Gambar Staf

ASSOCIATE PROFESSOR DR. MUSTAFA BIN MAN

Faculty of Computer Science & Mathematics
mustafaman@umt.edu.my
https://wise.umt.edu.my/mustafaman

Executive Summary

-

Expertise

ENGINEERING

Computer Engineering
Software for Computer Engineering
Software Tools for Computer Engineering
Publications
Indexed Journal (Scopus & Wos)
Non-Indexed Journal
Books
Chapter In Books
Proceedings

RM6,642,466.34

Approved Grants

15

H-Index (Scopus)

42

Number of Projects

15

Total Postgraduate Students

PUBLICATIONS

Journals

Note: This list is compiled based on data from the last five years.
No. Article Title Year Journals Indexing Authorship
1 Research On Personalized Recommendation Of High-quality Academic Resources Based On User Portrait 2022 International Journal Of Advanced Computer Science And Applications Scopus Co Author
2 Immersive And Non-immersive Simulators For The Education And Training In Maritime Domain—a Review 2023 Journal Of Marine Science And Engineering Scopus Co Author
3 Failsafe Algorithm Management In Smart Farming Iot Control Systems 2023 Journal Of Theoretical And Applied Information Technology Scopus Main Author
4 Evaluating The Accuracy Of The Aedestech Mobile App (ata): A Mobile Application For Assessing Population Surveillance Of Aedes To Aid In Combatting Dengue 2025 Serangga Scopus Co Author
5 Generating Alternative Fuel And Bioplastics From Medical Plastic Waste And Waste Frying Oil Using Microwave Co-pyrolysis Combined With Microbial Fermentation 2022 Renewable And Sustainable Energy Reviews Scopus Co Author
6 Research On Students` Course Selection Preference Based On Collaborative Filtering Algorithm 2022 International Journal Of Advanced Computer Science And Applications Scopus Main Author
7 J-selaras: New Algorithm For Automated Data Tools 2022 International Journal Of Advanced Computer Science And Applications WoS Main Author, Corresponding Author
8 Battery Monitoring System With Internal Impedance Reading (bms-iir) Using Iot [¿¿¿¿¿¿¿¿¿¿¿¿¿¿(bms-iir)¿¿¿¿¿¿¿] 2022 Hunan Daxue Xuebao/journal Of Hunan University Natural Sciences Scopus Main Author, Corresponding Author
9 Immersive And Non-immersive Simulators For The Education And Training In Maritime Domain-a Review 2023 Journal Of Marine Science And Engineering WoS Co Author
10 Enhancing Healthcare Predictions With Deep Learning: Insights From Image Datasets 2025 International Journal Of Data Analysis Techniques And Strategies Scopus Co Author
11 Comparative Performance Analysis Of Original Aura And Improved Aura Consensus Algorithms In Chain Hammer Digital Certificate Simulation 2025 International Journal Of Advanced Computer Science And Applications WoS Corresponding Author
12 J-selaras: New Algorithm For Automated Data Integration Tools 2022 International Journal Of Advanced Computer Science And Applications Scopus Main Author
13 An Analytics Framework For Predicting Electric Vehicle Charging Station Demand Using Spatial And Interpretive Methods 2025 Decision Analytics Journal Scopus Co Author
14 Ir-eclat: A New Algorithm For Infrequent Itemset Mining 2022 Journal Of Theoretical And Applied Information Technology Scopus Main Author
15 Deep Learning Based Method For The Activity Of Nobel Coronavirus Disease Prediction From The Medical Radiograph Chest X-ray Images 2023 Journal Of Theoretical And Applied Information Technology Scopus Co Author
16 On The Use Of Multi-criteria Decision Making Model For Selecting The Important Criteria In Meliponiculture 2023 Universal Journal Of Agricultural Research Scopus Co Author
17 A New Modification Cnn Using Vgg19 And Resnet50v2 For Classification Of Covid-19 From X-ray Radiograph Images 2023 Indonesian Journal Of Electrical Engineering And Computer Science Scopus Co Author
18 J-selaras: Development Of Rationalisation Analysis Model 2023 Journal Of Theoretical And Applied Information Technology Scopus Co Author
19 Battery Monitoring System With Internal Impedance Reading (bms-iir) Using Iot 2022 Journal Of Hunan University (natural Sciences??? Google Scholar
20 Sistem Pembayaran Elektronik Tanpa Tunai: Satu Keperluan Di Era Covid-19 Pandemik 2022 Journal Of Mathematical Sciences And Informatics (jmsi) MyCitex Corresponding Author
21 Tackling Counterfeit Certificate Problems With Blockchain Technology: A Review 2024 International Journal Of Advanced Technology And Engineering Exploration Scopus Co Author
22 Implementing Multiple Dynamic Flip Algorithm: Bread On Mobile Case Study 2025 Journal Of Advanced Research Design Scopus Main Author
23 Microwave Co-pyrolysis For Simultaneous Disposal Of Environmentally Hazardous Hospital Plastic Waste, Lignocellulosic, And Triglyceride Biowaste 2022 Journal Of Hazardous Materials Scopus Co Author
24 Enhancing Moon Crescent Visibility Using Contrast-limited Adaptive Histogram Equalization And Bilateral Filtering Techniques 2022 Journal Of Telecommunications And Information Technology Scopus Co Author
25 Machine Learning Algorithms Based On Sampling Techniques For Raisin Grains Classification 2023 International Journal On Informatics Visualization Scopus Co Author
26 Smart Tissue Dispenser 2023 Journal Of Computer Science & Computational Mathematics MyCitex
27 Multi-classifier Models To Improve The Accuracy Of Fish Landing Application 2024 International Journal Of Advanced Technology And Engineering Exploration Scopus Co Author
28 Halal Logistics Business Model Canvas (hlbmc)in Small And Medium Enterprises (smes) -case Study Of Ucs Logistics Sdn.bhd 2025 Journal Of Advanced Research In Business And Management Studies MyCitex Co Author
29 Hybrid Personalized Recommendation Model Focus On Improved Collaborative Filtering 2023 Journal Of Theoretical And Applied Information Technology Scopus Co Author
30 Simulation Of Wireless Estimation Bandwidth For Network Technology 2022 Journal Of Mathematical Sciences And Informatics MyCitex Co Author
31 Immersive And Non-immersive Simulators For The Education And Training In Maritime Domain—a Review 2023 Journal Of Marine Science And Engineering Scopus Co Author
32 Mdfa: A New Mobile Application Development Tools For Drug's Community Awareness 2024 Jurnal Antidadah Malaysia Non-Index Co Author
33 Performance Evaluation Of The Aura Consensus Algorithm For Digital Certificate Processes On The Ethereum Blockchain 2025 International Journal Of Advanced Computer Science And Applications WoS Co Author
34 Evaluating Ctgan-generated Synthetic Data For Heart Disease Prediction: Fidelity, Predictive Utility, And Feature Preservation 2025 International Journal Of Advanced Computer Science And Applications WoS Corresponding Author
35 A Critical Review Of Deep Learning Algorithm In Association Rule Mining 2022 Journal Of Theoretical And Applied Information Technology Scopus Corresponding Author
36 Parallel Approach In R-diffset Algorithm For Infrequent Itemset Mining 2023 Journal Of Theoretical And Applied Information Technology Scopus Co Author
37 A Demystified Overview Of Data Scraping 2024 International Journal Of Data Science And Advanced Analytics Non-Index Corresponding Author
38 Bridging Tradition And Technology: Leveraging Erp Systems For Streamlined Supply Chains And Modernized Keropok Lekor Production Management 2025 International Journal Of Advanced Computer Science And Applications WoS Co Author

