature Selection with Harmonization of PSO and SVM for Optimization 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 |
| Reconstruction of missing data using improved hybrid imputation model with bias treatment for medical dataset. Fundamental Research Grant Scheme |
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 |
| HIR 5.4 : INTELLIGENT SELECTION OF PROCESS PARAMETERS FOR OPTIMIZATION OF HIGH SPEED MACHINING INDUSTRY RUG OF UTM High Impact Research Grant |
2018 |
| AN ENHANCED DEEP LEARNING ARCHITECTURE FOR FUNCTIONAL NON CODING VARIANT PREDICTION RUG OF UTM Tier 1 |
2017 |
| GREY WOLF OPTIMIZER FOR OPTIMIZATION OF INJECTION MOULDING PROCESS RUG OF UTM Tier 1 |
2017 |
| IMPROVED FUZZY CLUSTER BASED NEURAL NETWORK FOR MEDICAL DATA ANALYSIS RUG OF UTM Tier 2 |
2017 |
| HYBIRD BEE A* PATHFINDING ALGORITHM RUG OF UTM Tier 2 |
2016 |
| DEEP FUZZY WEIGHTS LEARNING AND OPTIMIZATION IN ANALYTICAL HIERARCHY PROCESS Fundamental Research Grant Scheme |
2016 |
| IMPROVEMENT OF HYBRID HARMONY SEARCH-ARTIFICIAL BEE COLONY IN OPTIMIZATION OF MACHINING PERFORMANCES IN DIE SINKING ELECTRIC DISCHARGE MACHINING RUG OF UTM Tier 1 |
2016 |
| ENHANCED FISH SWARM ALGORITHM FOR MAP OBJECT SIMPLIFICATION RUG OF UTM Tier 1 |
2016 |
| SIMPLIFICATION OF MAP OBJECT USING HYBRID DOUGLAS-PEUCKER FLOWER POLLINATION ALGORITHM FOR OPTIMIZING CARTOGRAPHIC GENERALIZATION RUG OF UTM Tier 1 |
2015 |
| 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 Fundamental Research Grant Scheme |
2015 |
| An Equivalent Generating Algorithm to Model Fuzzy Petri Net for Knowledge Representation Fundamental Research Grant Scheme |
2015 |
| A New Ontology Enrichment Algorithm for Hierarchical Classification of Biomedical Literature. Fundamental Research Grant Scheme |
2014 |
| Organizing Unstructured Data using Cube Kohonen Network model with Enhanced NURBS Surface Interpolation Approach Fundamental Research Grant Scheme |
2014 |
| Image Super-Resolution Using Iterative Back Projection and Hybridized Biogeography-Based Optimization Algorithm RUG OF UTM Tier 1 |
2014 |
| ACADEMICS PUBLICATION AND CITATION PREDICTIVE MODEL FOR STRATEGIC KEY PERFORMANCE INDICATORS DELIVERY PROCESS RUG OF UTM Tier 1 |
2014 |
| EXPLORATION OF STOCK FORECASTING MODEL ON GREY RELATIONAL NEURAL NETWORK BASED ON ROUGH SET Exploratory Research Grant Scheme |
2013 |
| A New Integrated Fuzzy-TOPSIS To Improve Machining Surface Roughness Exploratory Research Grant Scheme |
2013 |
| LEARNING ASSISTED BASED-HEURISTIC FOR SOFT-CONSTRAINED MULTI-OBJECTIVE METRIC PLANNING Fundamental Research Grant Scheme |
2013 |
| INTELLIGENT DETECTION FOR SIM BOX BYPASS FRAUD DETECTION RUG OF UTM Tier 2 |
2012 |
| Multi-objective Evolutionary Algorithms for Three Term BP network Learning RUG OF UTM Tier 2 |
2012 |
| A multiobjective fuzzy inference system for flood monitoring system RUG OF UTM Tier 2 |
2012 |
| PREDICTIVE MODELING IN PRICING THE MOTOR INSURANCE CLAIMS RUG OF UTM Tier 2 |
2012 |
| 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 |
| COMPARISON ANALYSIS OF OUTCOME PREDICTION MODEL FOR TRAUMA PATIENTS. RUG OF UTM Geran Penyelidik Baharu |
2012 |
| ANALYSIS ON THE EFFECT OF DISCOUNT POLICIES ON RETAIL SALES PERFORMANCE RUG OF UTM Tier 2 |
2012 |
| GLOBAL MOMENT- BASED FEATURES FOR BIOMETRIC VERIFICATION Exploratory Research Grant Scheme |
2012 |
| ENHANCED NON DOMINATED SORTING GENETIC ALGORITHM FOR OPTIMIZATION OF MACHINING PROCESS PARAMETERS RUG OF UTM Tier 1 |
2012 |
| Multi-variate Pattern Analysis for Forensic Identification and Verification Long Term Research Grant Scheme |
2011 |
| A New Hybridization of Multiple Attribute Forecasting Model for Incomplete Time Series data Fundamental Research Grant Scheme |
2011 |
| A Modified Multi-Objective Genetic Algorithm for estimating optimal solutions of machining parameters RUG OF UTM Tier 2 |
2011 |
| A Simulation Model for The Stochastic Multi-Retailer Inventory Routing Problem RUG OF UTM Tier 2 |
2011 |
| Ranking Critical Factor With Coopertive Feature Selection For Time Series UNIVERSITI TEKNOLOGI MALAYSIA Short Term |
2009 |
| Development of Compound Clustering Techniques Using Hybrid Soft-Computing Algorithms Sciencefund |
2000 |
