GRANT(PI & MEMBERS)

38

PUBLICATIONS

43

INDEXED PUBLICATION

31

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

NATIONAL GRANTS
1
UNIVERSITY FUND
6
TOTAL

Publications

INDEXED PUBLICATION
31
NON-INDEXED PUBLICATION
1
OTHERS PUBLICATION
11
TOTAL

Supervisions

DEGREE
0
MASTER
7
PHD
16
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
LEARNING FROM IMBALANCE DATA USING TWO-PHASE DEEP NEURAL NETWORKS WITH ROBUST OPTIMIZATION
UNIVERSITI TEKNOLOGI MALAYSIA Junior Visiting Researcher
2024
Novel framework development for crowdsourcing mobile-based biodiversity data inventory of Johor Protected Areas
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2023
Algorithm Modelling of Crack Damage and Severity Detection using Deep Learning Technique
RUG OF UTM UTM Fundamental Research
2022
Development of Sustainable Wildlife Tourism Program in Malaysian National Parks
TOKYO METROPOLITAN UNIVERSITY International Grant
2021
TEKNOLOGI PENYIMPANAN AWAN KOMUNITI UNTUK BAHAGIAN TEKNOLOGI PENDIDIKAN NEGERI JOHOR
RUG OF UTM UTM Encouragement Research
2019
HIR 4.1 : SCALABLE ANALYTICS ALGORITHM FOR DIGITAL INTELLIGENCE ENVIRONMENT
RUG OF UTM High Impact Research Grant
2018
QR BIG DATA CODE ON THE CLOUD
RUG OF UTM COE Research Grant
2018
A New AUC based Learning with Hybrid Fuzzy Classifier for Class Imbalance Problem
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2017
GPUMLiB: Big Data Streaming for Visualization Analytics
RUG OF UTM Tier 1
2017
KINSHIP VERIFICATION USING NEW DEEP CNN FEATURES
RUG OF UTM Tier 1
2017
Pilot Deployment of Intelligent Mobile Web Pre-fetching for Community Cloud Computing
MINISTRY OF EDUCATION Prototype Development Research Grant Scheme
2016
FACIAL BASED BIOMETRIC SECURITY FOR ONLINE E-TICKETING
RUG OF UTM Tier 2
2016
AIRPORT DELAY FORECAST MODEL
JEPPESEN GMBH,GERMANY Contract
2016
CLASS IMBALANCE LEARNING IN CUSTOMER BEHAVIOUR PREDICTIVE ANALYTICS FOR TOURISM
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
Massive Parallelism of Harmony Memory in N-dimensional Space
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
P SYSTEM FOR BREATDH FIRST SEARCHING IN SHORTEST PATH ALGORITHMS
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2015
MULTIMODAL BIOMETRIC IDENTIFICATION SYSTEM PROTOTYPE FOR PERSONAL IDENTIFICATION
MINISTRY OF EDUCATION Prototype Development Research Grant Scheme
2015
BIG DATA FRAMEWORK AND ANALYTICS FOR PALM OIL MILL EFFLUENT(POME)
RUG OF UTM Flagship
2015
OCTAGONAL-BASED SELF ORGANIZING MAP LATTICE STRUCTURE FOR BIG DATA CLASSIFICATION PROBLEM
RUG OF UTM Potential Academic Staff
2014
MACHINE LEARNING PREDICTIVE ENGINE FOR BIG DATA PROBLEMS
RUG OF UTM Flagship
2014
Multi Strategy Self Organizing Learning
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2014
Predictive Analytics Framework for E-Learning Big Data Computing
RUG OF UTM Flagship-Research Group
2014