Books

No. Book Title Year Publisher Authorship
1 Guide Book For Web Development With Php - Mysql 2022 Penerbit Unisza Co Author
2 Guide Book For Software Developer Web Development Jsp Servlet 2022 Penerbit Unisza Co Author

Chapter In Books

No. Book Title Chapter Title Year Publisher Authorship

Proceeding

No. Article Title Year Proceeding Indexing Authorship
1 Design And Implement Of Rest Api For Data Integration 2022 8th International Conference On Engineering And Emerging Technologies, Iceet 2022 Scopus Co Author
2 Improved Group-based Signaling Scheme For Mobile Nodes In The Internet Of Things Networks 2022 Lecture Notes In Networks And Systems Scopus Co Author
3 Mdfa: A New Multiple Dynamic Flip Algorithm For Mobile-based Apps Development 2022 18th Ieee International Colloquium On Signal Processing And Applications, Cspa 2022 Scopus Main Author
4 A 3-layer Deep Learning Model For Predicting Breast Cancer Disease 2022 2022 Ieee 5th International Conference On Electronics And Communication Engineering, Icece 2022 Scopus Co Author
5 Ir-eclat: A New Algorithm Of Incremental R-eclat For Infrequent Itemset Mining 2023 1st International Postgraduate Conference On Ocean Engineering Technology And Informatics 2021, Ipcoeti 2021 Scopus Main Author
6 Transforming Cost Management In Malaysian Public Construction Through Data-driven Rate Standardisation With J-selaras 2025 Lecture Notes In Networks And Systems Scopus Corresponding Author
7 Infestation To Prevention: Smart Iot Pest Detection 2025 Asean Workshop On Information Science And Technology (awist 2025) none Co Author
8 A Secure Model Based On Symmetric Encryption For Rest Api In Data Integration 2023 27th International Computer Science And Engineering Conference 2023, Icsec 2023 Scopus Co Author
9 Deep Learning Algorithm Vs Xgboost Using Wisconsin Breast Cancer Diagnosis 2022 3rd International Conference On Computer Science And Communication Technology, Iccsct 2022 Scopus Co Author
10 Fi-eclat: An Enhancement Of Incremental Eclat Algorithm 2023 Aip Conference Proceedings Scopus Main Author, Corresponding Author
11 Antimicrobial Properties Of Deep-sea Water And Its Potential As Thickener In The Cosmeceutical Industry 2024 Aip Conference Proceedings Scopus Co Author
12 A Process Of Covid-19 Prediction With The Aid Of Depp Leanring Convolutional Neural Network From Medical X-ray Images 2022 International Competition Paper 2022 none Co Author

