Prof. Madya Dr. Abd. Rasid Bin Mamat

Fakulti Informatik & Komputeran
Pensyarah Universiti (profesor Madya)

arm@unisza.edu.my
Terengganu

  • POSITION
  • BACKGROUND
    • Administrative Responsibility

    Position Start Date End Date
    Penyelaras (Penyelaras Program Akademik (mit/sarjana Teknologi Maklumat (informatik Pengurusan) Mixmode)), Fakulti Informatik & Komputeran29 Oct 202428 Dec 2027
    Penyelaras (Penyelaras Program Akademik (mit/sarjana Teknologi Maklumat (informatik Pengurusan) Mixmode)), Fakulti Informatik & Komputeran10 Feb 202225 Jul 2024
    Academic Qualification
    PHD SAINS KOMPUTER, Universiti Sultan Zainal Abidin (unisza), 2022.
    SARJANA TEKNOLOGI MAKLUMAT, Universiti Utara Malaysia, 2002.
    SARJANA MUDA SAINS KOMPUTER, Universiti Kebangsaan Malaysia, Bangi, 1992.
    Expertise7th Edition
    • Deep Learning for Machine Learning • Digital Image Processing Algorithm and Techniques
    Work Experience
  • Juruanalisa Sistem Di kementerian Kesihatan dari tahun 1994-1997
    • Academic Qualification
    PHD SAINS KOMPUTER, Universiti Sultan Zainal Abidin (unisza), 2022.
    SARJANA TEKNOLOGI MAKLUMAT, Universiti Utara Malaysia, 2002.
    SARJANA MUDA SAINS KOMPUTER, Universiti Kebangsaan Malaysia, Bangi, 1992.
    Expertise7th Edition
    • Deep Learning for Machine Learning • Digital Image Processing Algorithm and Techniques
    Work Experience
  • Juruanalisa Sistem Di kementerian Kesihatan dari tahun 1994-1997

    • Teaching

    Teaching Courses


    35 records
    No Course Code Course Name
    1 CSF12803 PROFESSIONAL PRACTICE IN COMPUTER SCIENCE
    2 CSD23603 SOFTWARE PROJECT MANAGEMENT
    3 CSF21503 DATABASE
    4 CSD23403 SYSTEM ANALYSIS AND DESIGN
    5 CSF21303 DATABASE
    6 CSD23603 SOFTWARE PROJECT MANAGEMENT
    7 CSF21503 DATABASE
    8 CSF11303 HUMAN MACHINE INTERACTION
    9 CSD23203 REQUIREMENTS ENGINEERING AND SOFTWARE DESIGN
    10 CSD23303 SOFTWARE PROJECT MANAGEMENT
    11 CSF21303 DATABASE
    12 CSF12303 SOFTWARE ENGINEERING METHODS
    13 CSD23203 REQUIREMENTS ENGINEERING AND SOFTWARE DESIGN
    14 CSD23303 SOFTWARE PROJECT MANAGEMENT
    15 CSF21303 DATABASE
    16 CSF11403 SOFTWARE ENGINEERING METHODS
    17 CSF11403 SOFTWARE ENGINEERING METHODS
    18 CSD23303 SOFTWARE PROJECT MANAGEMENT
    19 CSF21303 DATABASE
    20 ITD11303 PANGKALAN DATA
    21 ITD13503 PENYELENGGARAAN KOMPUTER
    22 MSD21103 COMPUTER APPLICATION II
    23 CSF11403 SOFTWARE ENGINEERING METHODS
    24 CSD23303 SOFTWARE PROJECT MANAGEMENT
    25 CSF21303 DATABASE
    26 ITD11303 PANGKALAN DATA
    27 ITD13203 ANALISIS DAN REKABENTUK SISTEM
    28 CSF11803 OBJECT ORIENTED PROGRAMMING
    29 CSF21303 DATABASE
    30 MSD21103 COMPUTER APPLICATION II
    31 MSD10603 FUNDAMENTALS OF INFORMATION TECHNOLOGY
    32 CSD23303 SOFTWARE PROJECT MANAGEMENT
    33 ITL11103 ASAS TEKNOLOGI MAKLUMAT
    34 CSF21303 DATABASE
    35 ITD11303 PANGKALAN DATA

