Prof. Madya Dr. Azwa Bin Abdul Aziz

Fakulti Informatik & Komputeran
Pensyarah Universiti (profesor Madya)

azwaaziz@unisza.edu.my
Perak

  • POSITION
  • BACKGROUND
    • Administrative Responsibility

    Position Start Date End Date
    Penyelaras (Inovasi Akademik Di P008), Pusat Pengurusan Kecemerlangan Akademik & Pengantarabangsaan01 Jan 202031 Dec 2021
    Timbalan Pengarah (Pentadbiran Perunding Teknologi), Pusat Pengurusan Infostruktur & Rangkaian16 Feb 201215 Feb 2015
    Academic Qualification
    IJAZAH DOKTOR FALSAFAH DALAM BIDANG ENGINEERING (COMPUTER SCIENCE), Aberdeen University, Scotland, 2022.
    CERTIFICATE OF ACHIEVEMENT, Tidak Dinyatakan, 2020.
    SARJANA SAINS KOMPUTER, Universiti Malaysia Terengganu, 2010.
    SARJANA MUDA TEKNOLOGI MAKLUMAT, Universiti Teknologi Mara, Cawangan Shah Alam, 2004.
    DIPLOMA SAINS KOMPUTER, Universiti Teknologi Mara, Cawangan Shah Alam, 2002.
    SIJIL PELAJARAN MALAYSIA, Sekolah Menengah Bantuan Penuh Kerajaan, 1998.
    Expertise7th Edition
    None
    Work Experience
  • Business Intelligence (BI) Developer, Stockhaul Sdn. Bhd (2004-2005) Senior Consultant (BI & Datawarehouse), Resolv Technologies Sdn. Bhd. (2005-2009) Lecturer (2010-To Date)
    • Academic Qualification
    IJAZAH DOKTOR FALSAFAH DALAM BIDANG ENGINEERING (COMPUTER SCIENCE), Aberdeen University, Scotland, 2022.
    CERTIFICATE OF ACHIEVEMENT, Tidak Dinyatakan, 2020.
    SARJANA SAINS KOMPUTER, Universiti Malaysia Terengganu, 2010.
    SARJANA MUDA TEKNOLOGI MAKLUMAT, Universiti Teknologi Mara, Cawangan Shah Alam, 2004.
    DIPLOMA SAINS KOMPUTER, Universiti Teknologi Mara, Cawangan Shah Alam, 2002.
    SIJIL PELAJARAN MALAYSIA, Sekolah Menengah Bantuan Penuh Kerajaan, 1998.
    Expertise7th Edition
    None
    Work Experience
  • Business Intelligence (BI) Developer, Stockhaul Sdn. Bhd (2004-2005) Senior Consultant (BI & Datawarehouse), Resolv Technologies Sdn. Bhd. (2005-2009) Lecturer (2010-To Date)

    • Teaching

    Teaching Courses


    16 records
    No Course Code Course Name
    1 CSW34103 BUSINESS INTELLIGENCE
    2 CSD23703 DATA ANALYTICS
    3 CSD33503 DATA MINING
    4 CSF12403 OBJECT ORIENTED PROGRAMMING
    5 CSW33503 BUSINESS INTELLINGENCE
    6 CSD33503 DATA MINING
    7 CSF11103 PROBLEM SOLVING AND COMPUTER PROGRAMMING
    8 CSD33503 DATA MINING
    9 CSW33503 BUSINESS INTELLINGENCE
    10 ITD13203 ANALISIS DAN REKABENTUK SISTEM
    11 CSD33503 DATA MINING
    12 ITD11503 STRUKTUR DATA
    13 CSD33503 DATA MINING
    14 CSF21403 DATA STRUCTURES AND ALGORITHMS
    15 CSD33603 SPECIAL TOPICS IN SOFTWARE DEVELOPMENT
    16 ITD11503 STRUKTUR DATA

    Teaching Innovation


    15 records
    No Sem Course Id Course Name Course Type
    1 Semester 1 Session 2024/2025 CSD23703 Csd 23703 Data Analytics (sem 1 Sesi 24/25)[certificate] Mod-Blended
    2 Semester 2 Session 2023/2024 CSD33503 Data Mining [certificate] Mod-Blended
    3 Semester 2 Session 2023/2024 CSF12403 Csf12403: Object Oriented Programming[certificate] Mod-Blended
    4 Semester 1 Session 2023/2024 CSW33503 Business Intellingence [certificate] Mod-Blended
    5 Semester 2 Session 2022/2023 CSD33503 Data Mining [certificate] Mod-Blended
    6 Semester 1 Session 2022/2023 CSF11103 Problem Solving And Computer Programming [certificate] Mod-Blended
    7 Semester 2 Session 2021/2022 CSD33503 Data Mining [certificate] Mod-Blended
    8 Semester 1 Session 2021/2022 CSW33503 Business Intellingence [certificate] Mod-Blended
    9 Semester 2 Session 2020/2021 ITD13203 Analisis Dan Rekabentuk Sistem [certificate] Mod-Blended
    10 Semester 2 Session 2020/2021 CSD33503 Data Mining [certificate] Mod-Blended
    11 Semester 1 Session 2020/2021 ITD11503 Struktur Data [certificate] Mod-Blended
    12 Semester 2 Session 2019/2020 CSF21403 Data Structures And Algorithms [certificate] Mod-Blended
    13 Semester 2 Session 2019/2020 CSD33503 Data Mining [certificate] Mod-Blended
    14 Semester 1 Session 2019/2020 ITD11503 Struktur Data [certificate] Mod-Blended
    15 Semester 1 Session 2019/2020 CSD33603 Special Topics In Software Development [certificate] Mod-Blended
    Postgraduates Supervision