| Development of an Interactive Teaching-learning Technique of Mathematics Based on the EIF Technique for the Primary Schools MINISTRY OF ENERGY, SCIENCE, TECHNOLOGY, ENVIRONEMNT AND CLIMATE CHANGE (MESTECC) Sciencefund |
1998 |
| A Study on the Performance of Back Propogation and Individual Forecast Technique in Developing Real Time Flood Forecasting Model for Johor Catchment Area Short Term |
1998 |
| Development of Intelligent System for Predicting Stock Market Price Movement Sciencefund |
1998 |
| Classifications of Deseasonalised Time Series Data using Soft Computing Techniques Short Term |
1997 |
| Pembangunan cengkrang sistem pakar untuk membangun sistem berpengkalan pengetahuan Short Term |
1990 |
Legend : PUBLICATION CATEGORY TYPE OF AUTHORS
| Publication Name | Year |
|---|---|
|
Modelling And Optimisation Of Cooling-Slope Parameters Of Magnesium Az91d Using Improvement Multi-Objective Jaya Approach For Predicted Feedstock Performance
PERTANIKA JOURNAL OF SCIENCE AND TECHNOLOGY Publication In Web Of Science UTM FIRST AUTHOR |
2024 |
|
Ensemble Filters With Harmonize Pso–Svm Algorithm For Optimal Hearing Disorder Prediction
NCAA - NEURAL COMPUTING AND APPLICATIONS Publication In Web Of Science UTM FIRST AUTHOR |
2023 |
|
The Hybrid Of Woabat-Ifdo Optimization Algorithm And Its Application In Crowd Evacuation Simulation
: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND TECHNOLOGY Publication In Scopus UTM FIRST AUTHOR |
2023 |
|
Genome Assembly Composition Of The String "Acgt"Array: A Review Of Data Structure Accuracy And Performance Challenges
PEERJ COMPUTER SCIENCE Publication In Web Of Science UTM FIRST AUTHOR |
2023 |
|
Enhancing Extreme Learning Machines Using Cross-Entropy Moth-Flame Optimization Algorithm
INTERNATIONAL JOURNAL OF ARTIFICIAL INTELLIGENCE Publication In Scopus UTM FIRST AUTHOR |
2022 |
|
Flower Pollination Algorithm For Convolutional Neural Network Training In Vibration Classification
LECTURE NOTES IN ELECTRICAL ENGINEERING Publication In Scopus CO-AUTHOR |
2022 |
|
Enhancing Extreme Learning Machines Classification With Moth-Flame Optimization Technique
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE Publication In Scopus UTM FIRST AUTHOR |
2022 |
|
Hangman–Hangaroo Game Design Using Automata Theory
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR |
2021 |
|
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 UTM FIRST AUTHOR |
2021 |
|
Crowd Evacuation Simulation Model With Soft Computing Optimization Techniques: A Systematic Literature Review
JOURNAL OF MANAGEMENT ANALYTICS Publication In Web Of Science UTM FIRST AUTHOR |
2021 |
|
Image Steganography: Lsb And Lsb Insertion Performance Analysis
INTELLIGENT DATA ANALYSIS: TECHNOLOGIES AND FUTURE TRENDS Book Chapter CO-AUTHOR |
2021 |
|
Identification Of Sharp Edge Non-Slender Delta
Wing Aerodynamic Coefficient Using Neural
Network
JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR |
2021 |
|
An Empirical Study To Improve Multiclass Classification Using Hybrid Ensemble Approach For Students' Performance Prediction
LECTURES NOTES IN ELECTRICAL ENGINEERING Publication In Scopus CO-AUTHOR |
2021 |
|
Global Solar Radiation Forecasting Using Artificial
Neural Network And Support Vector Machine
JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus UTM FIRST AUTHOR |
2021 |
|
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 UTM FIRST AUTHOR |
2021 |
|
Crowd Emergency Evacuation Simulation Time Analysis Via Obstacle Optimization Strategy
JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus UTM FIRST AUTHOR |
2021 |
|
Image Steganography:Lsb And Lsb Insertion Performance Analysis
INTELLIGENT DATA ANALYSIS - TECHNOLOGIES AND FUTURE TRENDS Book Chapter CO-AUTHOR |
2021 |
|
An Improved Multi Objective Evolutionary Algorithm For Detecting Communities In Complex Network With Graphlet Measure
COMPUTER NETWORKS Publication In Web Of Science CO-AUTHOR |
2020 |
|
Nature-Inspired Optimization Algorithms For Community Detection In Complex Networks: A Review And Future Trends
TELECOMMUNICATION SYSTEMS Publication In Web Of Science CO-AUTHOR |
2020 |
|
An Introductory Review To Surface Reconstruction
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST AUTHOR |
2020 |
|