    Teaching Innovation


    39 records
    No Sem Course Id Course Name Course Type
    1 Semester 1 Session 2025/2026 CSF21503 Csf21503 Database[certificate] Mod-Blended
    2 Semester 1 Session 2025/2026 CSD23403 System Analysis And Design[certificate] Mod-Blended
    3 Semester 2 Session 2024/2025 CSD23603 Software Project Management[certificate] Mod-Blended
    4 Semester 2 Session 2024/2025 CSF21303 Database [certificate] Mod-Blended
    5 Semester 1 Session 2024/2025 CSF21503 Csf21503 Database[certificate] Mod-Blended
    6 Semester 2 Session 2023/2024 CSF11303 Human Machine Interaction [certificate] Mod-Blended
    7 Semester 2 Session 2023/2024 CSD23303 Software Project Management [certificate] Mod-Blended
    8 Semester 2 Session 2023/2024 CSD23203 Requirements Engineering And Software Design [certificate] Mod-Blended
    9 Semester 1 Session 2023/2024 CSF12303 Csf12303 Software Engineering Methods[certificate] Mod-Blended
    10 Semester 1 Session 2023/2024 CSF21303 Database [certificate] Mod-Blended
    11 Semester 2 Session 2022/2023 CSD23203 Requirements Engineering And Software Design [certificate] Mod-Blended
    12 Semester 2 Session 2022/2023 CSD23303 Software Project Management [certificate] Mod-Blended
    13 Semester 1 Session 2022/2023 CSF21303 Database [certificate] Mod-Blended
    14 Semester 1 Session 2022/2023 CSF11403 Software Engineering Methods [certificate] Mod-Blended
    15 Semester 2 Session 2021/2022 CSF11403 Software Engineering Methods [certificate] Mod-Blended
    16 Semester 2 Session 2021/2022 CSD23303 Software Project Management [certificate] Mod-Blended
    17 Semester 1 Session 2021/2022 ITD11303 Pangkalan Data [certificate] Mod-Blended
    18 Semester 1 Session 2021/2022 CSF21303 Database [certificate] Mod-Blended
    19 Semester 1 Session 2021/2022 ITD13503 Penyelenggaraan Komputer [certificate] Mod-Blended
    20 Semester 2 Session 2020/2021 CSD23303 Software Project Management [certificate] Mod-Blended
    21 Semester 2 Session 2020/2021 MSD21103 Msd21103: Computer Application Ii[certificate] Mod-Blended
    22 Semester 2 Session 2020/2021 CSF11403 Software Engineering Methods [certificate] Mod-Blended
    23 Semester 1 Session 2020/2021 CSF21303 Database [certificate] Mod-Blended
    24 Semester 1 Session 2020/2021 ITD11303 Pangkalan Data [certificate] Mod-Blended
    25 Semester 2 Session 2019/2020 ITD13203 Analisis Dan Rekabentuk Sistem [certificate] Mod-Blended
    26 Semester 2 Session 2019/2020 CSF11803 Object Oriented Programming [certificate] Mod-Blended
    27 Semester 1 Session 2019/2020 CSF21303 Database [certificate] Mod-Blended
    28 Semester 2 Session 2018/2019 MSD21103 Msd21103: Computer Application Ii[certificate] Mod-Blended
    29 Semester 2 Session 2018/2019 MSD10603 Fundamentals Of Information Technology [certificate] Mod-Blended
    30 Semester 2 Session 2018/2019 CSD23303 Software Project Management [certificate] Mod-Blended
    31 Semester 1 Session 2018/2019 ITD11303 Pangkalan Data [certificate] Mod-Blended
    32 Semester 1 Session 2018/2019 ITL11103 Asas Teknologi Maklumat [certificate] Mod-Blended
    33 Semester 1 Session 2018/2019 CSF21303 Database [certificate] Mod-Blended
    34 Semester 2 Session 2017/2018 TKF2263 Computer Application Ii [certificate] Mod-Blended
    35 Semester 2 Session 2017/2018 CSD23303 Software Project Management [certificate] Mod-Blended
    36 Semester 2 Session 2017/2018 CSB35102 Cadangan Projek Ilmiah [certificate] Mod-Blended
    37 Semester 1 Session 2017/2018 ITD11303 Pangkalan Data [certificate] Mod-Blended
    38 Semester 1 Session 2017/2018 CSF21303 Database [certificate] Mod-Blended
    39 Semester 1 Session 2017/2018 CSB35102 Cadangan Projek Ilmiah [certificate] Mod-Blended
    Postgraduates Supervision

