GRANT(PI & MEMBERS)

26

PUBLICATIONS

22

INDEXED PUBLICATION

11

TOTAL STUDENTS

H-INDEXED (SCOPUS)

CITATIONS (SCOPUS)

Grant (PI)

INDUSTRY GRANTS
1
UNIVERSITY FUND
1
TOTAL

Publications

INDEXED PUBLICATION
11
NON-INDEXED PUBLICATION
7
OTHERS PUBLICATION
4
TOTAL

Supervisions

DEGREE
0
MASTER
35
PHD
12
TOTAL

Legend : SPONSOR TYPE OF GRANT

Grant Name Year
Validation of Optimal Path Planning Problems For Automated Vehicles (AV) Safety Tests within The Digital Twins Framework
RUG OF UTM DIGITAL-INFUSED GRANT
2024
Study of Predictive Analytics in Machine Learning-based Model For Railway Wheel Defects
RUG OF UTM UTM Encouragement Research
2023
A Deep Learning-Data Augmentation based model for Offline Signature Verification
RUG OF UTM UTM Encouragement Research
2023
A Framework to Mitigate IoT Vulnerabilities Using Hardening Machine Learning for Smart Home Communication Layer Security
RUG OF UTM UTM Encouragement Research
2022
Enhanced Multi-Factor Authentication Framework in Cloud Computing Environment for Small Medium Enterprise
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2022
Modelling acoustic scattering properties from multispectral backscatter for marine habitat identification and mapping
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2022
A Decomposition Technique for Migrating from Monolithic to Microservices Architecture to Support DevOps
RUG OF UTM UTM Fundamental Research
2022
Image Recognition to Predict Agricultural Crops Disease
G3 GLOBAL BERHAD Contract
2020
Heart Failure Patient Readmission Prediction System using Data Mining Technique in Malaysian Healthcare Environment
RUG OF UTM Tier 2
2019
FORMULATION OF HYBRID SIDE MATCH VECTOR QUANTIZATION-GENETIC ALGORITHM (SMVQ-GA) FOR INCREASING PAYLOAD CAPACITY IN DATA HIDING
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2019
UTM-TDR 8.3 (T2): Metadata for Water and Sediment Based Disaster Risk Reduction
RUG OF UTM UTM Transdiciplinary Research Grant
2018
UTM-TDR 8.4 (T1) Multi-Hazard Risk Assessment and DRR Alternative Strategies Based on Machine Learning Techniques for Water- and Sediment-based Disaster
UNIVERSITI TEKNOLOGI MALAYSIA UTM Transdiciplinary Research Grant
2018
UTM-TDR28.3(T2): MODELING AND OPTIMIZATION OF MAGNETORHEOLOGICAL ELASTOMER RHEOLOGICAL BEHAVIOR VIA MACHINE-LEARNING APPROACH
RUG OF UTM UTM Transdiciplinary Research Grant
2018
Analysis of Driver Behavior Based on IOT Data and Machine Learning
RUG OF UTM Tier 2
2018
DEFENCE MECHANISM RELIABLE LOW AREA DEFENSE MECHANISM AGAINST MACHINE LEARNING MODELING ATTACKS ON PHYSICAL UNCLONABLE FUNCTION FOR IOT AUTHENTICATION
RUG OF UTM Tier 1
2018
IOT AGRICULTURE : SMART POULTRY FARMING SYSTEM
LEMBAGA KEMAJUAN TERENGGANU TENGAH Business Entity
2017
Malaysian Public Sector Master Data Management (MDM) Quality Assessment Model for a Centralized Data Exchange (CDX) Platform
MINISTRY OF EDUCATION Fundamental Research Grant Scheme
2016
A Study on Malware Analytics
CYBERSECURITY MALAYSIA AN AGENCY UNDER MOSTI Non Goverment Agency
2016
Development of Integrated Cyber Evidence (ICE) Framework
CYBERSECURITY MALAYSIA AN AGENCY UNDER MOSTI Non Goverment Agency
2016
A Study on Malware Detection Techniques
CYBERSECURITY MALAYSIA AN AGENCY UNDER MOSTI Non Goverment Agency
2016