Learning Convolution Neural Network With Shift Pitching Based Data Augmentation For Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR |
2020 |
|
Missing Data Characteristics And The Choice Of Imputation Technique: An Empirical Study
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus UTM FIRST AUTHOR |
2020 |
|
Comparison Study On Four Types Mathematical Model For Sand-Casting Process
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST 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 CO-AUTHOR |
2020 |
|
Modeling And Optimization Of Electric Discharge Machining Performances Using Harmony Search Algorithm
ELEKTRIKA- JOURNAL OF ELECTRICAL ENGINEERING Journal Article Non Citation-Indexed CO-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 CO-AUTHOR |
2019 |
|
An Analysis Of A Modified Social Force Model In Crowd Emergency Evacuation Simulation
A SIMULATIONPPLICATION OF MODELING AND SIMULATION Journal Article Non Citation-Indexed UTM FIRST AUTHOR |
2019 |
|
Orthogonal Based Ann And Multiga For Optimization On Wedm Of Ti-48al Intermetallic Alloys
ARTIFICIAL INTELLIGENCE REVIEW Publication In Web Of Science CO-AUTHOR |
2019 |
|
Missing Data Imputation With Fuzzy Feature Selector For Diabetes Dataset
SN APPLIED SCIENCES Publication In Web Of Science UTM FIRST AUTHOR |
2019 |
|
Recent Studies On Optimisation Method Of Grey Wolf Optimiser (Gwo): A Review (2014-2017)
ARTIFICIAL INTELLIGENCE REVIEW Publication In Web Of Science CO-AUTHOR |
2019 |
|
Data Matrices For Time Series Modeling Using Artificial Neural Network In Revenue Forecasting
DATA CLEANING FOR DATA SCIENCE Book Chapter UTM FIRST AUTHOR |
2019 |
|
Overview Feature Selection Using Fish Swarm Algorithm
JOURNAL OF PHYSICS: CONFERENCE SERIES (JPCS) Publication In Scopus UTM FIRST AUTHOR |
2019 |
|
Hybrid Predictive Modelling For Motor Insurance Claim
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus CO-AUTHOR |
2019 |
|
Utilization Of Filter Feature Selection With Support Vector Machine For Tumours Classification
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST AUTHOR |
2019 |
|
Empirical Performance Evaluation Of Imputation Techniques Using
Medical Dataset
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING Publication In Scopus UTM FIRST AUTHOR |
2019 |
|
Audio Deformation Based Data Augmentation For Convolution Neural Network In Vibration Analysis
IOP CONFERENCE SERIES: MATERIALS 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 |
|
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 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 |
|
A Review Of Bioinformatics Model And Computational Software Of Next Generation Sequencing
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING (IJIC) Journal Article Non Citation-Indexed CO-AUTHOR |
2019 |
|
Application Of Whale Optimisation Algorithm In Injection Moulding Process
1ST INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND INTELLIGENT CONTROL (ICARIC 2018) Conference Paper CO-AUTHOR |
2018 |
|
Modeling And Optimization Of Electric Discharge Machining Performances Using Harmony Search Algorithm
INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND ROBOTICS FOR INDUSTRIAL APPLICATIONS Conference Paper CO-AUTHOR |
2018 |
|
Overview Of The Injection Moulding Optimisation For Shrinkage Defect
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-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 |
|
A Review Of Advances In Extreme Learning Machines Techniques And Its Application
RECENT TRENDS IN COMMUNICATION AND INFORMATION TECHNOLOGY LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES Publication In Web Of Science CO-AUTHOR |
2018 |
|
Ai Approaches: Recent Studies On Shrinkage Optimisation In Injection Moulding Process
AIP CONFERENCE PROCEEDING Publication In Scopus CO-AUTHOR |
2018 |
|
Classification Of Breast Cancer Using Artificial Neural Network And Support Vector Machine
SOFT COMPUTING FOR KNOWLEDGE DISCOVERY AND DATA MINING Book Chapter CORRESPONDING 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 |
|
An Enhance Cnn-Rnn Model For Predicting Functional Non-Coding Variants
JOURNAL OF THEORETICAL AND APPLIED INFORMATION TECHNOLOGY Publication In Scopus CO-AUTHOR |
2018 |
|
Non-Conventional Approaches For Warpage Minimisation In Injection Moulding Process