RESEARCH GRANTS

Note: This list is compiled based on data from the last five years.
No. Grant Title Role Level Funder Value (RM) Status
1 Development Of Localised Fusion Large And Small Language Models For Automation Of Environmental Grievance Curation In Palm Oil Supplier Sustainability Intelligent Tool (possit) Data Warehouse Co-Researcher National KEMENTERIAN PENDIDIKAN TINGGI (KPT) RM136,828.00 In Progress
2 Improved Multilayer Perceptron-recursive Feature Elimination (mlp-rfe) Model Based On Deep Learning Algorithms In Enhancing Heart Disease Prediction¿¿¿s Accuracy Co-Researcher University UMT RM20,000.00 In Progress
3 Enhancing Deep Web Data Extraction: Towards Semi-structured Data Fusion And Analysis Co-Researcher National KEMENTERIAN PENDIDIKAN TINGGI (KPT) RM30,000.00 In Progress
4 Pembangunan Prototaip Model Sistem Pelarasan Kadar Harga Dalam Talian (j-selaras) Project Leader National JABATAN KERJA RAYA MALAYSIA RM314,521.00 In Progress
5 Integrated Fleet Preventive Maintenance Management System Project Leader National KEMENTERIAN PENDIDIKAN TINGGI (KPT) RM330,500.00 In Progress
6 Prototype Development Of A Sustainable Device For Cockroach Infestation Control In Malaysian Urban Environments Using Internet Of Things (iot) Technology. Co-Researcher University UMT RM20,000.00 In Progress
7 A New Cluster-based Undersampling Technique In Handling Imbalanced Datasets Co-Researcher University UMT RM20,000.00 In Progress
8 Improving Transformation Of Para-relational Data To Support Data Integration Co-Researcher University UMT RM20,000.00 In Progress
9 Improving Transformation Of Para-relational To Support Data Integration Co-Researcher University Universiti Malaysia Terengganu (UMT) RM20,000.00 In Progress
10 Romans: Erp Based Solution For Keropok Lekor Businees Operations Co-Researcher Private Matching Grant RM50,000.00 In Progress
11 Prototype Development Of A Sustainable Device For Cockroach Infestation Control In Malaysia Urban Environment Using Internet Of Things (iot) Technology Co-Researcher University Universiti Malaysia Terengganu (UMT) RM20,000.00 In Progress
12 A New Cluster-based Undersampling Technique In Handling Imbalance Dataset Co-Researcher University Universiti Malaysia Terengganu (UMT) RM20,000.00 In Progress
13 Romans: Erp Based Solution For Keropok Lekor Business Operations Co-Researcher Industry/Private/NGO UMT RM50,000.00 In Progress
14 Kajian Tahap Penerimaan Model Inovasi Sosial Bagi Usahawan Luar Bandar Di Pantai Timur Co-Researcher National KEMENTERIAN EKONOMI RM139,933.50 Completed
15 An Intelligent Tissue Dispenser System Co-Researcher Private SOLUTION X SDN. BHD. RM55,000.00 In Progress
16 Bom-apps: Development Of Bread Ordering And Delivery Services Apps Using Flutter Framework Project Leader Private UMT RM60,000.00 In Progress
17 An Enhancement Of Classification Performance For Marine Fish Landing Dataset Using Multi-classiefier Method Based On Deep Learning Approach Co-Researcher University UMT RM20,000.00 In Progress
18 Study The Effectiveness Of Mouse Stopper For Mouse Control Project Leader Industry Excelsia Electronics Sdn Bhd RM20,000.00 In Progress
19 Enhanced Anaerobic And Aerobic Biogranulation System For Treating Palm Oil Mill Effluent Co-Researcher University UMT RM20,000.00 Completed
20 The Optimization And Simulation Hybrid Modelling For Vessels Allocation At Seaport Terminal Co-Researcher National Kementerian Pendidikan Malaysia (KPM) RM68,000.00 Completed
21 Bom-apps: Development Of Bread Ordering And Delivery Services Apps Using Flutter Framework. Project Leader Industry Universiti Malaysia Terengganu (UMT) RM60,000.00 In Progress
22 The Optimization And Simulation Hybrid Modelling For Vessels Allocation At Seaport Terminal Co-Researcher National Kementerian Pengajian Tinggi (KPT) RM68,000.00 In Progress