    Postgraduate Student


    No Matric No. Name Level Supervision Type Country
    1 SL4812 NOR ZAKIAH BINTI LAMIN PhD Main Supervision FULLTIME MALAYSIA
    2 SL4060 SABRI BIN AHMAD HISHAM PhD Co Supervision FULLTIME MALAYSIA
    3 SI2937 ADEYANJU TUNDE MOJEED MASTER Co Supervision FULLTIME NIGERIA
    4 SI4544 ALIYU ALIYU YUSHAU MASTER Main Supervision FULLTIME NIGERIA
    5 SL4408 AFIQ NASRI BIN OTHMAN MASTER Main Supervision FULLTIME MALAYSIA
    6 SL4691 NUR SYAKIRAH BINTI MOHD SEDEK MASTER Co Supervision FULLTIME MALAYSIA
    7 SI0450 ILIYASU MUHAMMAD SANI MASTER Main Supervision FULLTIME NIGERIA
    8 SI0465 ABDULKARIM IBRAHIM MAHMUD MASTER Main Supervision FULLTIME NIGERIA
    Publication

    Journal Articles

    31 records
    No Article Title Year Journal Title Index Name Role
    1 Handling Failures in Data Quality Measures 2013 Journal on Computing Other Index Co-Author
    2 Implementing Aproiri Algorithm for Predicting Result Analysis 2013 Journal on Computing Other Index Main Author
    3 Mining Students's Academic Performance 2013 Journal of Theoretical and Applied Information Technology Scopus Main Author
    4 Data investigation: Issues of data quality and implementing base analysis technique to evaluate quality of data in heterogeneous databases 2012 Journal of Theoretical and Applied Information Technology Scopus Main Author
    5 A framework for educational data warehouse (EDW) architecture using business intelligence (BI) technologies 2014 Journal of Theoretical and Applied Information Technology Scopus Main Author
    6 Implementation of Resource Discovery Mechanisms on PeerSim: Enabling up to One Million Nodes P2P Simulation 2015 International Journal of Digital Information and Wireless Communications Other Index Co-Author
    7 Classification model for water quality using machine learning techniques 2015 International Journal of Software Engineering and its Applications Scopus Co-Author
    8 A conceptual framework for a multidimensional model of talent management data warehouse 2015 Journal of Theoretical and Applied Information Technology Scopus Main Author
    9 A FRAMEWORK FOR STUDENTS ACADEMIC PERFORMANCE ANALYSIS USING NAϖE BAYES CLASSIFIER 2015 Jurnal Teknologi Scopus Main Author
    10 A conceptual framework for predicting flood area in Terengganu during monsoon season using association rules 2016 Journal of Theoretical and Applied Information Technology Scopus Main Author
    11 The prediction of students' academic performance using classification data mining techniques 2015 Applied Mathematical Sciences Scopus Co-Author
    12 The application of Apriori algorithm in predicting flood areas 2017 International Journal on Advanced Science, Engineering and Information Technology Scopus Co-Author
    13 Implementation of Apriori algorithm for a new flood area prediction system 2017 Advanced Science Letters Scopus Co-Author
    14 Predicting Supervise Machine Learning Performances for Sentiment Analysis Using Contextual-Based Approaches 2020 IEEE ACCESS WoS Q1 Main Author
    15 Sentiment analysis of user feedback in e-learning environment 2020 SSRG International Journal of Engineering Trends and Technology Scopus Co-Author
    16 Analysing fake news titles for 2016 Trump-Hillary campaign using contextual-based approaches in text analytics 2020 SSRG International Journal of Engineering Trends and Technology Scopus Main Author
    17 Development of COVID?19 Health?Risk Assessment and Self?Evaluation (CHaSe): a health screening system for university students and staf during the movement control order (MCO) 2022 Network Modeling Analysis in Health Informatics and Bioinformatics ESCI , Scopus Co-Author
    18 Combining Multiple Classifiers using Ensemble Method for Anomaly Detection in Blockchain Networks: A Comprehensive Review 2022 International Journal of Advanced Computer Science and Applications ESCI , Scopus Co-Author
    19 A comprehensive review of significant learning for anomalous transaction detection using a machine learning method in a decentralized blockchain network 2022 International Journal of Advanced Technology and Engineering Exploration Scopus Co-Author
    20 An interpretable ensemble model framework for real-time anomaly detection and prediction of Ethereum blockchain transactions 2023 International Journal of Advanced Technology and Engineering Exploration Scopus Co-Author
    21 Modelling business intelligence technologies framework for analyzing academic performance from learning management systems (LMS) 2023 Journal of Autonomous Intelligence Scopus Main Author
    22 The Moral Identity Of Youth Who Do Not Smoke: Internalization Predicts Their Preference Towards Smoking And Non-Smoking Behaviour 2023 Malaysian Journal of Public Health Medicine MyCite , Scopus Main Author
    23 Anomaly detection in smart contracts based on optimal relevance hybrid features analysis in the Ethereum blockchain employing ensemble learning 2023 International Journal of Advanced Technology and Engineering Exploration Scopus Co-Author
    24 SOSFloodFinder: A text-based priority classification system for enhanced decision-making in optimizing emergency flood response 2024 Journal of Autonomous Intelligence Scopus Main Author
    25 Predicting student final examination result using regression model based on student activities in learning management system 2024 Journal of Autonomous Intelligence Scopus Main Author
    26 FloodIntel: Advancing flood disaster forecasting through comprehensive intelligent system approach 2024 Journal of Autonomous Intelligence Scopus Main Author
    27 A Novel Hyperchaotic Financial System with Hyperbolic Sinusoidal Nonlinearity: From Theoretical Analysis to Adaptive Neural Fuzzy Controller Design 2024 CHAOS Theory and Applications Scopus Co-Author
    28 Design and Implementation of Real-Time Sensors for Three-Phase Induction Motor Performance Monitoring using Internet of Thing (IoT) 2025 Journal of Advanced Research in Applied Sciences and Engineering Technology MyCite , Scopus Co-Author
    29 A New Method for Explainable Artificial Intelligence in Sentiment Analysis based on Hierarchical Knowledge Tree 2025 International Journal of Advanced Science and Computer Applications Other Index Main Author
    30 Performance Evaluation Of Low-Energy Adaptive Clustering Hierarchy (Leach) Protocol On Wireless Sensor Network Using Ns2 2024 Malaysian Journal of Computing and Applied Mathematics Other Index Co-Author
    31 Implementation of Business Intelligence Technologies of Course Learning Outcomes based on Multidimensional Model Approaches 2024 Journal of Information Systems Engineering and Management Scopus Main Author