AIP CONFERENCE PROCEEDING Publication In Scopus CO-AUTHOR |
2018 |
|
Potential Ann Prediction Model For Multiperformances Wedm On Inconel 718
NEURAL COMPUTING AND APPLICATIONS Publication In Web Of Science CO-AUTHOR |
2018 |
|
Classification Of Cancer Using Backpropagation Neural Network And Probabilistic Neural Network
THE 6TH INTERNATIONAL STUDENT PROJECT CONFERENCE(ICT-ISPC 2017) Conference Paper UTM FIRST AUTHOR |
2017 |
|
Harmony Search Optimization In Dimensional Accuracy Of Die Sinking Edm Process Using Ss316l Stainless Steel
JOURNAL OF PHYSICS: CONFERENCE SERIES Publication In Scopus CO-AUTHOR |
2017 |
|
Time Series Based Forecasting For Crude Palm Oil Price Utilizing Neural Networks Algorithm
2017 6TH ICT INTERNATIONAL STUDENT PROJECT CONFERENCE(ICT-ISPC) Conference Paper UTM FIRST AUTHOR |
2017 |
|
Classification Of Diabetes Diseases Using Back Propagation And Radial Basis Function Network
UTM COMPUTING PROCEEDINGS INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS Conference Paper UTM FIRST 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 CO-AUTHOR |
2017 |
|
Classification Of Diabetes Disease Using Backpropagation And Radial Basis Function Network
UTM COMPUTING PROCEEDINGS Proceedings UTM FIRST AUTHOR |
2017 |
|
Multi Objective Estimation Model For Optimization Of Wc-Co Edm Parameters
HTTP://SPS.UTM.MY/THECOLLOQUIUM/PUBLICATION/ Proceedings CO-AUTHOR |
2017 |
|
A Note Of Hybrid Gr-Svm For Prediction Of Surface Roughness In Abrasive Water Jet Machining: A Response
MECCANICA Publication In Web Of Science CO-AUTHOR |
2017 |
|
Hybrid Gr-Svm For Prediction Of Surface Roughness In Abrasive Water Jet Machining
INTERNATIONAL INTELLECTUAL EXPOSITION IIEX 2017 INVENTION, INNOVATION, DESIGN & RESEARCH Book Chapter CO-AUTHOR |
2017 |
|
Grey Relational Analysis (Gra) Of Electrode Wear Rate In Die Sinking Electric Discharge Machining
JOURNAL OF ENGINEERING AND APPLIED SCIENCES 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 |
|
Optimal Injection Process Parameter Analysis For Front Panel Housing Using Response Surface Methodology
AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-AUTHOR |
2017 |
|
A Review Of Deep Learning Architecture And Its Application
COMMUNICATION IN COMPUTER SCIENCE AND INFORMATION SCIENCE(CCS) Publication In Scopus 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 |
|
Integration Of System Dynamics With Big Data Using Python: An Overview
ICT-ISPC2017 Conference Paper CO-AUTHOR |
2017 |
|
Regression Model With Multiobjective Ga For Edm Parameters Optimization
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING Journal Article Non Citation-Indexed CO-AUTHOR |
2016 |
|
A Modified Scout Bee For Artificial Bee Colony Algorithm And Its Performance On Optimization Problems
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES Publication In Scopus CO-AUTHOR |
2016 |
|
Comparative Performance For Predictive Modelling In Motor Insurance Claims
JURNAL TEKNOLOGI Publication In Scopus CO-AUTHOR |
2016 |
|
Implementation Of Artificial Neural Network On Graphics Processing Unit For Classification Problems
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS) Publication In Scopus CO-AUTHOR |
2016 |
|
Multi Objective Machining Estimation Model Using Orthogonal And Neural Network
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 |
|
An Improvement In Support Vector Machine Classification Model Using Grey Relational Analysis For Cancer Diagnosis
JURNAL TEKNOLOGI Publication In Scopus CORRESPONDING AUTHOR |
2016 |
|
Experimental Study Of Surface Roughness In Electric Discharge Machining (Edm) Based On Grey Relational Analysis
MATEC WEB OF CONFERENCES 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 CO-AUTHOR |
2016 |
|
A New Framework For Matching Semantic Web Service Descriptions Based On Owl-S Services
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS Publication In Scopus UTM FIRST AUTHOR |
2016 |
|
Overview Of Harmony Search (Hs) Algorithm For Green Manufacturing Industries
APPLIED MECHANICS AND MATERIALS Proceedings 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 CO-AUTHOR |
2015 |
|
Modelling Static Fire Hazard In A Semi-Arid Region Using Frequency Analysis
INTERNATIONAL JOURNAL OF WILDLAND FIRE Publication In Web Of Science CO-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 |