Legend : PUBLICATION CATEGORY TYPE OF AUTHORS

Publication Name Year
Machine Learning Modelling For Imbalanced Dataset: Case Study Of Adolescent Obesity In Malaysia
JOURNAL OF ADVANCED RESEARCH IN APPLIED SCIENCES AND ENGINEERING TECHNOLOGY
Publication In Scopus UTM FIRST AUTHOR
2024
A Proposed Multifactor Authentication Framework For Sme In Cloud Computing Environment
2023 IEEE 13TH INTERNATIONAL CONFERENCE ON SYSTEM ENGINEERING AND TECHNOLOGY (ICSET)
Publication In Scopus CO-AUTHOR
2023
Tpot-Mtr: A Multiple Target Regression Based On Genetic Algorithm Of Automated Machine Learning Systems
JOURNAL OF ADVANCED RESEARCH IN APPLIED SCIENCES AND ENGINEERING TECHNOLOGY
Publication In Scopus UTM FIRST AUTHOR
2023
Automated Selection Of Optimal Number Of Topics In Latent Dirichlet Allocation Using Jensen Shannon Divergence For Text Classification
THE 2ND INTERNATIONAL CONFERENCE ON MARITIME IT CONVERGENCE
Conference Paper CO-AUTHOR
2023
Ferrous Metal Classifications Based On Sparks Pattern Using Cnn Pretrained Models
2023 IEEE SYMPOSIUM ON COMPUTERS AND INFORMATICS, ISCI 2023
Publication In Scopus CO-AUTHOR
2023
An Improved Object Detection Model Based On Optimised Cnn
OPEN INTERNATIONAL JOURNAL OF INFORMATICS
Journal Article Non Citation-Indexed CORRESPONDING AUTHOR
2022
Botnet Detection Using Independent Component Analysis
IIUM ENGINEERING JOURNAL
Publication In Scopus CO-AUTHOR
2022
Transfer Learning Based Performance Comparison Of The Pre-Trained Deep Neural Networks
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS
Publication In Web Of Science UTM FIRST AUTHOR
2022
A Comparative Study On Plant Disease Detection Using Machine Learning Algorithm
OPEN INTERNATIONAL JOURNAL OF INFORMATICS (OIJI)
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2022
Modern Web Automation With Cypress.Io
OPEN INTERNATIONAL JOURNAL OF INFORMATICS (OIJI)
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2022
A Review Of Agriculture Crop Diseases Detection Using Deep Learning
OPEN INTERNATIONAL JOURNAL OF INFORMATICS
Journal Article Non Citation-Indexed UTM FIRST AUTHOR
2022
2nd International Professional Doctorate And Postgraduate Symposium 2021 (Ipdocs’21)
2ND INTERNATIONAL PROFESSIONAL DOCTORATE AND POSTGRADUATE SYMPOSIUM 2021 (IPDOCS’21)
Proceedings EDITOR
2021
Multilayer Framework For Botnet Detection Using Machine Learning Algorithms
IEEE ACCESS
Publication In Web Of Science CO-AUTHOR
2021
Students' Performance Prediction Model Using Meta-Classifier Approach
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE
Publication In Scopus CORRESPONDING AUTHOR
2019
Malware Forensic Analytics Framework Using Big Data Platform
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Publication In Scopus CO-AUTHOR
2019
Modeling Malware Prediction Using Artificial Neural Network
FRONTIERS IN ARTIFICIAL INTELLIGENCE AND APPLICATIONS
Publication In Scopus CORRESPONDING AUTHOR
2019
Sentimen Analysis Towards Hotel Review
OPEN INTERNATIONAL JOURNAL OF INFORMATICS
Journal Article Non Citation-Indexed CO-AUTHOR
2019
Systematic Review On Ethical Issues In Cloud Computing
OPEN INTERNATIONAL JOURNAL OF INFORMATICS (OIJI)
Journal Article Non Citation-Indexed CO-AUTHOR
2019

IOT IN AGRICULTURE - SMART POULTRY FARMING SYSTEM
Clasified/Technical Report CO-AUTHOR
2019
Iot Security Risk Management Model In Healthcare
4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY & SOCIETY (IC-ITS) 2018
Proceedings CO-AUTHOR
2018
Malware Prediction Techniques: Selection And Implementation For Integrated Cyber Evidence
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY
Publication In Web Of Science CO-AUTHOR
2018
Location-Based Services: A Study On Applications And Services
OPEN INTERNATIONAL JOURNAL OF INFORMATICS (OIJI)
Journal Article Non Citation-Indexed CO-AUTHOR
2017

