GRANT(PI & MEMBERS)
26
PUBLICATIONS
24
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
6
TOTAL
Supervisions
MASTER
36
PHD
13
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 |
|---|---|
|
CYBERSECURITY MALAYSIA : TECHNOLOGY ROADMAP 2024 - 2030 Policy Paper CO-AUTHOR |
2024 |
|
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 |
|
CURRENT SCENARIO AND GAP ANALYSIS REPORT Clasified/Technical Report CO-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 |
|
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 |
|
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 |
|
An Improved Object Detection Model Based On Optimised Cnn
OPEN INTERNATIONAL JOURNAL OF INFORMATICS Journal Article Non Citation-Indexed CORRESPONDING 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 |
|
IOT IN AGRICULTURE - SMART POULTRY FARMING SYSTEM Clasified/Technical Report CO-AUTHOR |
2019 |
|
Sentimen Analysis Towards Hotel Review
OPEN INTERNATIONAL JOURNAL OF INFORMATICS Journal Article Non Citation-Indexed CO-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 |
|
Students' Performance Prediction Model Using Meta-Classifier Approach
COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE Publication In Scopus CORRESPONDING 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 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 |
|---|---|---|---|
| SAFETY ALGORITHM FOR HUMAN-ROBOT INTERACTION IN UNSTRUCTURED DOMESTIC ENVIRONMENTS | NATIONAL | COPYRIGHT | |
| KERIS COMBAT MANAGEMENT SYSTEM | NATIONAL | COPYRIGHT |
Legend : SESSION LEVEL OF STUDY STATUS SUPERVISION LEVEL
| Supervision List |
|---|
|
SUMAIRA GULSHAN EXPLAINABLE ARTIFICIAL INTELLIGENCE (XAI)FOR MEDICAL IMAGE ANALYSIS ON COVID-19 DETECTION USING GRAD CAM++    PHD ON GOING CO-SUPERVISOR |
|
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 |
|
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 ENHANCING ZERO-DAY BOTNET DETECTION USING IMPROVED-NOISE WGAN AND BEHAVIOR-BASED FEATURES PHD ON GOING CO-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 |
|
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 |
|
HANAFI BIN MAJID TPOT-MTR: MULTI TARGET REGRESSION BASED ON GENETIC PROGRAMMING AUTOML SYSTEM PHD ON GOING SUPERVISOR |
|
MUHAMAD NOORAZIZI BIN ABD GHANI ACADEMIC PERFORMANCE THROUGH OUTCOME-BASED EDUCATION USING PREDICTIVE VISUAL ANALYTICS 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 |
|
IBRAHIM BIN MOHD JAMADI PHD ON GOING SUPERVISOR |
|
NUR DALILA BINTI ZAIDI MASTER GRADUATED SUPERVISOR 2017 |
|
ALI ODAY ZUHAIR MASTER GRADUATED SUPERVISOR 2018 |
|
TAN WEI FANG MASTER GRADUATED SUPERVISOR 2018 |
|
MUHAMMAD ZAFEERUDDIN BIN MOHAMED SAKRIYA MASTER GRADUATED SUPERVISOR 2018 |
|
MUHAMMAD LUQMAN BIN MANSOR MASTER GRADUATED SUPERVISOR 2019 |
|
IBRAHIM ZAHIR MASTER GRADUATED SUPERVISOR 2019 |
|
MUHAMMAD NIDZAM BIN MASO'OD MASTER GRADUATED SUPERVISOR 2019 |
|
KAMAL IQLAAS BIN ISMAIL 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 |
|
AHMED SHAKIR ABDULSATTAR MASTER GRADUATED SUPERVISOR 2021 |
|
AKMAL HAYAT BIN JUSOH MASTER GRADUATED SUPERVISOR 2021 |
|
MD KHAIRUZZAMAN MASTER GRADUATED SUPERVISOR 2021 |
|
MOHAMMAD MOKARRAM HOSSAIN MASTER GRADUATED SUPERVISOR 2021 |
|
JYOLSNA THEKKAN OTHAYOTH MASTER GRADUATED SUPERVISOR 2021 |
|
SENTHIL KUMAR JAYAPALAN OPTIMISED CONVOLUTIONAL NEURAL NETWORK ARCHITECTURE WITH YOU ONLY LOOK ONCE MODEL FOR OBJECT DETECTION MASTER GRADUATED SUPERVISOR 2022 |
|
IZARDY BIN AMIRUDDIN MASTER GRADUATED SUPERVISOR 2022 |
|
NUR SABRINA SYAZWANI BINTI MAZLAN 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 |
|
AL MUTASIM HUMOUD SALIM AL MAZIDI MASTER GRADUATED SUPERVISOR 2023 |
|
NOOR ASWAD BIN NAWI MASTER GRADUATED SUPERVISOR 2023 |
|
KHAIRULNAZMI BIN MOHD AZMI MASTER GRADUATED SUPERVISOR 2023 |
|
MOHAMAD IZWAN BIN ROSLAN MASTER GRADUATED SUPERVISOR 2023 |
|
AHMAD FAHMI ADZHA BIN MOHD NASARUDIN MASTER GRADUATED SUPERVISOR 2024 |
|
ALI M. A. DABAN STEELS CLASSIFICATION FROM SPARK TEST USING CONVOLUTIONAL NEURAL NETWORK WITH PRE-TRAINED MODELS MASTER GRADUATED CO-SUPERVISOR 2024 |
|
SAWANEH ADAMA MASTER GRADUATED SUPERVISOR 2024 |
|
NOOR ASHIKIN BINTI ABDULLAH AN OPTIMISED TOPIC SELECTION METHOD BASED ON JENSEN-SHANNON DIVERGENCE IN LATENT DIRICHLET ALLOCATION MASTER GRADUATED CO-SUPERVISOR 2024 |
|
MUHAMMAD SOLIHIN BIN KADIR A HYBRID EVOLUTIONARY NEURAL NETWORK MODEL TO IMPROVE VANISHING GRADIENT PROBLEM OF GRADIENT DESCENT ALGORITHM   MASTER ON GOING SUPERVISOR |