|
Hybrid Particle Swarm Optimization Feature Selection For Crime Classification
STUDIES IN COMPUTATIONAL INTELLIGENCE Publication In Scopus CO-AUTHOR |
2015 |
|
Detecting Sim Box Fraud By Using Support Vector Machine And Artificial Neural Network
JURNAL TEKNOLOGI, UTM Publication In Scopus CORRESPONDING AUTHOR |
2015 |
|
Hybrid Artificial Neural Network With Artificial Bee Colony Algorithm For Crime Classification
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING Publication In Scopus CO-AUTHOR |
2015 |
|
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 CORRESPONDING AUTHOR |
2014 |
|
A Review On Service Selection For Web Service Composition In Cloud
Computing Environment
International Conference on Engineering and Applied Science (2014 ICEAS) Proceedings CORRESPONDING AUTHOR |
2014 |
|
Classification Of Sim Box Fraud Detection Using Support Vector Machine And Artificial Neural Network
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING (IJIC) Journal Article Non Citation-Indexed CORRESPONDING AUTHOR |
2014 |
|
COMPUTATIONAL MATHEMATICS Modules / Manual CO-AUTHOR |
2014 |
|
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 CO-AUTHOR |
2013 |
|
Cancer Detection Using Aritifical Neural Network And Support Vector Machine: A Comparative Study
JURNAL TEKNOLOGI (SCIENCES & ENGINEERING) Publication In Scopus UTM FIRST AUTHOR |
2013 |
|
Forecasting Zakat Collection Using Artificial Neural Network
PROCEEDINGS OF THE 20TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES Publication In Scopus CORRESPONDING AUTHOR |
2013 |
|
Economic Indicators Selection For Crime Rates Forecasting Using Cooperative Feature Selection
AIP CONFERENCE PROCEEDINGS Publication In Scopus CO-AUTHOR |
2013 |
|
Hybrid Gr-Svm For Prediction Of Surface Roughness In Abrasive Water Jet Machining
MECCANICA Publication In Web Of Science 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 |
|
Validation Of Hierarchical Gene Clusters Using Repeated Measurements
JURNAL TEKNOLOGI (SCIENCES AND ENGINEERING) Publication In Scopus CO-AUTHOR |
2013 |
|
Compact Classification Of Optimized Boolean Reasoning With Particle Swarm Optimization
INTELLIGENT DATA ANALYSIS Publication In Web Of Science CO-AUTHOR |
2012 |
|
Overview Of Support Vector Machine In Modeling Machining Performances
PROCEDIA ENGINEERING Publication In Web Of Science CORRESPONDING AUTHOR |
2011 |
|
Hybrid Hybrid Grey Relational Artificial Neural Network And Autoregressive Integrated Moving Average Model For Time Series Forecasting
Applied Artificial Intelligence,Taylor & Francis Publication In Web Of Science CORRESPONDING AUTHOR |
2009 |
|
Grey Relational Bp_Pso For Time Series Forecasting
Proc of 2009 IEEE International Conference on Systems, Man, and Cybernetics Publication In Web Of Science CORRESPONDING AUTHOR |
2009 |
|
Comparative Study Of Multivariate And Univariate Models
Prosiding Seminar PARS, FSKSM, June, 2007. Conference Paper CORRESPONDING AUTHOR |
2008 |
|
Bp-Arima Model For Time Series Forecasting
Prosiding Simposium Kebangsaan Sains Matematik ke-16, 3-5hb Jun 2008. Conference Paper CORRESPONDING AUTHOR |
2008 |
|
Grey Relational Analysis And Its Application On Multivariate Time Series
Seminar PARS,2008 Conference Paper CORRESPONDING AUTHOR |
2008 |
|
-
Kaedah Berangka, Edisi Pertama, 2008 Monograph CO-AUTHOR |
2008 |
|
Bp-Arima Model For Time Series Forecasting
16th Symposium National of Mathematics & Science 2008 Conference Paper INDIVIDUAL AUTHOR |
2008 |
|
Application Of Grey Relational Analysis For Multivariate Time Series
Prof of 8th Int. conf on Int. Syst Design and App(ISDA 2008) Publication In Web Of Science CORRESPONDING 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 |
|
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 |
|
Artificial Neural Network Time Series Modeling For Revenue Forecasting
Chiang Mai Journal of Science Publication In Web Of Science CORRESPONDING AUTHOR |
2008 |
|
Using Grey Relational Analysis To Predict Malaysia Total Export Earning For Natuaral Rubber Based Products With Small Data Set
Soft computing in industrial applications Book Chapter INDIVIDUAL AUTHOR |
2008 |
|