    Book

    8 records
    No Type Book Name Chapter Name Year Publisher Role
    1 Authored
    Book    		 RAHSIA CEMERLANG PROJEK ILMIAH TAHUN AKHIR INFORMATIK DAN KOMPUTERAN - 2016 Penerbit UniSZA Co-Author
    2 Book
    Chapter    		 Recent Advances on Soft Computing and Data Mining An Association Rule Mining Approach in Predicting Flood Areas 2016 Springer International Publishing Co-Author
    3 Book
    Chapter    		 Inovasi Pendidikan Tinggi Era Pandemik COVID-19 Pengurusan Infrastruktur dan Infostruktur Pembelajaran Dalam Talian 2021 Penerbit Universiti Sultan Zainal Abidin (UniSZA) Main Author
    4 Book
    Chapter    		 Inovasi Pendidikan Tinggi Era Pandemik COVID-19 Pembelajaran Kendiri Secara Dalam dan Luar Talian 2021 Penerbit UniSZA Co-Author
    5 Book
    Chapter    		 Inovasi Pendidikan Tinggi Era Pandemik COVID-19 Sistem Pengurusan Pembelajaran: Knowledge and e-Learning Integrated Platform (KeLIP) 2021 Penerbit Universiti Sultan Zainal Abidin (UniSZA) Main Author
    6 Book
    Chapter    		 Inovasi Pendidikan Tinggi Era Pandemik COVID-19 Automasi dan Pemantauan Pembelajaran Secara Jarak Jauh 2021 Penerbit UniSZA Co-Author
    7 Book
    Chapter    		 Strengthening Malaysian Higher Education: A Contemporary Discourse The Importance of Lifelong Learning in the 21st Century 2022 Penerbit UiTM Co-Author
    8 Book
    Chapter    		 Understanding Pandemic Challenges: Data-Driven and Computational Approaches An Improved Multi-Criteria Decision-Making Model as a Tool for Policy Decision Making: Applications to the COVID-19 Pandemic 2024 UUM Press, Universiti Utara Malaysia Co-Author

    Proceeding

    17 records
    No Article Title Year Conference Name Venue Scopus Indexed Role
    1 A Framework for analysis Students' Academic Performance using Naive Bayes Classifier 2013 2nd International Conference on Interactive Digital Media Sarawak, Malaysia Other Index Main Author
    2 First Semester Computer Science Students’ Academic Performances Analysis by Using Data Mining Classification Algorithms 2014 2nd International Conference on Intelligence and Computer Science (AICS 2014) Bandung, Indonesia None Main Author
    3 Implementation of Resource Discovery Mechanisms onto PeerSim 2014 3rd International Conference on Informatics & Application Kuala Terengganu, Terengganu, Malaysia None Co-Author
    4 An association rule mining approach in predicting flood areas 2016 The 2nd International Conference on Soft Computing and Data Mining, SCDM-2016; Bandung; Indonesia Bandung; Indonesia Scopus Co-Author
    5 Pembangunan Laman Pembelajaran Bahasa Arab Peringkat Rendah: EZ-Arabic 2.0 2015 1st World Islamic Social Science Congress (WISSC) 2015 Putrajaya International Convention Centre Other Index Co-Author
    6 Analysing fake news titles for 2016 Trump-Hillary campaign using contextual-based approaches in text analytics 2019 INTERNATIONAL CONFERENCE ON INFORMATICS, COMPUTING AND APPLIED MATHEMATICS (ICICAM2019) TH Hotel & Convention Center Kuala Terengganu Other Index Main Author
    7 Analysing fake news titles for 2016 Trump-Hillary campaign using contextual-based approaches in text analytics 2019 INTERNATIONAL CONFERENCE ON INFORMATICS, COMPUTING AND APPLIED MATHEMATICS (ICICAM2019) TH Hotel & Convention Center Kuala Terengganu Other Index Main Author
    8 A Review of Supply and Demand Digital Talents in Malaysia Based on Secondary Data Analysis 2021 The 9th International Seminar On Entrepreneurship, Business And Technology (Scopus Indexed) Online Other Index Main Author
    9 Managing Covid-19 Using Artificial Intelligence and Big Data Analytics 2021 The 9th International Seminar On Entrepreneurship, Business And Technology (Scopus Indexed) Online Other Index Main Author
    10 Implementation of Artificial Intelligence in Engineering to Achieve Sustainable Development Goals (SDGs) 2023 3rd IEEE International Conference on Mobile Networks and Wireless Communications, ICMNWC 2023 Hybrid, Tumkur Scopus Co-Author
    11 Women's Health Diary: Tracker System for Menstruation, Intermenstrual, Ovulation, and Postnatal Bleeding Using Rules-Based Technique 2023 3rd IEEE International Conference on Mobile Networks and Wireless Communications, ICMNWC 2023 Hybrid, Tumkur Scopus Main Author
    12 Breast Cancer Detection on X-Tray Mammogram Images 2023 3rd IEEE International Conference on Mobile Networks and Wireless Communications, ICMNWC 2023 Hybrid, Tumkur Scopus Main Author
    13 A New Approach to Addressing Uncertainty in Information Technology with Fuzzy Multi-Criteria Decision Analysis 2023 15th International Conference on Fuzzy Computation Theory and Applications Mercure Roma West Hotel, Rome, Italy Scopus Co-Author
    14 A Review of Supply and Demand Digital Talents in Malaysia 2023 International Conference on Business and Technology, ICBT 2021 Istanbul ESCI , Scopus Main Author
    15 Towards Managing Covid-19 Using Artificial Intelligence and Big Data Analytics 2023 International Conference on Business and Technology, ICBT 2021 Istanbul Scopus , ESCI Main Author
    16 Decision Support System Framework based on Fuzzy Logic for Mental Health Screening 2024 24th Conference and Exhibition on Occupational Safety and Health 6th Scientific Conference on Occupational Safety and Health (SCICOSH 2024) Kuala Lumpur Convention Center (KLCC) Other Index Co-Author
    17 Enhancing Fuzzy Decision-Making Models with an Extended Interval-Valued Comparison 2024 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024 Yokohama Scopus Co-Author

