GRANT(PI & MEMBERS)
42
PUBLICATIONS
43
INDEXED PUBLICATION
31
TOTAL STUDENTS
H-INDEXED (SCOPUS)
CITATIONS (SCOPUS)
Grant (PI)
Publications
Supervisions
Legend : SPONSOR TYPE OF GRANT
Grant Name | Year |
---|---|
SWK 6.1 : The Socio-economic Impacts of Ecotourism for Wildlife Conservation and Sustainable Livelihood Jabatan Tanah dan Survei Sarawak Government Agency Grant |
2024 |
SWK 6.2 : Database development on Socio-economic management for wildlife tourism and conservation Jabatan Tanah dan Survei Sarawak Government Agency Grant |
2024 |
Digitalization of teaching materials from PC to Electronic Braille Embosser RUG OF UTM DIGITAL-INFUSED GRANT |
2024 |
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
Intellectual Property Name | Grant Register No. | IP Level | IP Category |
---|---|---|---|
NTH DIMENSIONAL OCTAGONAL LATTICE STRUCTURE FOR SELF ORGANIZING MAP | LY2017005940 | NATIONAL | COPYRIGHT |
RESOURCE OPTIMIZATION AND SIMULATION MODEL FOR ZONE OUTFITTING IN SHIPBUILDING. | NATIONAL | COPYRIGHT | |
BINATANG-GO/ VIRTUAL HUNTING : THE TOURIST ATTRACTION FRAMEWORK | NATIONAL | COPYRIGHT |
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 |
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 |
SITI NURULASILAH BT SUHAIMI OPTIMIZING PIGMENT PRODUCTION FROM AGRICULTURAL WASTE USING METAHEURISTIC-BASED ALGORITHMS PHD GRADUATED 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 |
ABDELRAHMAN ABDELGADER ALTIGANI ABDELGADER MULTI-SHAPE SYMMETRIC ENCRYPTION MECHANISM FOR NON-GENERIC ATTACKS MITIGATION 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 |
AHMED KAMAL ALDIN SAHL MOHAMMED ALMARDI PHD ON GOING SUPERVISOR |
SALISU MUSA BORODO SELECT FROM MODEL FEATURE SELECTION WITH OVERSAMPLING FOR IMBALANCE BIG DATA AND OVERLAPPING CLASSIFICATION PHD ON GOING CO-SUPERVISOR |
HATEM S Y NABUS RESAMPLING APPROACHES TO ADDRESS IMBALANCED DATA CLASSIFICATION BASED ON DIFFICULT AND INFORMATIVE SAMPLES TO LEARN     PHD ON GOING CO-SUPERVISOR |
AMANTAY BILASH MASTER GRADUATED CO-SUPERVISOR 2015 |
EBRAHIM KHAJEH HARMONY SEARCH ALGORITHM FOR EDGE DETECTION MASTER GRADUATED CO-SUPERVISOR 2015 |
AFOLABI, LATEEFAT TEMITOPE MASTER GRADUATED CO-SUPERVISOR 2015 |
ISMAIL BABAJIDE MUSTAPHA MINORITY ROBUST OPTIMIZATION FOR DEEP IMBALANCED LEARNING OF TABULAR DATA 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 |