The Comparative Forecast Performance Of Univariate And Multivariate Models: An Application To Time Series Forecasting
Recent Operations Research Modeling and Applications Book Chapter INDIVIDUAL AUTHOR |
2008 |
|
-
Kaedah Berangka, 2007. Monograph CO-AUTHOR |
2007 |
|
-
Teknik Penyelidikan Operasi, Edisi 2007 Monograph CO-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 CORRESPONDING AUTHOR |
2007 |
|
Forecasting Model For Residential Burglary
Proc Second IMT-Gt Conference on Mathematics, Statistics and Applications Conference Paper CO-AUTHOR |
2006 |
|
A Hybrid Forecasting Model For Malaysian Exports Natural Rubber-Based Products
Proc of International Conference on Mathematics and Natural Sciences, Institut Teknologi Bandung, 29-30hb Nov, 2006 Publication In Scopus CORRESPONDING AUTHOR |
2006 |
|
Aplikasi Rangkaian Neural Dalam Pensaizan Lot Satu Aras
Prosiding Simposium Kebangsaan Sains Matematik ke-XIV Conference Paper CORRESPONDING AUTHOR |
2006 |
|
Neural Network Corner Detection Of Vertex Chain Code
International Journal on Artificial Intelligence and Machine Learning (AIML) Journal Article Non Citation-Indexed CO-AUTHOR |
2006 |
|
A Propose Framework Of Malaysia Natural Rubber Prediction Price Using Granular Neural Network
Pros Seminar PARS,FSKSM, Mei,2006 Conference Paper CORRESPONDING AUTHOR |
2006 |
|
-
: A Study on Performance of backpropagation and individual forecast technique in developing Real Time Flood Forecasting model for Johor Catchment Area- Vot :71834 Clasified/Technical Report CO-AUTHOR |
2006 |
|
Back Propagation Neural Network (Bpnn) Model As A Solution Of Short Term Rainfall Prediction For Johor Catchments Area
The 1st IMT-GT Regional Conference on Mathematics, Statistics, and their Applications (IRCMSA 2005), June 13-15, 2005 Conference Paper CO-AUTHOR |
2005 |
|
Aplikasi Rambatan Balik Pembaikan Dalam Peramalan Siri Masa
Simposium Kebangsaan Sains Matematik ke 13, 31hb. Mei-2 Jun,2005 Conference Paper CORRESPONDING AUTHOR |
2005 |
|
-
Teknik Penyelidikan Operasi. Monograph CO-AUTHOR |
2005 |
|
Neural Network In Corner Detection Of Chain Code Series.
Arab Conference Information Technology 2004, ACIT04 Conference Paper CO-AUTHOR |
2004 |
|
Peramalan Keperluan Tenaga Elektrik Negeri Johor Menggunakan Model Multivariat Rangkaian Neural
Pros Simposium Sains Matematik ke 12 ( UIA) Dis 2004 Conference Paper CORRESPONDING AUTHOR |
2004 |
|
-
Teknik Penyelidikan Operasi. Monograph CO-AUTHOR |
2004 |
|
-
Penganalisaan Data Berstatistik Monograph CO-AUTHOR |
2004 |
|
Kajian Terhadap Penormalan Data Ke Atas Ketepatan Ramalan Menggunakan Rangkaian Neural
Pros Simposium Sains Matematik ke 12 ( UIA) Dis 2004 Conference Paper CORRESPONDING AUTHOR |
2004 |
|
Perbandingan Penggunaan Algoritma Krzyzak Dengan Algoritma Rambatan Balik Piawai Dalam Domain Peramalan
International Jurnal of applied Management(Special issue),, Feb,2004 UUM, 171-184. Journal Article Non Citation-Indexed CO-AUTHOR |
2004 |
|
Peranan Juruaudit Bagi Proses Pemilikan Taraf Persijilan Iso( Hasil Tinjauan Persepsi Organisasi Pembuatan Berstatus Iso Di Malaysia
Pros Seminar Kebangsaan Sains Pemutusan 2004, 15-17 Dis,2004 Conference Paper CO-AUTHOR |
2004 |
|
. Kajian Terhadap Keberkesanan Pensijilan Iso Bagi Organisasi Sektor Pembuatan
Pros Simposium Sains Matematik ke 12 ( UIA) Dis 2004 Conference Paper CO-AUTHOR |
2004 |
|
Percubaan Mencari Kehadiran Ingatan Jangka Panjang Di Dalam Data Agrikultur Menggunakan Analisis R/S,
Annual Review of Operation Research & Management Science. Journal Article Non Citation-Indexed CO-AUTHOR |
2003 |
|
. Analisa Kebolehupayaan Kaedah Rambatan Ke Belakang Di Dalam Peramalan Banjir Bagi Kawasan Tadahan Hujan Negeri Johor.
Proc, Simposium Matematik ke 11, 22-24 Dis, 2003 Universiti Malaysia Sabah. Conference Paper CO-AUTHOR |
2003 |
|
Development Of Intelligent System For Predicting Stock Market Returns
Proc Seminar ASITT, Puteri Pan Pacific Hotel, May 7, Johor Bahru. Conference Paper CO-AUTHOR |
2003 |
|
Rambatan Balik Dengan Algoritma Kryzak Terhadap Domain Peramalan Data Siri Masa.
Proc. National Conf. On Management Science & Operation Research, 24-25 June, Century Mahkota, Melaka. Conference Paper CORRESPONDING AUTHOR |
2003 |
|
Classifications Of Deseasonalised Time Series Data Using Soft Computing Techniques.