    Non-research Publication

    3 records
    Ref. No No Article Title Publication Name Year Publication Type Role Status
    1 CPS10-0690 Menangani cabaran COVID-19 menggunakan kecerdasan buatan (AI) (https://www.bernama.com/bm/tintamind BERNAMA 2020 Artikel dalam media massa/Majalah Main Author
    2 CPS10-2128 Kerajaan dijangka percepat usaha kawal selia platform media sosial Sinar Harian 2024 Artikel sebagai penulis jemputan (bidang kepakaran) Main Author
    3 CPS10-2127 Sosioekonomi terjejas jika media sosial tidak beroperasi Sinar Harian 2024 Artikel sebagai penulis jemputan (bidang kepakaran) Main Author

    Policy

    0 records
    No Ref. No Policy Title Year Agency Name Role Status
    Research & Innovation

    Research Grants

    34 records
    No Research Title Grant Name Category Year value Role
    1 Predicting Flood Areas in Terengganu during Monsoon Season using Association Rules Technique Based on Spatial Data of River Flow Density DANA PEMBUDAYAAN PENYELIDIKAN (RAGS) MOSTI 2014 - 2016 65000.00
    2 DESIGN AND DEVELOPMENT OF A SYARIAH-COMPLIANT ONLINE BUSINESS FRAMEWORK FOR SMALL MEDIUM ENTERPRISE DANA PEMBUDAYAAN PENYELIDIKAN (RAGS) MOSTI 2014 - 2017 70000.00
    3 MOTIVASI PEMBELAJARAN KENDIRI BAHASA ARAB DALAM KALANGAN PELAJAR SEKOLAH RENDAH MELALUI TEKNOLOGI: EZ-ARABIC SEBAGAI APLIKASI DAN PENILAIAN DANA PEMBUDAYAAN PENYELIDIKAN (RAGS) MOSTI 2014 - 2015 45000.00
    4 PREDICTING FLOOD AREAS IN TERENGGANU DURING MONSOON SEASON USING ASSOCIATION RULES TECHNIQUE BASED ON SPATIAL DATA OF RIVER FLOW DENSITY DANA PEMBUDAYAAN PENYELIDIKAN (RAGS) MOSTI 2014 - 2016 65000.00
    5 A New Model for Sentiment Analysis based on Deep Learning (DL) Approaches with Explainable Artificial Intelligence (XAI) Sentiment Classification on News Reactions SKIM GERAN PENYELIDIKAN FUNDAMENTAL (FRGS) KPM 2022 - 2025 105269.00
    6 Motivasi Pembelajaran Kendiri Bahasa Arab dalam Kalangan Pelajar Sekolah Rendah Melalui Teknologi: Ez-Arabic Sebagai Aplikasi Penilaian Skim Geran Research Acculturation (RAGS) KPM 2014 - 2016 45000.00
    7 Online Quranic Verification Tool KPM-Geran Khas KPM 2015 - 2015 55000.00
    8 STREAMFLOW PREDICTION BASED ON ARTIFICIAL NEURAL NETWORK: A CASE STUDY IN TERENGGANU GERAN DALAMAN UNIVERSITI UNISZA 2014 - 2016 20000.00
    9 Development of Malaysian Neighbourhood Security Monitoring System (Web Based and Android Apps) GERAN DALAMAN UNIVERSITI UNISZA 2015 - 2015 16900.00
    10 Toward Implementation of COVID-19 Risk Assessment System using Artificial Intelligence GERAN DALAMAN UNIVERSITI UNISZA 2020 - 2022 25000.00
    11 Pembangunan Sistem Pentaksiran Bersepadu GERAN DALAMAN UNIVERSITI UNISZA 2021 - 2023 100000.00
    12 Modeling a Business Intelligence Data Warehousing for Tertiary Education in Personalizing Student's Academic Performance Behaviour GERAN DALAMAN UNIVERSITI UNISZA 2012 - 2014 44000.00
    13 Steramflow prediction based on artificial neural network: a case study in terengganu GERAN DALAMAN UNIVERSITI UNISZA 2014 - 2016 20000.00
    14 Dengue Threat In A University Setting A Comprehensive Approach To Combat Dengue Fever - Surveillance of Environmental Risks and Knowledge And Practices of The Campus Community GERAN DALAMAN UNIVERSITI UNISZA 2014 - 2016 20000.00
    15 Internet of Things based smart river water quality monitoring system in the UnisZA Lake GERAN DALAMAN UNIVERSITI UNISZA 2023 - 2025 20000.00
    16 Kajian Pengukuhan Kolaborasi Penyelidikan Industri - Kluster Smart Technology & System GERAN DALAMAN UNIVERSITI UNISZA 2024 - 2024 10000.00
    17 Kajian Pengukuhan Kolaborasi Penyelidikan Antarabangsa - FIK GERAN DALAMAN UNIVERSITI UNISZA 2024 - 2024 55000.00
    18 Development of Chaotic Behavior in the Economics Models using Differential Equation and Fractional Order Approach. GERAN ANTARABANGSA LAIN-LAIN 2024 - 2026 20000.00
    19 An artificial Intelligence-based study on occupational psychosocial stress reduction strategies by utilisation of electroencephalography (EEG) for healthcare workers in Malaysia GERAN INDUSTRI LAIN-LAIN 2023 - 2024 81300.00
    20 DataSpeak News Grant GERAN INDUSTRI LAIN-LAIN 2023 - 2025 150000.00
    21 Education and Diary with Reporting and Intelligent dialysis System (EDRIS) GERAN INDUSTRI LAIN-LAIN 2024 - 2025 118100.00
    22 Pembangunan Sistem Inventori Pengurusan dan Pelupusan Bersepadu Wakaf al-Quran di Malaysia GERAN INDUSTRI LAIN-LAIN 2024 - 2026 20000.00
    23 Unlocking Insights into Hospital Admission Duration and Complications: A retrospective Machine Learning Analysis of Predictors Among Dialysis Patients. GERAN NGO/SWASTA LAIN-LAIN 2024 - 2026 80000.00
    24 Predicting Flood Areas in Terengganu during Monsoon Season using Association Rules Technique Based on Spatial Data of River Flow Density KPM-Research University Grant KPM 2014 - 2016 65000.00
    25 Developing 'FundMyBook' Model Based on Mudharabah Crowdfunding Platform as a Capital Sources for Books Publication SKIM GERAN PENYELIDIKAN FUNDAMENTAL BAGI PENYELIDIK BAHARU (FRGS-RACER) KPM 2019 - 2021 35000.00
    26 ONLINE QURANIC VERIFACATION TOOL DEMAND-DRIVEN INNOVATION PROJECT BY PUBLIC-PRIVATE RESEARCH NETWORK - PPRN LAIN-LAIN 2015 - 2015 55000.00
    27 AI : CONSENT, CONTROL AND CONSCIENCE? GERAN KNOWLEDGE TRANSFER PROGRAMME (KPT)(UNIVERSITI) UNISZA 2024 - 2024 5000.00
    28 IMPROVEMENT OF DATASPEAK PRODUCT FOR TRL 9 PROJEK DANA PRA-PENGKOMERSIALAN (DPP) UNISZA 2023 - 2024 30000.00
    29 Sentiment Lexicon Generation for e-Commerce Review in Malay Language using Corpus-based Approach. DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2021 - 2024 20000.00
    30 Formulation of z-slice based on general type-2 fuzzy set to improve interpretation accuracy of uncertain data in medical communications DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2022 - 2024 20000.00
    31 A MODEL FOR ONLINE HEALTH INFORMATION SEEKING USING MENTAL HEALTH APPS ENHANCED WITH MACHINE LEARNING INTEGRATION DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2024 - 2026 20000.00
    32 A MODEL FOR ONLINE HEALTH INFORMATION SEEKING USING MENTAL HEALTH APPS ENHANCED WITH MACHINE LEARNING INTEGRATION DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2024 - 2026 20000.00
    33 Electroencephalographic signal processing integrative machine learning algorithms as a biomarker for measuring the severity of pain among Carpal Tunnel Syndrome patients with positive and negative Nerve Conduction Studies towards an objective pain detection DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2023 - 2025 20000.00
    34 Pembangunan Sistem Inventori Pengurusan dan Pelupusan Bersepadu Wakaf al-Quran di Malaysia GERAN PENYELIDIKAN PROGRAM PADANAN INDUSTRI (Industry Matching Programme) (IMaP) KPM 2024 - 2026 176150.00