Legend : IP CATEGORY IP LEVEL

Intellectual Property Name Grant Register No. IP Level IP Category
KERIS COMBAT MANAGEMENT SYSTEM NATIONAL COPYRIGHT

Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL

Supervision List
NAZRI BIN AHMAD ZAMANI
THE GENERATION OF NEW MALWARE STRAINS AND THE CLASSIFICATION VIA DEEP LEARNING IN SOLVING DATA IMBALANCE IN MALWARE DATASETS  
PHD ON GOING CO-SUPERVISOR
HANAFI BIN MAJID
TPOT-MTR: MULTI TARGET REGRESSION BASED ON GENETIC PROGRAMMING AUTOML SYSTEM
PHD ON GOING SUPERVISOR
LI QI
A GENETIC BASED HYBRID DEEP LEARNING NETWORK WITH MULTI-SOURCE INFORMATION FUSION FOR STOCK PREDICTION AND OPTIMIZATION  
PHD ON GOING CO-SUPERVISOR
SUMAIRA GULSHAN
EXPLAINABLE ARTIFICIAL INTELLIGENCE (XAI)FOR MEDICAL IMAGE ANALYSIS ON COVID-19 DETECTION USING GRAD CAM++   
PHD ON GOING CO-SUPERVISOR
K ASEIL N K
AT THIS STAGE, GENDER DETECTION AND CLASSIFICATION WERE CARRIED OUT, AND THE CURRENT STUDY USED THE YOLO ALGORITHM MODEL TO EVALUATE THE EFFECTIVENESS OF DEEP LEARNING-BASED FACE DETECTION AND GENDER RECOGNITION. TO IDENTIFY AND CLASSIFY GENDER IN PHOTOS OR VIDEOS. A LARGE DATASET OF IMAGES WAS USED TO TRAIN YOLO ALGORITHM MODELS FOR GENDER CLASSIFICATION.   DATA WERE COLLECTED FROM UNIVERSITY STUDENTS, AND 361 IMAGES CONTAINING MALE AND FEMALE SUBJECTS WERE TESTED. USING THE YOLO DEEP LEARNING ALGORITHM, THE MODELS WERE THEN COMPARED BETWEEN DIFFERENT YOLO VERSIONS SUCH AS YOLOV9, YOLOV8, YOLOV7, YOLOV5, YOLOV4, AND YOLOV3.
PHD ON GOING SUPERVISOR
AFIET RAAD HMMOOD AFIET
A YOLO-BASED DEEP LEARNING MODEL FOR PEDESTRIAN DETECTION AND BEHAVIORAL ATTRIBUTES RECOGNITION IN VEHICLE-TO-EVERYTHING NETWORKS  
PHD ON GOING SUPERVISOR
MUHAMAD NOORAZIZI BIN ABD GHANI
ACADEMIC PERFORMANCE THROUGH OUTCOME-BASED EDUCATION USING PREDICTIVE VISUAL ANALYTICS
PHD ON GOING CO-SUPERVISOR
SURENDRAN A/L S SELVARAJU
FEATURE EXTRACTION AND FEATURE SELECTION SCHEME FOR CODE MIXING MALAY ONLINE TEXT SENTIMENT ANALYSIS
PHD ON GOING CO-SUPERVISOR
KHAN SEHAR GUL
DATA AUGMENTATION USING HYBRID SAMPLING TECHNIQUE FOR IMBALANCED DATASET
PHD ON GOING SUPERVISOR
WAN NUR HIDAYAH BINTI IBRAHIM
ZERO-DAY BOTNET DETECTION: A MULTILAYER FRAMEWORK WITH IMPROVED WASSERSTEIN GENERATIVE ADVERSARIAL NETWORK.
PHD ON GOING CO-SUPERVISOR
NUR DALILA BINTI ZAIDI