    Postgraduate Student


    No Matric No. Name Level Supervision Type Country
    1 SL1271 NORKHAIRANI ABDUL RAWI PhD Co Supervision PARTTIME MALAYSIA
    2 SI4326 FINANTA OKMAYURA PhD Co Supervision FULLTIME INDONESIA
    3 PS0238 AHMAD FAKHRI BIN AB. NASIR PhD Co Supervision FULLTIME MALAYSIA
    4 SI0452 ALIYU MUHAMMAD GHALI MASTER Co Supervision FULLTIME NIGERIA
    Publication

    Journal Articles

    49 records
    No Article Title Year Journal Title Index Name Role
    1 Automatic identification of ficus deltoidea Jack (Moraceae) varieties based on leaf 2014 Modern Applied Science Scopus Co-Author
    2 Image Segmentation Using OpenMP and Its Application in Plant Species Classification 2015 International Journal of Software Engineering and Its Applications Scopus Co-Author
    3 A NOVEL MULTIMEDIA INTERACTIVE APPLICATION TO SUPPORT ROAD SAFETY EDUCATION AMONG PRIMARY SCHOOL CHILDREN IN MALAYSIA 2015 Jurnal Teknologi Scopus Co-Author
    4 Hybrid method to obtain interest region and non interest region for color based image retrieval 2015 International Journal of Advances in Soft Computing and its Applications Scopus Main Author
    5 Automatic Mango Detection Using Texture Analysis and Randomised Hough Transform 2015 Applied Mathematical Sciences Scopus Co-Author
    6 Average analysis method in selecting haralick’s texture features on color co-occurrence matrix for texture based image retrieval 2016 International Journal of Multimedia and Ubiquitous Engineering Scopus Main Author
    7 Extraction of macular disease area using regional statistics technique for human retinal Optical Coherence Tomography (OCT) image 2015 Applied Mathematical Sciences Scopus Co-Author
    8 Technical evaluation on FIQIR road safety from expert's perspective 2016 Journal of Telecommunication, Electronic and Computer Engineering Scopus Co-Author
    9 Region based image retrieval based on texture features 2016 Journal of Theoretical and Applied Information Technology Scopus Main Author
    10 A Framework For Real-Time Andriod Based Location Sharing Application Using GPS Localization Method 2017 World Applied Sciences Journal ERA Co-Author
    11 A Framework for Real-Time Andriod Based Secure Digital Memo System 2017 World Applied Sciences Journal ERA Co-Author
    12 Automatic Mango Detection From Complex Background Image Using Texture Analysis for Agricultural Robotic Eye Application 2017 World Applied Sciences Journal ERA Co-Author
    13 Classification Based on Preference Relation in Soft Set Theory 2017 World Applied Sciences Journal ERA Co-Author
    14 Ficusdeltoidea (Jack) Moraceae Varietal Identification Using Statistical Recognition Approach 2017 World Applied Sciences Journal ERA Co-Author
    15 Hostel Accomodation Allocation Using Rule-Based Techniques: A Case Study for Universiti Sultan Zainal Abidin 2017 World Applied Sciences Journal ERA Co-Author
    16 Early Zika Virus Detection System Using Rules Based Technique 2017 World Applied Sciences Journal ERA Main Author
    17 The Usability of Learning Management System from Student Perspective 2017 World Applied Sciences Journal ERA Co-Author
    18 A Decision Tree Model for Backpackers’ Accomodations Recommender System 2017 World Applied Sciences Journal ERA Co-Author
    19 Rule-Based Technique for Food Ingredient Aware Mobile Application 2017 Malaysian Journal of Applied Sciences Other Index Co-Author
    20 Evaluation of Student Performance in Co-Curricular Activities Based on AHP 2017 World Applied Sciences Journal ERA Co-Author
    21 Diagnosis of Mental Disorder and Stress Self-Treatment using Rule-Based Technique 2017 World Applied Sciences Journal ERA Co-Author
    22 Reconstructing Data for Information Gathering by Law Enforcement 2017 World Applied Sciences Journal ERA Co-Author
    23 Course Recommendation Based on Academic Qualification And Personality Type Using Rule-Based Technique 2017 World Applied Sciences Journal ERA Co-Author
    24 Implementation of a Selection Sort Algorithm for FoodZone Catering System (FoCas) 2017 World Applied Sciences Journal ERA Main Author