    Intellectual Property

    10 records
    No Product/ Services Title Year Publication Type Role
    1 MyTrain 2014 Trade Mark Co-Researcher
    2 eduBI 2014 IP Principal Investigator
    3 ExGenoba - Method and system for generating questions and evaluating student's performances utilizing bloom's taxonomy 2014 Patent - Filed Principal Investigator
    4 MYNEST 2.0 (Malaysian Neighborhood Information Security System) 2015 Copyright Principal Investigator
    5 Course Learning Outcomes Performances Evaluation System (CLOPES) 2015 Copyright Principal Investigator
    6 QUVET : Online Quranic Verification Tool 2017 Copyright Co-Researcher
    7 COVID-19 Health Risk Assessment and Self Evaluation (ChaSe) System (LY2020006339) 2020 Copyright Co-Researcher
    8 DataSpeak 2023 Copyright Principal Investigator
    9 SELFCARE360: Occupational Stress Evaluation Mobile Application 2023 External IP Co-Researcher
    10 SELFCARE 360: MID DAY SLEEPSMART FOR STRESS REDUCTION 2024 Copyright Co-Researcher

    Commercialization

    1 records
    No Title Commercialization Status Year Role
    1 DataSpeak 2023 Licensing Principal Investigator
    Award

    23 records
    No Award Title Product Name Institution Category Year Role
    1 Award/Icon OTHERS 2024 Best Paper Candidate Certificate OTHERS 2024 International 2024 Member
    2 Award/Icon MPI 2024 SelfCare360: Mid-Day SleepSmart for Stress Reduction MPI 2024 National 2024 Member
    3 Silver MPI 2023 SelfCare360: Occupational Stress Evaluation Mobile App MPI 2023 National 2023 Member
    4 Silver MPI 2021 Web Programming Learning Asistant MPI 2021 National 2021 Member
    5 Silver MPI 2021 MYBAHAGIA : MODUL PRA PERKAHWINAN ISLAM DAN PEMBINAAN KELUARGA BAHAGIA MPI 2021 National 2021 Member
    6 Silver MPI 2021 FUNDMYBOOK ISLAMIC CROWDFUNDING AS AN ALTERNATIVE FUND FOR BOOK PUBLISHING IN MALAYSIA MPI 2021 National 2021 Member
    7 Bronze MPI 2020 'FundMyBook' Mudharabah Crowdfunding Model for Books Publication MPI 2020 National 2020 Member
    8 Gold MPI 2020 National Talent Data Analytics (NTADA) MPI 2020 National 2020 Principal Investigator
    9 Gold ITEX 2020 COVID-19 HEALTH RISK ASSESSMENT AND SELF EVALUATION (CHASE) SYSTEM ITEX 2020 National 2020 Member
    10 Gold ITEX 2020 TALENT ACADEMIC DATA ANALYTIC (TADA) ITEX 2020 National 2020 Principal Investigator
    11 Silver ITEX 2015 LAFAMS ACCOUNT MANAGEMENT SYSTEM FOR SMALL AND MEDIUM SIZES LEGAL FIRM ITEX 2015 National 2015 Member
    12 Gold PECIPTA 2015 MYNEST 2.0 (Malaysian Neighborhood Information Security System) PECIPTA 2015 National 2015 Principal Investigator
    13 Silver ITEX 2015 Course Learning Outcomes Performances Evaluation System ITEX 2015 National 2015 Principal Investigator
    14 Bronze OTHERS 2014 Ex-Genoba OTHERS 2014 International 2014 Principal Investigator
    15 Silver MTE 2014 MY NEST MTE 2014 National 2014 Principal Investigator
    16 Special Award OTHERS 2014 ex-Genoba OTHERS 2014 International 2014 Principal Investigator
    17 Gold PECIPTA 2013 MyTrain PECIPTA 2013 National 2013 Member
    18 Silver PECIPTA 2013 EDUBI PECIPTA 2013 National 2013 Principal Investigator
    19 Gold ITEX 2013 EXGENOBA ITEX 2013 National 2013 Principal Investigator
    20 Gold ITEX 2013 EXGENOBA ITEX 2013 National 2013 Member
    21 Others ITEX 2013 EXGENOBA ITEX 2013 National 2013 Principal Investigator
    22 Others ITEX 2013 EXGENOBA ITEX 2013 National 2013 Member
    23 Bronze PECIPTA 2013 AIS- ACDEMIC INTELLIGENCE SYSTEM PECIPTA 2013 National 2013 Member
    Contribution to University

    41 records
    No Body/Institution Appointment Category Year
    1 JK Rubrik Penilaian dan Garis Panduan Laporan Latihan Industri FIK Ahli Jawatankuasa Faculty/PTj 2020 - 2020
    2 Jawatankuasa Gerak Kerja Akademik PdP Semasa Covid-19 Ahli Jawatankuasa University 2020 - 2020
    3 Ahli Jawatankuasa Spesifikasi Sistem Pengurusan Pentaksiran Ahli Jawatankuasa University 2020 - 2021