23 Novelty Direction For Halal Management System In Cargo Handling Process For The Halal Logistic Service Provide Facing Pendemic Covid-19 Era. A Comparative Study Case In Indonesia And Malaysia Co-Researcher International UMT RM40,000.00 Completed
24 Development Of Halal Logistic Framework For Ucs Logistic Sdn. Bhd. Co-Researcher Private UMT RM40,000.00 Completed
25 The Development Of Industrial Battery Control And Monitoring Management System Using Internet-of-thing (iot) Technology Co-Researcher University UMT RM80,000.00 Completed
26 Transforming Coastal Fisheries Though Model Prototype Design And Development Of An Innovative Fishing Vessel Co-Researcher National Kementerian Sains, Teknologi & Inovasi (MOSTI) RM3,112,101.00 In Progress
27 M-fly Counter: Development Of Auto-counting Mobile Apps For Large Populations Of Housefly For Pest Control And Monitoring Activities Co-Researcher Industry UMT RM40,000.00 In Progress
28 M-fly Counter Co-Researcher Industry Matching Grant RM40,000.00 In Progress
29 Development Of Innovative Microwave Co2 Pyrolysis Technology For Valorization Of Shellfish Waste Co-Researcher International The Education University Of Hong Kong RM63,191.42 Completed
30 A Deep I-eclat Model For Frequent Pattern Mining To Minimize Execution Time And Memory Usage Co-Researcher National Kementerian Pengajian Tinggi (KPT) RM70,000.00 In Progress
31 Development Of Innovative Microware C02 Pyrolysis Technology For Valorization Of Shellfish Waste Co-Researcher International The Higher Education University Of Hong Kong RM63,191.42 In Progress
32 Study On The Effectiveness Of Aedestech Mosquitoes Home System (amhs) And The Accurateness Of Eadestech Mobile Apps (ata) Auto-counting In Monitoring And Controlling Of Dengue Endemic Area In Ternate City, Indonesia Project Leader University UMT RM20,000.00 Completed
33 Study On The Effectiveness Of Aedestech Mosquitoes Home System (ahms) And The Accurateness Of Aedestech Mobile Apps (ata) Auto-counting In Monitoring And Controlling Of Dengue Endemic Area In Ternate City, Indonesia. Project Leader University UMT (Matching Grant 1+3) RM20,000.00 In Progress
34 Resources Recovery From Foresty And Aquatic Biomass In Malaysia (setiu Wetland, Redang Island, Lake Kenyir, Kor Hill) Via Thermal And Catalytic Techniques (extraction, Pyrolysis) Co-Researcher University UMT RM150,000.00 Completed
35 Resource Recovery From Forestry And Aquatic Biomass In Malaysia (setiu Wetland, Redang Island, Lake Kenyir, Kor Hill) Via Thermal And Catalic Techniques (extract And Pryrolysis) Co-Researcher National UMT RM150,000.00 In Progress
36 Cloud Application Development, Cloud Secure Hosting And Security Assessment For Cloud Application (aedestech Apps, Near-field Communication (ncf) Technology Based Apps And Iot Based Apps) Project Leader Industry CYBERSECURITY MALAYSIA (CSM) RM150,000.00 Completed
37 Kajian Dan Pembangunan Perisian Untuk Studio Al-quran, Universiti Malaysia Terengganu Project Leader University UMT RM60,000.00 Completed
38 Toxicity Elucidation Of 3-mcpd , Glycidols And Other Food Contaminants Carcinogems In Terengganu Heritage Fritters Or Celup Tepung Using In Vitro Molecular Appraoach Co-Researcher National Kementerian Pendidikan Malaysia (KPM) RM115,000.00 Completed
39 Intelligent Mosquito Home System (i-mhs) Project Leader University UMT RM13,200.00 Completed
40 Geran Padanan - Projek Penyelidikan Dan Pembangunan Apss (aedestech) Project Leader Industry OTN_UMT-UNISZA-UNIKL RM153,000.00 In Progress
41 Penyelidikan Dan Pembangunan Nahrim Biocomposter Di Institut Penyelidikan Hidraulik Kebangsaan Malaysia (nahrim) Co-Researcher National Institut Penyelidikan Hidraulik Kebangsaan Malaysia (Nahrim) RM350,000.00 Completed
42 Penyelidkan Dan Pembanguan Nahrim Bicomposter Di Nahrim Malaysia Co-Researcher Industry nahrim RM350,000.00 In Progress