    25 Architecture Model for Semantic Classification of Chest X-Ray Images Using Machine Learning Algorithm 2017 World Applied Sciences Journal ERA Co-Author
    26 An empirical analysis of six pseudo-random number generators 2017 Far East Journal of Electronics and Communications Scopus Co-Author
    27 A decision tree based recommender system for backpackers accommodations 2018 International Journal of Engineering and Technology(UAE) Scopus Co-Author
    28 User authentication using Grid Based Method 2018 International Journal of Engineering and Technology(UAE) Scopus Co-Author
    29 Silhouette index for determining optimal k-means clustering on images in different color models 2018 International Journal of Engineering and Technology(UAE) Scopus Main Author
    30 Performance comparison of neural network training algorithms for modeling customer churn prediction 2018 International Journal of Engineering and Technology(UAE) Scopus Co-Author
    31 Entity entity -based parameterization for distinguishing distributed denial of service from flash events 2018 International Journal of Engineering and Technology(UAE) Scopus Co-Author
    32 Noise removal using statistical operators for efficient leaf identification 2018 International Journal of Computer Aided Engineering and Technology Scopus Co-Author
    33 Digital dissemination of information about mosque activities to communities 2018 International Journal of Engineering and Technology(UAE) Scopus Co-Author
    34 Modelling decision support system for selection maahad tafiz center using analytical hierarchal analysis 2019 Indonesian Journal of Electrical Engineering and Computer Science Scopus Main Author
    35 Least square method technique for predicting the acquisition of raw materials and sales of crisp for small and medium enterprises 2019 International Journal of Recent Technology and Engineering Scopus Main Author
    36 Data mining techniques in food safety 2020 International Journal of Advanced Trends in Computer Science and Engineering Scopus Co-Author
    37 Challenges in providing access to health facilities for rural citizens in developing countries 2021 International Journal of Engineering Trends and Technology Scopus Co-Author
    38 Ensemble selection and combination based on cost function for UCI datasets 2021 Journal of Theoretical and Applied Information Technology Scopus Co-Author
    39 Key Performance Indicator (KPI) Indicator Management Systems Using Weighted Sum Methods 2017 World Applied Sciences Journal ERA Co-Author
    40 Review of random early detection optimization for congestion control in vehicular ad hoc networks 2023 Indonesian Journal of Electrical Engineering and Computer Science Scopus Co-Author
    41 Region-based image retrieval using region of interest (ROI) according to incremental frame and clustering color image 2022 International Journal of Advanced and Applied Sciences Scopus , ESCI Main Author
    42 Review Of Iot And Developing Hand Gesture Recognition Easy Device (HGRED) For Disabled People 2023 Malaysian Journal of Computing And Applied Mathematics Other Index Co-Author
    43 Implementation Of Various Software Testing Techniques On Merit Based Management System For Behavioral Autism Spectrum Disorder (MBMSB-ASD) 2022 Journal of Theoretical and Applied Information Technology Scopus Main Author
    44 Addition chain heuristics in application to elliptic curve cryptosystems 2024 International Journal of Advances in Applied Sciences Scopus Co-Author
    45 Color image encryption using chaotic-based cryptosystem 2024 Mathematical Modeling and Computing Scopus Main Author
    46 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
    47 A Random Early Detection (RED) Techniques To Overcome The Congestion Problem In Vehicular Adhoc Networks (VANETS) 2023 Journal of Theoretical and Applied Information Technology Scopus Co-Author
    48 Electronic Circuit and Complete Synchronization via Active Backstepping Control for a New Chaotic 3-D Jerk System 2025 Nonlinear Dynamics and Systems Theory Scopus Main Author
    49 Comparative study on fine-tuning deep learning models for fruit and vegetable classification 2025 International Journal of Advances in Applied Sciences Scopus Main Author