    4 PENYEMAK KESETARAAN SILIBUS BAGI PROGRAM IJAZAH SARJANA MUDA Penyemak Faculty/PTj 2020 - 2020
    5 Ahli Jawatankuasa Program Minggu Citra Akademik UniSZA Ahli Jawatankuasa University 2020 - 2020
    6 Ahli Jawatankuasa Kecil Team Building FIK 2019 Ahli Jawatankuasa Faculty/PTj 2019 - 2019
    7 Moderator Embracing IR 4.0 (UniSZA, Oracle, Universitas Pembangunan Nasional Jakarta) Moderator Faculty/PTj 2020 - 2020
    8 Ahli Penyelidik Projek Covid-19 CHaSe Ahli Jawatankuasa University 2020 - 2021
    9 PENYEMAK KESETARAAN SILIBUS PROGRAM IJAZAH SARJANA MUDA FIK DAN IJAZAH SARJANA MUDA PROGRAM LUAR Penyemak Faculty/PTj 2020 - 2020
    10 AHLI JAWATANKUASA PROGRAM CARNIVAL ON E-LEARNING (UniCEL) 2020 Ahli Jawatankuasa University 2020 - 2020
    11 Ahli Jawatankuasa Penyelidikan, Infrastruktur, Inovasi Dan Pembangunan Fakulti Informatik Dan Komputeran, UniSZA Kampus Besut Ahli Jawatankuasa Faculty/PTj 2020 - 2020
    12 Ahli Jawatankuasa Analisis Pembelajaran (Learning Analytics) UniSZA Ahli Jawatankuasa University 2021 - 2023
    13 JAWATANKUASA PELAKSANA PENYEDIAAN PLATFORM DIGITAL FESTIVAL OF IDEAS KPT Ahli Jawatankuasa University 2021 - 2021
    14 Jawatankuasa Spesifikasi East Coast Competence Centre Ahli Jawatankuasa University 2019 - 2019
    15 Ahli Jawatankuasa Program FIK - Oracle Hackathon 2021 Ahli Jawatankuasa Faculty/PTj 2021 - 2021
    16 JAWATANKUASA PROGRAM UniSZAPreneur (UP) 2021 Ahli Jawatankuasa University 2021 - 2021
    17 AHLI JAWATANKUASA PELAKSANA PERTANDINGAN MERDEKA HACKATON ANJURAN FAKULTI INFORMATIK DAN KOMPUTERAN DENGAN KERJASAMA ORACLE CORPORATION DAN PUSAT KERJAYA TEKNOUSAHAWAN DAN JARINGAN PINTAR Ahli Jawatankuasa Faculty/PTj 2021 - 2021
    18 Ahli Jawatankuasa Penyelidikan dan Pembangunan Fakulti Informatik dan Komputeran bagi Tahun 2021 Ahli Jawatankuasa Faculty/PTj 2021 - 2021
    19 AHLI JAWATANKUASA PERSIDANGAN FIK Ahli Jawatankuasa Faculty/PTj 2021 - 2021
    20 Ahli Jawatankuasa Teknikal Sistem Outcome Based Education (OBE) UniSZA Ahli Jawatankuasa University 2021 - 2023
    21 Ahli Kumpulan Pelaksana Projek COVID-19 Health Risk Assessment (CHASE) Ahli Jawatankuasa University 2020 - 2021
    22 Ahli SIG Kluster Perubatan Komuniti Ahli University 2014 - 2014
    23 Ahli Jawatankuasa Pendigitalan Kamus Besar Arab-Melayu Dewan UniSZA-DBP Ahli Jawatankuasa University 2021 - 2021
    24 Fakulti Informatik dan Komputeran - PROGRAM UniSZAPRENEUR 2021 Mentor Faculty/PTj 2021 - 2022
    25 Tiktok UNISZA Ahli Jawatankuasa University 2022 - 2022
    26 LTPK Ahli Jawatankuasa University 2022 - 2022
    27 Unisza (Penilai Dalaman FRGS) Penilai Geran Dalam University 2023 - 2023
    28 Co organiser conference chase Ahli Jawatankuasa University 2023 - 2023
    29 Penilai I-Portfolio Anugerah Akademik University Juri/Hakim University 2023 - 2023
    30 PEMERIKSA DALAM PEPERIKSAAB LISAN VIVA VOCE - MUHAMMAD KAMAL ARIF BIN RAZALI Pengerusi Viva Faculty/PTj 2023 - 2023
    31 PENCERAMAH BAGI PROGRAM FIK RESEARCH STORMING DAY FIK Penceramah Faculty/PTj 2023 - 2023
    32 Bengkel Penyelidikan dan Penulisan Berimpak Tinggi Penceramah Faculty/PTj 2023 - 2023
    33 Bengkel AI tool efficient writing Peserta Faculty/PTj 2023 - 2023
    34 PEMERIKSA DALAM BAGI PEPERIKSAAN LISAN (VIVA VOCE) - MUHAMMAD KAMAL ARIF RAZALI Pemeriksa Dalam Sarjana University 2023 - 2023
    35 AJK PANEL PENILAI I-PORTFOLIO ANUGERAH AKADEMIK AAU Ahli Jawatankuasa University 2023 - 2023
    36 3rd INTERNATIONAL CONFERENCE ON INFORMATICS, COMPUTING AND APPLIED MATHEMATICS 2024 Ahli Jawatankuasa University 2024 - 2024
    37 PERMOHONAN GERAN DALAMAN UNIVERSITI TAHUN 2024 Penilai Geran Dalam University 2024 - 2024
    38 Penyelia LI Semester 2024/2025 Penyelia Faculty/PTj 2024 - 2025
    39 AAU UniSZA 2024 Ahli Jawatankuasa University 2024 - 2024
    40 Cadanagn Penyelidikan Sarjana Peringkat FP Panel Penilai University 2024 - 2024
    41 PERMOHONAN GERAN PENYELIDIKAN KELESTARIAN TAHUN 2024 Penilai Geran Dalam University 2024 - 2024
    Contribution to Community