MASTER GRADUATED SUPERVISOR 2017
ALI ODAY ZUHAIR

MASTER GRADUATED SUPERVISOR 2018
MUHAMMAD ZAFEERUDDIN BIN MOHAMED SAKRIYA

MASTER GRADUATED SUPERVISOR 2018
TAN WEI FANG

MASTER GRADUATED SUPERVISOR 2018
KAMAL IQLAAS BIN ISMAIL

MASTER GRADUATED SUPERVISOR 2019
MUHAMMAD NIDZAM BIN MASO'OD

MASTER GRADUATED SUPERVISOR 2019
MUHAMMAD LUQMAN BIN MANSOR

MASTER GRADUATED SUPERVISOR 2019
IBRAHIM ZAHIR

MASTER GRADUATED SUPERVISOR 2019
AHMAD AZROL SHAH BIN AHMAD AZMAN

MASTER GRADUATED SUPERVISOR 2020
MOHAMMAD ZAHIR ZOHAIR

MASTER GRADUATED SUPERVISOR 2020
AHMAD NAIM IRFAN BIN ASWAMI FADILLAH
AN ADVANCED PERSISTENT THREAT MALWARE ANALYSIS APPROACH TO IDENTIFY THREAT ACTOR CORRELATION USING SIMILARITY COMPARISON TECHNIQUES
MASTER GRADUATED CO-SUPERVISOR 2020
NAVID HAGHSHENAS

MASTER GRADUATED SUPERVISOR 2021
JYOLSNA THEKKAN OTHAYOTH

MASTER GRADUATED SUPERVISOR 2021
AHMED SHAKIR ABDULSATTAR

MASTER GRADUATED SUPERVISOR 2021
MOHAMMAD MOKARRAM HOSSAIN

MASTER GRADUATED SUPERVISOR 2021
AKMAL HAYAT BIN JUSOH

MASTER GRADUATED SUPERVISOR 2021
MD KHAIRUZZAMAN

MASTER GRADUATED SUPERVISOR 2021
NUR SABRINA SYAZWANI BINTI MAZLAN

MASTER GRADUATED SUPERVISOR 2022
IZARDY BIN AMIRUDDIN

MASTER GRADUATED SUPERVISOR 2022
SENTHIL KUMAR JAYAPALAN
OPTIMISED CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE WITH YOU ONLY LOOK ONCE MODEL FOR OBJECT DETECTION
MASTER GRADUATED SUPERVISOR 2022
ZAHID HOSSEN

MASTER GRADUATED SUPERVISOR 2022
MOHD FARID BIN MOHD FADZIL

MASTER GRADUATED SUPERVISOR 2022
NUR LIANA BINTI AB MAJID

MASTER GRADUATED SUPERVISOR 2023
MUHAMMAD SYAZRUL FAIQ BIN ZAINUDIN

MASTER GRADUATED SUPERVISOR 2023
SADIQ ABUBAKAR ZAGGA

MASTER GRADUATED SUPERVISOR 2023
MOHAMAD IZWAN BIN ROSLAN

MASTER GRADUATED SUPERVISOR 2023
KHAIRULNAZMI BIN MOHD AZMI

MASTER GRADUATED SUPERVISOR 2023
NOOR ASWAD BIN NAWI

MASTER GRADUATED SUPERVISOR 2023
AL MUTASIM HUMOUD SALIM AL MAZIDI

MASTER GRADUATED SUPERVISOR 2023
AHMAD FAHMI ADZHA BIN MOHD NASARUDIN

MASTER ON GOING SUPERVISOR
MUHAMMAD SOLIHIN BIN KADIR
A HYBRID EVOLUTIONARY NEURAL NETWORK MODEL TO IMPROVE VANISHING GRADIENT PROBLEM OF GRADIENT DESCENT ALGORITHM  
MASTER ON GOING SUPERVISOR
NOOR ASHIKIN BINTI ABDULLAH
TOPIC SELECTION METHOD BASED ON JENSEN-SHANNON DIVERGENCE IN LATENT DIRICHLET ALLOCATION FOR TEXT CLASSIFICATION
MASTER ON GOING CO-SUPERVISOR
ALI M. A. DABAN
CLASSIFICATION OF METAL TYPES FROM SPARKS USING CONVOLUTIONAL NEURAL NETWORK DEEP LEARNING MODELS  
MASTER ON GOING CO-SUPERVISOR