TEACHING

Note: This list is compiled based on data from the last five years.
No. Subject Name Degree Level
1 Maritime Information System Bachelor
2 Research Project Ii Bachelor
3 Object Oriented System Analysis And Design Bachelor
4 Software Principles Bachelor
5 Strategic Approach Of Managing Information Systems Master
6 Software Project Management Bachelor
7 Maritime Informatics Technology And Profesional Ethic Bachelor
8 Program Design And Problem Solving Bachelor
9 Advanced Software Engineering Bachelor
10 Research Project I Bachelor
11 Open Source Programming Master
12 Software Maintenance And Management Bachelor
13 Strategic Approach Of Managing Information Systems (pendekatan Strategik Pengurusan Sistem Maklumat) Master
14 Ethics And Professional Practices Bachelor
15 Software Engineering Basic Bachelor
16 Technology And Application To Maritime Informatics Bachelor
17 Formal Methods Bachelor
18 Final Year Research Project I Bachelor

POSTGRADUATE STUDENT

Note: This list is compiled based on data from the last five years.
No. Student Name Degree Status
1 Mohd Hafriz Bin Nural Azhan Doctor of Philosophy Ongoing
2 Syarifah Fatem Na'imah Binti Syed Kamaruddin Doctor of Philosophy Ongoing
3 Usman Haruna Doctor of Philosophy Ongoing
4 Mohd Faiz Bin Mohd Yasin Doctor of Philosophy Completed
5 Xu Jianhui Doctor of Philosophy Completed
6 Mohd Najmi Bin Yusuff Doctor of Philosophy Ongoing
7 Norshaharizan Binti Puteh Doctor of Philosophy Ongoing
8 Mustapha Shehu Doctor of Philosophy Ongoing
9 Fakhrul Adli Bin Mohd Zaki Doctor of Philosophy Ongoing
10 Hadi Zakaria Doctor of Philosophy Ongoing
11 Sofa Sofiana Doctor of Philosophy Ongoing
12 Saidatul Hasyimah Binti Said Ali Doctor of Philosophy Ongoing
13 Mohammadali Tabatabaei Pozveh Master Ongoing
14 Toh Wei Jer Master Ongoing
15 Syazli Adam Bin Shamsul Bahri Master Ongoing