    Book

    7 records
    No Type Book Name Chapter Name Year Publisher Role
    1 Book
    Chapter    		 INNOVATION UNVEILED BRIDGING THEORY AND PRACTICE SUPPLY CHAIN FOR PROCESSED OIL DISTRIBUTION USING LOAD BALANCING 2024 UMK PRESS Co-Author
    2 Book
    Chapter    		 INNOVATION UNVEILED: BRIDGING THEORY AND PRACTICE ON THE DIRECTION OF FINAL YEAR PROJECT FOR COMPUTING DEGREE STUDENTS 2024 UMK PRESS Co-Author
    3 Book
    Chapter    		 Innovation Unveiled Bridging Theory and Practice CHAPTER 3 LEAST SQUARE METHOD TECHNIQUE FOR PREDICTING THE ACQUISITION OF RAW MATERIALS AND SALES OF CRISP FOR SMALL AND MEDIUM ENTERPRISES Abd Rasid Mamat, Hasni Hasan, Mohamad Afendee Mohamed and Norkhairani Abd Rawi 2024 UMK Press Main Author
    4 Book
    Chapter    		 Pandemik Covid-19 dan Perubahan Landskap Kehidupan Masyarakat Applikasi Perbincangan Maya Sebagai Alat Kelangsungan Pekerjaan Semasa PKP 2023 PENERBIT UNIVERSITI MALAYSIA PAHANG Co-Author
    5 Book
    Chapter    		 Pandemik Dalam Era Digital Peranan ICT Dalam Menerajui Masyarakat Isu dan Cabaran Penggunaan Teknologi Blockchain dalam Pengurusan Pandemik COVID-19 2025 Penerbit UniSZA Co-Author
    6 Book
    Chapter    		 Pandemik Dalam Era Digital : Peranan ICT Dalam Menerajui Masyarakat Bab 3 : Laluan Optimum untuk Perkhidmatan Penghantaran Makanan dan Barangan Semasa Pandemik 2025 Penerbit UniSZA Co-Author
    7 Book
    Chapter    		 PANDEMIK DALAM ERA DIGITAL - PERANAN ICT DALAM MENERAJUI MASYARAKAT Peranan ICT dalam Kehidupan Sosial Semasa Era Pandemik Covid-19 2025 PENERBIT UNIVERSITI SULTAN ZAINAL ABIDIN Co-Author

    Proceeding

    11 records
    No Article Title Year Conference Name Venue Scopus Indexed Role
    1 Investigation the Performance of Haralicks's Texture Features on Color Cooccurance Matrix for Image Retrieval 2014 3rd International Conference on Informatics & Applications Kuala Terengganu, Terengganu, Malaysia None Main Author
    2 Removal of Noise Using Filters for Efficient Leaf Identification 2015 1st ICRIL-International Conference on Innovation in Science and Technology (IICIST 2015) UTM Other Index Co-Author
    3 Determination of mango fruit from binary image using randomized Hough transform 2015 8th International Conference on Machine Vision, ICMV 2015; Barcelona; Spain Scopus Co-Author
    4 Psychomotor Assessment Rubric For Computing Courses: Preliminary Observation 2017 International Conference on Teaching and Learning in Higher Education (ICTLHE) 2017 Universiti Malaysia Terengganu Other Index Co-Author
    5 Entity-based Parameterization for Distinguishing Distributed Denial of Service from Flash Events 2017 International Conference on Informatics, Computing and Applied Mathematics 2017 UniSZA, Kuala Nerus, Terengganu Other Index Co-Author
    6 Performance Comparison of Neural Network Training Algorithms for Modeling Customer Churn Prediction 2017 International Conference on Informatics, Computing and Applied Mathematics UNISZA Kampus Gong Badak Other Index Co-Author
    7 Pre School selection system using Analytic Hierarchy Process (AHP): Implementation and Usability Study 2017 2017 IEEE 2nd International Conference on Automatic Control and Intelligent Systems (I2CACIS) Kota Kinabalu, sabah Scopus Co-Author
    8 Solah Guide During Illness (SGDI) Mobile App as Supporting Tools during Recovery Process 2019 International Conference on E-Learning (ICOEL 2019) UNIMAS Other Index Co-Author
    9 Image Segmentation Techniques to Support Manual Chest X-Ray Interpretation 2022 17th Annual Scientific International Conference for Business on Digital Economy and Business Analytics, SICB 2021 Amman Scopus Co-Author
    10 A Fine-Tuning Hyperparameters for Performance Comparison of Fruit Ripeness Classification Using a Convolutional Neural Network 2025 3rd International Conference on Artificial Intelligence of Things, AIoT 2024 Istanbul Scopus Main Author
    11 Optimizing Heart Disease Prediction Using Fusion Feature Selection and Stacking Ensemble Approach 2025 3rd International Conference on Artificial Intelligence of Things, AIoT 2024 Istanbul Scopus Co-Author

    Non-research Publication

    2 records
    Ref. No No Article Title Publication Name Year Publication Type Role Status
    1 CPS10-1656 Garis Panduan Latihan Industri Diploma FAKULTI INFORMATIK DAN KOMPUTERAN, UniSZA 2023 Modul/Manual Co-Author
    2 CPS10-1657 GARIS PANDUAN LATIHAN INDUSTRI IJAZAH FAKULTI INFORMATIK DAN KOMPUTERAN, UniSZA 2023 Modul/Manual Co-Author