    46 records
    No Body/Institution Appointment Category Year
    1 AHLI JAWATANKUASA PROGRAM KHIDMAT MASYARAKAT PENGHAYATAN MAAL HIJRAH 1442H ANJURAN PUSAT AKTIVITI WARGA EMAS DENGAN KERJASAMA FAKULTI INFORMATIK DAN KOMPUTERAN Ahli Jawatankuasa District 2020 - 2020
    2 Speaker - Social Media Analytic for Big Data, Telkom University Penceramah International 2020 - 2020
    3 REVIEWER - IEEE ACCESS Penilai Jurnal Berindeks Scopus/ISI International 2020 - 2020
    4 AHLI JAWATANKUASA PROGRAM KHIDMAT MASYARAKAT KOMUNITI HARMONI ANJURAN GFINTECH SDN. BHD Ahli Jawatankuasa State 2020 - 2021
    5 AHLI JAWATANKUASA PROGRAM KOMUNITI HARMONI DAN GOTONG-ROYONG DI KAMPUNG TEMBILA, BESUT Ahli Jawatankuasa Village 2020 - 2020
    6 Analisis Pilihan Raya Menggunakan Teks Analitik dan Pengunaan AI Mengurangkan Risiko Covid-19 di Organisasi di BERNAMA Pembentang Plenari National 2022 - 2022
    7 International University Carnival on E-Learning (IUCEL 2021) Juri/Hakim National 2022 - 2022
    8 Ministry of Science, Technology and Innovation (MOSTI) Pembentang Plenari National 2021 - 2021
    9 Sains Malaysiana -"IS FACEBOOK PROPHET SUPERIOR THAN HYBRID ARIMA MODEL TO FORECAST CRUDE OIL PRICE Penilai Jurnal Berindeks Scopus/ISI International 2021 - 2021
    10 Engineering Applications of Artificial Intelligence (EAAI)-"A flexible deep learning-aware framework for travel time prediction considering traffic event Penilai Jurnal Berindeks Scopus/ISI International 2021 - 2021
    11 IEEE ACCESS - Fake News: The Art of Deception and the Need for Cross-Domain Detection Penilai Jurnal Berindeks Scopus/ISI International 2021 - 2021
    12 Malaysian National News Agency Penasihat National 2022 - 2022
    13 UNIVERSITAS MUHAMMADIYAH TASIKMALAYA Pensyarah Pelawat International 2022 - 2022
    14 Times Higher Education (THE) Jawatan dalam Agensi Luar/Tempatan International 2022 - 2022
    15 Malaysian National News Agency Penasihat National 2022 - 2022
    16 Majlis E-Pembelajaran IPTA (MEIPTA) Jawatan dalam Agensi Luar/Tempatan National 2023 - 2023
    17 Journal of Data Science and Intelligent Systems - https://ojs.bonviewpress.com/index.php/jdsis/edb Ahli Lembaga Editor jurnal Lain-lain Indeks International 2023 - 2023
    18 Journal of Data Science & Intelligence System (JDSIS) - Special Issues (Special Issue on Advancements and Applications of IR 5.0 for Benefit of Society) Ketua Editor Jurnal Lain-lain Indeks International 2023 - 2023
    19 Malaysian National News Agency Penasihat Industry 2023 - 2023
    20 Universiti Malaysia Kelantan Penilai Program Akademik National 2023 - 2023
    21 Tech Press Science Journal Ahli Lembaga Editor jurnal Berindeks Scopus/WOS International 2023 - 2023
    22 Malaysian Journal of Analytics Science-"Exploring YouTube Comments to Understand Public Sentiment on COVID-19 Vaccines through Deep Learning-based Sentiment Analysis Penilai Jurnal Lain-lain Indeks National 2023 - 2023
    23 Journal of Autonomous Intelligence-Significant applications of Data Science in Supply Chain and Logistics Penilai Jurnal Berindeks Scopus/ISI National 2023 - 2023
    24 Engineering Application of Artificial Intelligence-Big Data-assisted Urban Governance: A Comprehensive System for Business Documents Classification of the Government Hotline Penilai Jurnal Berindeks ISI Q1 International 2023 - 2023
    25 Malaysian National News Agency Penasihat Industry 2023 - 2023
    26 University Management and Technology, Pakistan - ERUM MRHMOOD Pemeriksa Luar PHD International 2023 - 2023
    27 UMT - AHED MLEIH FALAH AL-SBOU Pemeriksa Luar PHD National 2023 - 2023
    28 Education and Information Technologies-Training Computational Thinking for Designing Penilai Jurnal Berindeks ISI Q1 International 2023 - 2023
    29 EXTERNAL ADVISOR FOR BACHELOR OF BUSINESS ANALYTICS WITH HONOURS AT THE FACULTY OF ENTERPRENEURSHIP AND BUSINESS Auditor National 2023 - 2023
    30 PEMBENTANG JEMPUTAN BAGI 2ND AGILEMAS RESEARCH IN HIGH PERFORMANCE SPORTS COLLOQUIUM Pembentang National 2023 - 2023
    31 SESI PENDIDIKAN DAN PERKONGSIAN PENGETAHUAN Penceramah National 2023 - 2023
    32 FRGS Peringkat Kebangsaan Panel Penilai National 2023 - 2023
    33 Universiti Kolej Teknologi Bestari PENCERAMAH SEMINAR IT: NAVIGATING THE FUTURE OF AI Penceramah Industry 2023 - 2023
    34 LETTER AS INVITED SPEAKER FOR TECH TALK SERIES: A JOURNEY FROM IDEATION TO COMMERCIALISATION Penceramah National 2023 - 2023
    35 Education and Information Technologies-EMID:858447608e5e9881 Penilai Jurnal Berindeks Scopus/ISI National 2023 - 2023
    36 Journal of data science and intelligent system Ahli Lembaga Editor jurnal Lain-lain Indeks International 2024 - 2024
    37 International Guest Lecture activity in Universitas Muhammadiyah Tasikmalaya (UMTAS) Indonesia Pembentang Jemputan International 2024 - 2024
    38 ASIA COMPUTATIONAL INTELLIGENCE SOCIETY (ACIS) Ahli International 2024 - 2024
    39 DPF KPT 2023-2024 Panel Penilai National 2024 - 2024
    40 PPRN 2.0 Panel Penilai National 2024 - 2024
    41 UNIVERSITAS MUHAMMADIYAH TASIKMALAYA INTERNATIONAL OFFICE (KANTOR URUSAN INTERNASIONAL) Profesor Pelawat International 2024 - 2024
    42 Seminar Artificial Intelligence in Service Pembentang Ucaptama International 2024 - 2024
    43 Bengkel Penggunaan AI bagi projek data speak news Pengajar National 2024 - 2024
    44 Seminar Kesedaran Kelebihan dan Ancaman AI Penceramah State 2024 - 2024
    45 Workshop Introduction to Machine Learning and Data Visualization using Orange Software Penceramah National 2024 - 2024
    46 SESI PENGAJARAN KOLABORATIF BAGI KOD KURSUS DATA MINING (ISP565) Penceramah National 2024 - 2024
    Consultation