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Adaptive Generation-Based Approaches Of Oversampling Using Different Sets Of Base And Nearest Neighbor’S Instances
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS
Publication In Web Of Science CO-AUTHOR
2022
A Hybrid Deep Learning Architecture For Opinion-Oriented Multi-Document Summarization Based On Multi-Feature Fusion
KNOWLEDGE-BASED SYSTEMS
Publication In Web Of Science UTM FIRST AUTHOR
2021
Stress Detection Using Machine Learning And Deep Learning
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus UTM FIRST AUTHOR
2021
Deep Layer Cnn Architecture For Breast Cancer Histopathology Image Detection
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Scopus CO-AUTHOR
2020
Exploring Permissions In Android Applications Using Ensemble-Based Extra Tree Feature Selection
INDONESIAN JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCE
Publication In Scopus CO-AUTHOR
2020
Convolutional Neural Network Long Short-Term Memory (Cnn + Lstm) For Histopathology Cancer Image Classification
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Scopus UTM FIRST AUTHOR
2020
Comparison Of Global And Local Features For Authord Identification By Using Geometrical And Zoning Methods
JOURNAL OF PHYSICS: CONFERENCE SERIES
Publication In Scopus UTM FIRST AUTHOR
2020
Feature Selection For Malicious Android Applications Using Symmetrical Uncert Attribute Eval Method
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus CO-AUTHOR
2020
The Need For Polymorphic Encryption Algorithms: A Review Paper
JOURNAL OF THEORETICAL AND APPLIED INFORMTION TECHNOLOGY
Publication In Scopus UTM FIRST AUTHOR
2020
A Preliminary Study On Learning Challenges In Machine Learning-Based Flight Delay Prediction
INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2019
Feature Selection For Malicious Android Application Using Symmetricaluncertattributeeval Method
SUSTAINABLE AND INTEGRATED ENGINEERING INTERNATIONAL CONFERENCE 2019
Conference Paper CO-AUTHOR
2019