INTELLECTUAL PROPERTIES

Note: This list is compiled based on data from the last five years.
No. IP Title IP Type IP Status Reference ID Year
1 Ippm-r Copyright Awarded CRDV2025C08539 2025
2 A Rodent Monitoring And Scheduling System Copyright Awarded CRDV2025C08538 2025
3 Nfc-hlts : Halal Logistics Transportation Tracking System Using Near Field Communication (nfc) Copyright none LY2024C06984 2024
4 Bom-apps: Development Of Bread Ordering And Delivery Services Apps Using Flutter Framework Copyright Awarded LY2023W05922 2023
5 Halal Assurance System (has) Copyright Awarded LY2023C04286 2023
6 Boms-apps: Development Of Bread Ordering And Delivery Services Apps Using Flutter Framework Copyright Awarded LY2023W05922 2023
7 Ir-eclat : A New Incremental Rare Equivalence Class Transformation Algorithm For Infrequent Itemset Mining Copyright Awarded LY2022CO2621 2022
8 Ir-eclat: A New Increment Rare Equivalence Class Transformation Algorithm For Infrequent Itemset Mining Copyright Awarded CRLY2022CO2621 2022
9 A Framework Design Of A Breast Cancer Prediction Using Deep Learning Model Patent Pending PI2022006814 2022
10 Jomscore.com Copyright Awarded CRLY2022C01416 2022
11 Antifungal Shoe Rack: Automatic Dehumidifier Based On The Internet Of Things (iot) Copyright Awarded LY2023C03553 2022

CONSULTANCY

Note: This list is compiled based on data from the last five years.
No. Title Date Level Client Name
1 Preparation Of Manual Procedures For Cage Culture Species 01/09/2025 - 01/12/2025 National Hag Mineral Sdn Bhd
2 Cadangna Pemulihan Tanah Bagi Pembangunan Semulatanah Untukpertaniian Dan Penternakan Didaerah Setiu, Terengganu 01/11/2023 - 01/11/2024 National Hag Mineral Sdn Bhd
3 Site Feasibility Study For The Development Of Research, Culture And Commercialization Of Aquaculture Project Within Lot 2041, Kampung Setia Jaya, Mukim Merang, Daerah Setiu, Terengganu, Malaysia. 01/09/2025 - 01/11/2023 National Hag Mineral Sdn Bhd
4 Kajin Kebolehlaksanaan (feasibility Study) Bagi Pembangunan Penang Port Community System (ppcs) 01/10/2022 - 01/03/2023 National Penang Port Authority

KNOWLEDGE TRANSFER

Note: This list is compiled based on data from the last five years.
No. Title Year Level Collaborator Funder

AWARDS

No. Name of Awards/Recognition Awarding Institution Year Awarded Level
1 Guest Fellow Unisza 2025 National
2 Mouse Stopper : A Proficient Solution For Mouse Repellant Using Ultrasonic Approach. Nuclear Malaysia 2024 National
3 Imos: Intelligent Mobile Apps For Mosquitoes Auto-spray Dispenser Usage Tracking & Monitoring Nuclear Malaysia 2024 National
4 Romans Umt-unisza-tatiuc 2024 National
5 An Enhanced Deep Learning Model To Improve Prediction Accuracy For Health Datasets In Cloud Environment Umt-unisza-tatiuc 2023 National
6 Narasumber (pembicara) Universitas Pamulang 2023 International
7 Univens Uum 2023 National
8 Medical Plastic Wastes: Reimagined Nuclear Malaysia 2023 National
9 Mdfa : Mobile Apps Development Tools Using Multiple Flip Algorithm Nuclear Malaysia 2023 National
10 Anugerah Buku Negara 2023 Kpt 2023 National
11 Iconvert2 Upnm 2022 National
12 Aedes Tech Apps Umk-kpt 2022 National
13 Aedes Tech Apps Minds 2022 National
14 Mdfa Mpi22 2022 National