    7 records
    No Body/Institution Appointment Category Year
    1 PERUNDING/PENYELIDIK BAGI PEMBANGUNAN SISTEM CHaSe UniSZA Perunding University 2020 - 2020
    2 Mitez Solutions Sdn Bhd Pakar Rujuk/Pakar Bidang Industry 2021 - 2021
    3 Lembaga Muzium Negeri Terengganu Pakar Rujuk/Pakar Bidang State 2022 - 2022
    4 Masjid Rawai - Bicara Ilmu Bersama Pakar Bidang Pakar Rujuk/Pakar Bidang Faculty/PTj 2022 - 2022
    5 Malaysian National News Agency Perunding Industry 2023 - 2023
    6 Malaysian National News Agency Perunding Industry 2023 - 2023
    7 MUZIUM NEGERI TERENGGANU & TM (TM NATIONAL DIGITAL HUNT) Pakar Rujuk/Pakar Bidang State 2023 - 2023
    Training

    7 records
    No Training/Workshop Start Date End Date Venue Organizer
    1 Applied Data Analytics 2023-08-15 2023-08-16 Petaling Jaya Fusionex Academy
    2 Certified Data Science Specialist 2020-12-14 2020-12-18 Virtual Classroom iTrain Malaysia
    3 Research Seminar: Big Data 2015-08-27 2015-08-28 Universiti Melaya FSKTM, Universiti Malaya
    4 Intelligence Data Mining and Knowledge Discovery with practical session using MatLab 2013-04-08 2013-04-09 Kuala Lumpur TEKBAC Singapore
    5 IBM Cognos Bussiness Intelligence Workshop 2012-10-02 2012-10-04 IBM Plaza Kuala Lumpur IBM Malaysia Sdn Bhd
    6 MDeC Industry Academia Programme: Provision of Training for Trainers on Java & MySQL Technologies 2012-04-22 2012-04-26 Makmal 14B3, UiTM (Terengganu) MDec, KPT dan Fakulti Sains Komputer dan Matematik UiTM
    7 Workshop for Imagine Cup competition 2011-02-27 2011-02-28 Kuala Lumpur microsoft

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