MOBILE ANALYTICS DATABASE SUMMARIZATION FOR MALAYSIA AIR POLLUTANT INDEX DATA
Clasified/Technical Report CO-AUTHOR
2019
Deep Learning-Based Sentiment Classification Of Evaluative Text Based On Multi-Feature Fusion
INFORMATION PROCESSING & MANAGEMENT
Publication In Web Of Science UTM FIRST AUTHOR
2019
A New Framework For Dynamical Resources Planning System In Shipbuilding Industry
INT. J. ADVANCE SOFT COMPU. APPL (IJASCA)
Publication In Scopus UTM FIRST AUTHOR
2019
Deep Learning Layer Convolutional Neural Network (Cnn) Scheme For Cancer Image
IOP CONFERENCE SERIES: MATERIALS SCIENCE AND ENGINEERING
Publication In Scopus UTM FIRST AUTHOR
2019
An Overview Of Uni- And Multi-Biometric Identification Of Identical Twins
IEIE TRANSACTIONS ON SMART PROCESSING AND COMPUTING
Publication In Scopus CO-AUTHOR
2019
Deep Learning For Image Processing In Weka Environment
INTERNATIONAL JOURNAL ADVANCE SOFT COMPUTING AND ITS APPLICATION
Publication In Scopus CO-AUTHOR
2019
A Multi-Shape Hybrid Symmetric Encryption Algorithm To Thwart Attacks Based On The Knowledge Of The Used Cryptographic Suite
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS
Publication In Web Of Science UTM FIRST AUTHOR
2019
Automatic Sentiment-Oriented Summarization Of Multi-Documents Using Soft Computing
SOFT COMPUTING
Publication In Web Of Science CO-AUTHOR
2019
Multi-Strategy Learning And Deep Harmony Memory Improvisation For Self-Organizing Neurons
SOFT COMPUTING
Publication In Web Of Science CORRESPONDING AUTHOR
2019
Multi-Parameters Optimization From Agricultural Waste Using Genetic Algorithm
ADVANCED SCIENCE LETTERS
Publication In Web Of Science CO-AUTHOR
2018
Gpu-Based Capso With N-Dimension Particles
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING BOOK SERIES
Publication In Scopus CORRESPONDING AUTHOR
2018
Statistical And Nature-Inspired Metaheuristics Analysis On Flexirubin Production
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CORRESPONDING AUTHOR
2018
Machine Learning-Based Multi-Documents Sentiment-Oriented Summarization Using Linguistic Treatment
EXPERT SYSTEMS WITH APPLICATIONS
Publication In Web Of Science CO-AUTHOR
2018
Convolution Neural Network For Detecting Histopathological Cancer Detection
ADVANCED SCIENCE LETTERS
Publication In Web Of Science CO-AUTHOR
2018
Key-Dependent Advanced Encryption Standard
2018 INTERNATIONAL CONFERENCE ON COMPUTER, CONTROL, ELECTRICAL, AND ELECTRONICS ENGINEERING (ICCCEEE)
Proceedings UTM FIRST AUTHOR
2018
Automatic 2d Image Segmentation Using Tissue-Like P System
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CO-AUTHOR
2018
Spark Machine Learning For Decision Tree Classification
UTM COMPUTING PROCEEDING: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings UTM FIRST AUTHOR
2017
Web Engine Integration For Self-Organizing Map Learning
UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings UTM FIRST AUTHOR
2017
Mining Of E-Learning Behavior Using Som Clustering
6TH INTERNATIONAL STUDENT PROJECT CONFERENCE (ICT-ISPC), 2017
Conference Paper CO-AUTHOR
2017
Multi-Back Propagation (Mbp) Algorithm For Big Data Application
UTM COMPUTING PROCEEDINGS: INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings UTM FIRST AUTHOR
2017
Massive Learning Algorithm In Surface Reconstruction
UTM COMPUTING PROCEEDING : INNOVATIONS IN COMPUTING TECHNOLOGY AND APPLICATIONS
Proceedings UTM FIRST AUTHOR
2017
A Review Of Kdd-Data Mining Framework And Its Application In Logistics And Transportation
INTERNATIONAL JOURNAL OF SUPPLY CHAIN MANAGEMENT
Publication In Scopus CO-AUTHOR
2016
Gpu-Based Multiple Back Propagation For Big Data Problems
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATIONS
Publication In Scopus CO-AUTHOR
2016
A Differential-Based Harmony Search Algorithm For The Optimization Of Continuous Problems
EXPERT SYSTEMS WITH APPLICATIONS
Publication In Web Of Science CO-AUTHOR
2016
Tissue-Like P System For Segmentation Of 2d Hexagonal Images
ARO-THE SCIENTIFIC JOURNAL OF KOYA UNIVERSITY
Publication In Web Of Science CO-AUTHOR
2016
Student Behavior Analysis Using Self-Organizing Map Clustering Technique
ARPN JOURNAL OF ENGINEERING AND APPLIED SCIENCES
Publication In Scopus CO-AUTHOR
2015
Memetic Binary Particle Swarm Optimization For Discrete Optimization Problems
INFORMATION SCIENCES
Publication In Web Of Science CO-AUTHOR
2015
Octasom- An Octagonal Based Som Lattice Structure For Biomedical Problems
INTERNATIONAL CONFERENCE ON COMPUTING AND INFORMATICS(ICOCI 2015)
Publication In Web Of Science CORRESPONDING AUTHOR
2015
Wireless Monitoring For Big Data Centre Server Room And Equipments
2015 INTERNATIONAL CONFERENCEON SCIENCE IN INFORMATION TECHNOLOGY
Proceedings CO-AUTHOR
2015
Data Science Vs Big Data @ Utm Big Data Centre
2015 INTERNATIONAL CONFERENCE ON SCIENCE IN INFORMATION TECHNOLOGY
Proceedings CO-AUTHOR
2015
Machine Learning Big Data Framework And Analytics For Big Data Problems
INTERNATIONAL JOURNAL OF ADVANCES IN SOFT COMPUTING AND ITS APPLICATION
Publication In Scopus CORRESPONDING AUTHOR
2014
Soft Computing Methods For Big Data Problem
GPU COMPUTING AND APPLICATION
Book Chapter UTM FIRST AUTHOR
2014