Pros. Seminar ASITT, Puteri Pan Pacific Hotel, May 7, Johor Bahru Conference Paper CORRESPONDING AUTHOR |
2003 |
|
-
Classifications and Clustering of Deseasonalised Time Series Data Using Soft Computing Techniques �Vot 71760, April, 2003 Clasified/Technical Report CORRESPONDING AUTHOR |
2003 |
|
-
Kaedah Berangka Book (Text) CO-AUTHOR |
2003 |
|
Neural Kabur Dalam Peramalan (Satu Imbasan )
Proc. Of National Conference on Computer Graphics and Multimedia,Equatorial Hotel Melaka, 7/10 â?? 9/10, Conference Paper CO-AUTHOR |
2002 |
|
Percubaan Mencari Kehadiran Ingatan Jangka Panjang Di Dalam Data Agrikultur Menggunakan Analisis R/S
Proc National Conference on Management Science Operation Research, Conference Paper CO-AUTHOR |
2002 |
|
Aspek Perhitungan Rambatan Balik Dalam Domain Peramalan
Prosiding Kebangsaan Sains Matematik ke-10, 23-24 Disember, Pan Puteri Pacific, JB Conference Paper CO-AUTHOR |
2002 |
|
-
Buku Himpunan 8086/8088/80286 Original Book CORRESPONDING AUTHOR |
2002 |
|
-
Kaedah Berangka-edisi 1 Book (Text) CO-AUTHOR |
2002 |
|
Pemodelan Ketakstabilan Pasaran Komoditi Minyak Sawit Mentah Di Malaysia. P
Prosiding Kebangsaan Sains Matematik ke-10, 23-24 Disember,Pan Puteri Pacific, JB, Conference Paper CO-AUTHOR |
2002 |
|
Peramalan Siri Masa Variasi Bermusim Â?? Satu Pendekatan Alternatif Menggunakan Rangkaian Neural.
Proceeding of the National Conference on Management Science/Operation Research. (MSORSM), School of Mathematical Sciences, USM, 20-21 November, pp: 32-38. Conference Paper CORRESPONDING AUTHOR |
2001 |
|
Penentuan Dan Kesan Parameter Pembelajaran Terhadap Peramalan Menggunakan Rambatan Balik (Satu Kajian Terhadap Data Pengeluaran Hasil Getah).
Prosiding Simposium Kebangsaan Sains Matematik ke-9, 18-20 Julai, Universiti Kebangsaan Malaysia. Conference Paper CORRESPONDING AUTHOR |
2001 |
|
Peramalan Harga Kopi Untuk Pasaran Komoditi Dunia Bagi Pasaran Hadapan Menggunakan Rangkaian Neural
Proceeding of Malaysian Science and Technology Congress (Symposium C), USM, Conference Paper CO-AUTHOR |
2001 |
|
Peramalan Siri Masa Bermusim Menggunakan Rangkaian Neural.
Sains Malaysiana Publication In Scopus CORRESPONDING AUTHOR |
2001 |
|
Kajian Ke Atas Parameter Model Rangkaian Rambatan Balik Untuk Peramalan: Kajian Kes Hasil Pengeluaran Getah.
Jurnal Teknologi Journal Article Non Citation-Indexed CORRESPONDING AUTHOR |
2001 |
|
Penentuan Saiz Dan Bilangan Nod Tersembunyi Rangkaian Neural Bagi Peramalan
Jurnal Teknologi Maklumat, UTM, Journal Article Non Citation-Indexed CORRESPONDING AUTHOR |
1999 |
|
-
Bahasa Himpunan 8086/8088/80286 Book (Text) CORRESPONDING AUTHOR |
1999 |
|
Rangkaian Neural : Anjakan Paradigma Terhadap Siri Masa.
Jurnal Teknologi Maklumat, FSKSM Journal Article Non Citation-Indexed CORRESPONDING AUTHOR |
1998 |
Legend : IP CATEGORY IP LEVEL
Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL
| Supervision List |
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HAMED ADAB REMOTE SENSING BASED THERMOPHYSICAL APPROACH FOR DETECTING FOREST PRE-IGNITION IN IRAN PHD GRADUATED CO-SUPERVISOR 2013 |
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RAZANA BINTI ALWEE SWARM OPTIMIZED SUPPORT VECTOR REGRESSION WITH AUTOREGRESSIVE INTEGRATED MOVING AVERAGE FOR MODELING OF CRIME RATE PHD GRADUATED CO-SUPERVISOR 2014 |
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MOHD SYAHID BIN MOHD ANUAR AN ENHANCED ARTIFICIAL BEE COLONY ALGORITHM FOR OPTIMIZATION PROBLEM PHD GRADUATED CO-SUPERVISOR 2016 |
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ZURIAHATI BINTI MOHD YUNOS NEW SCHEME FOR HYBRID PREDICTIVE MODEL IN MOTOR INSURANCE CLAIMS PHD GRADUATED CO-SUPERVISOR 2016 |
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ASHANIRA BINTI MAT DERIS HYBRID HARMONY SEARCH AND ARTIFICIAL BEE COLONY FOR OPTIMIZATION OF DIE SINKING ELECTRIC DISCHARGE MACHINING PERFORMANCES PHD GRADUATED CO-SUPERVISOR 2018 |