Legend : IP CATEGORY IP LEVEL

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
RAFAA ISMAEL YAHYA
TISSUE-LIKE P SYSTEM FOR REGION-BASED AND EDGE-BASED IMAGE SEGMENTATIONS
PHD GRADUATED CO-SUPERVISOR 2016
MAHMOUD AHMAD SALEM AL-KHASAWNEH
ENHANCED IMAGE ENCRYPTION SCHEME WITH NEW MAPREDUCE APPROACH FOR BIG SIZE IMAGES
PHD GRADUATED SUPERVISOR 2018
BAYAN OMAR MOHAMMED
MULTIMODAL BIOMETRICS SCHEME BASED ON DISCRETIZED EIGEN FEATURE FUSION FOR IDENTICAL TWINS IDENTIFICATION
PHD GRADUATED CO-SUPERVISOR 2019
WAMDA ABDELRAHMAN ELHAG NAGMELDIN
ENHANCED FULLY HOMOMORPHIC ENCRYPTION SCHEME USING MODIFIED KEY GENERATION FOR CLOUD ENVIRONMENT
PHD GRADUATED CO-SUPERVISOR 2019
SITI NURULASILAH BT SUHAIMI
OPTIMIZING PIGMENT PRODUCTION FROM AGRICULTURAL WASTE USING METAHEURISTIC-BASED ALGORITHMS
PHD GRADUATED SUPERVISOR 2022
ABDELRAHMAN ABDELGADER ALTIGANI ABDELGADER
MULTI-SHAPE SYMMETRIC ENCRYPTION MECHANISM FOR NON-GENERIC ATTACKS MITIGATION
PHD GRADUATED SUPERVISOR 2022
HOWIDA ABUBAKER ABDULLA AL-KAAF
INTEGRATED INFORMATION GAIN WITH EXTRA TREE ALGORITHM FOR FEATURE PERMISSION ANALYSIS IN ANDROID MALWARE CLASSIFICATION
PHD GRADUATED CO-SUPERVISOR 2022
MASJURAIZI BIN CHE SOH
ENCHANCEMENT OF RESOURCES PLANNING AND SCEDULING FRAMEWORK BASED ON ZONING FOR OUTFITTING PROCESS IN SHIPBUILDING
PHD GRADUATED SUPERVISOR 2022
ISMAIL BABAJIDE MUSTAPHA
MINORITY ROBUST OPTIMIZATION FOR LEARNING IN DEEP NEURAL NETWORKS FOR IMBALANCED LEARNING OF TABULAR DATA
PHD GRADUATED SUPERVISOR 2023
ZANARIAH BINTI ZAINUDIN
ENHANCED CONVOLUTIONAL NEURAL NETWORK MODEL WITH BAYESIAN HYPERPARAMETER OPTIMIZATION FOR HISTOPATHOLOGY IMAGE CLASSIFICATION
PHD GRADUATED SUPERVISOR 2023
HATEM S Y NABUS
RESAMPLING APPROACHES TO ADDRESS IMBALANCED DATA CLASSIFICATION BASED ON DIFFICULT AND INFORMATIVE SAMPLES TO LEARN    
PHD ON GOING CO-SUPERVISOR
SALISU MUSA BORODO
SELECT FROM MODEL FEATURE SELECTION WITH OVERSAMPLING FOR IMBALANCE BIG DATA AND OVERLAPPING CLASSIFICATION
PHD ON GOING CO-SUPERVISOR
AHMED KAMAL ALDIN SAHL MOHAMMED ALMARDI

PHD ON GOING SUPERVISOR
AMANTAY BILASH

MASTER GRADUATED CO-SUPERVISOR 2015
EBRAHIM KHAJEH
HARMONY SEARCH ALGORITHM FOR EDGE DETECTION
MASTER GRADUATED CO-SUPERVISOR 2015
ISMAIL BABAJIDE MUSTAPHA
MINORITY ROBUST OPTIMIZATION FOR DEEP IMBALANCED LEARNING OF TABULAR DATA
MASTER GRADUATED CO-SUPERVISOR 2015
AFOLABI, LATEEFAT TEMITOPE

MASTER GRADUATED CO-SUPERVISOR 2015
UMI FARHANA BINTI ALIAS
STUDENT BROWSING BEHAVIOUR ANALYSIS SCHEME WITH PRINCIPAL COMPONENT ANALYSIS AND SELF-ORGANIZING MAP
MASTER GRADUATED CO-SUPERVISOR 2017
SITI ZUHRA BINTI ABU BAKAR

MASTER GRADUATED CO-SUPERVISOR 2017
VINITHA A/P RAVICHANDRAN

MASTER GRADUATED SUPERVISOR 2018