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FADZLIN BINTI MD SAIRAN ESTIMATION AND PREDICTION OF GREENHOUSE GAS EMISSIONS FROM INDIVIDUAL SEPTIC TANK AND IMHOFF TANK PHD GRADUATED CO-SUPERVISOR 2019 |
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KASTURI A/P KANCHYMALAY DEEP LEARNING TIME-SERIES CRUDE PALM OIL PRICE FORECASTING MODEL WITH COMMODITIES, WEATHER AND NEWS SENTIMENTS PHD GRADUATED CO-SUPERVISOR 2020 |
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DHUHA ABDULHADI ABDULJABBAR AL-HAMDAN MULTIOBJECTIVE EVOLUTIONARY ALGORITHM WITH GRAPHLET MEASURE FOR DETECTION OF COMPLEX TOPOLOGICAL AND BIOLOGICAL COMMUNITY STRUCTURE PHD GRADUATED SUPERVISOR 2020 |
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OYEKALE ABEL ALADE HYBRID META-HEURISTIC ALGORITHM BASED PARAMETER OPTIMIZATION FOR EXTREME LEARNING MACHINES CLASSIFICATION PHD GRADUATED SUPERVISOR 2021 |
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MOHAMAD FAIZ BIN DZULKALNINE HYBRID OPTIMIZED IMPUTATION MODEL WITH FUZZY GRAPH BASED FEATURE SELECTION METHOD PHD GRADUATED SUPERVISOR 2023 |
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MUHAMMAD NASIRU DANKOLO ADAPTIVE FLOWER POLLINATION ALGORITHM FOR LATENCY-AWARE TASK SCHEDULING IN EDGE-CLOUD CONTINUUM PHD GRADUATED CO-SUPERVISOR 2025 |
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MUHAMAD ASYRAF BIN MOHD POUZI AN ITERATIVE PIXEL BASED DIMENSIONAL VOTING MODEL FOR HIGH SPATIAL RESOLUTION IMAGE CLASSIFICATION PHD ON GOING CO-SUPERVISOR |
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CHEE YEW TUNG THREE DIMENSIONAL SURFACE RECONSTRUCTION PHD ON GOING CO-SUPERVISOR |
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MUHAMMAD BAIHAQI BIN BUKHARI  IMPROVED STRUCTURAL TOPIC MODELLING (STM) WITH ARTIFICIAL NEURAL NETWORK (ANN) FOR SOLVING MULTI COLLINEARITY ISSUE ON SOCIAL MEDIA DATA  PHD ON GOING CO-SUPERVISOR |
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ASHANIRA BINTI MAT DERIS HYBRID HARMONY SEARCH AND ARTIFICIAL BEE COLONY FOR OPTIMIZATION OF DIE SINKING ELECTRIC DISCHARGE MACHINING PERFORMANCES     MASTER GRADUATED CO-SUPERVISOR 2013 |
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NUR AINUN BINTI SENAWI MASTER FAIL AND DISMISSAL SUPERVISOR |
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SHARIFAH HAFIZAH BT SY AHMAD UBAIDILLAH GREY RELATIONAL ANALYSIS FEATURE SELECTION FOR CANCER CLASSIFICATION USING SUPPORT VECTOR MAGHINE MASTER GRADUATED SUPERVISOR 2014 |
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SISKA KURNIA GUSTI MASTER GRADUATED SUPERVISOR 2015 |
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TAY TZE LOONG MASTER GRADUATED SUPERVISOR 2017 |
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MOHAMAD FAIZ BIN DZULKALNINE AN IMPROVED HYBRID IMPUTATION MODEL WITH OPTIMIZED PARAMETERS AND FUZZY FEATURE SELECTION   MASTER GRADUATED SUPERVISOR 2017 |
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NORAMALINA BINTI MOHD HATTA AN IMPROVED GREY WOLF OPTIMISER SINE COSINE ALGORITHM FOR MINIMISATION OF INJECTION MOULDING SHRINKAGE MASTER GRADUATED CO-SUPERVISOR 2019 |
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EMMANUEL PHILIBUS A HYBRID GLOBAL SOLAR RADIATION FORECASTING MODEL USING DEEP LEARNING METHODS MASTER GRADUATED SUPERVISOR 2020 |
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NUR AINI BINTI ZAKARIA HYBRID WHALE OPTIMISATION ALGORITHM AND PATTERN SEARCH TECHNIQUE FOR OPTIMISING INJECTION MOULDING PROCESS PARAMETERS MASTER GRADUATED CO-SUPERVISOR 2020 |
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TENGKU MAZLIN BINTI TENGKU AB HAMID ENSEMBLE FILTERS WITH HARMONIZE ALGORITHM FOR OPTIMAL SOLUTIONS IN MEDICAL DATASETS MASTER GRADUATED SUPERVISOR 2020 |
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INTAN SURAYA BINTI MOHAMAD SOFIAN MASTER GRADUATED SUPERVISOR 2022 |