    Policy

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

    Research Grants

    22 records
    No Research Title Grant Name Category Year value Role
    1 A NEW PIXEL SHUFFLING FORMULA BASED ON 4-D HAMILTONIAN CHAOTIC SYSTEM FOR A ROBUST COLOR IMAGE ENCRYPTION TECHNIQUE SKIM GERAN PENYELIDIKAN FUNDAMENTAL (FRGS) KPM 2020 - 2023 79200.00
    2 A NEW APPROACH IN EDUCATIONAL ACTIVITIES WITH AUGMENTED REALITY (AR) FOR SPECIAL NEEDS CHILDREN IN MALAYSIA SKIM GERAN PENYELIDIKAN FUNDAMENTAL (FRGS) KPM 2021 - 2025 107000.00
    3 Histogram-based Tomato Ripeness Identification GERAN DALAMAN UNIVERSITI UNISZA 2014 - 2016 20000.00
    4 APLIKASI MULTIMEDIA INTERAKTIF DALAM PEMBELAJARAN KESELAMATAN JALAN RAYA DI MALAYSIA GERAN DALAMAN UNIVERSITI UNISZA 2015 - 2015 8000.00
    5 Hybrid Approach for Content Based Image Retrieval (CBIR) using colour and texture GERAN DALAMAN UNIVERSITI UNISZA 2015 - 2017
    6 Histogram-based approach for tomato ripeness identification GERAN DALAMAN UNIVERSITI UNISZA 2014 - 2016 20000.00
    7 An Investigation Into Innovative Image Encryption For Cognitive Services In Intelligent Transportation System GERAN ANTARABANGSA LAIN-LAIN 2024 - 2026 20000.00
    8 EXPOSURE OF ROBOTICS AND AI TECHNOLOGY AMONG ORPHANAGE STUDENTS GERAN KNOWLEDGE TRANSFER PROGRAMME (KTP)(UNIVERSITI) UNISZA 2024 - 2025 15000.00
    9 Web Services Based Multimedia Data Manager in High Performance Computing Environment DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2015 - 2017 20000.00
    10 Enhancing Region Based Image Retrieval framework for color image data set using Region of Interest DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2017 - 2020 7000.00
    11 Predictive Analytics for Heart Disease Based on Ensemble Methods of Artificial Neural Network DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2017 - 2019 7000.00
    12 Modelling Semantic Image Classification for Chest X-Ray Dataset using Machine Learning Algorithm DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2017 - 2020 20000.00
    13 Online Virtual Doctor Application System With Secure Communication Technique DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2018 - 2019 20000.00
    14 A new model of fruit Ripeness Classification using Convolution Neural Network (CNN) DANA PENYELIDIKAN UNIVERSITI 1.0 (DPU 1.0) UNISZA 2023 - 2026 20000.00
    15 IMPLEMENTATION OF CONVOLUTIONAL NEURAL NETWORK (CNN) IN IDENTIFYING OPACITY AND LUCENCY RELATED TO CXR IMAGES IN HOSZA DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2024 - 2026 20000.00
    16 IMPLEMENTATION OF CONVOLUTIONAL NEURAL NETWORK (CNN) IN IDENTIFYING OPACITY AND LUCENCY RELATED TO CXR IMAGES IN HOSZA DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2024 - 2026 20000.00
    17 IMPLEMENTATION OF CONVOLUTIONAL NEURAL NETWORK (CNN) IN IDENTIFYING OPACITY AND LUCENCY RELATED TO CXR IMAGES IN HOSZA DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2024 - 2026 20000.00
    18 Building Fire and Smoke Detection Model using Convolutional Neural Network and YOLO DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2025 - 2026 20000.00
    19 Building Fire and Smoke Detection Model using Convolutional Neural Network and YOLO DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2025 - 2026 20000.00
    20 Building Fire and Smoke Detection Model using Convolutional Neural Network and YOLO DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2025 - 2026 20000.00
    21 Building Fire and Smoke Detection Model using Convolutional Neural Network and YOLO DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2025 - 2026 20000.00
    22 Building Fire and Smoke Detection Model using Convolutional Neural Network and YOLO DANA PENYELIDIKAN UNIVERSITI 2.0 (DPU 2.0) UNISZA 2025 - 2026 20000.00

    Intellectual Property

    6 records
    No Product/ Services Title Year Publication Type Role
    1 FIQIR Road Safety 2015 Copyright Co-Researcher
    2 Electronic Mental Assessment and Self-Treatment System (e-MAST) 2018 Copyright Co-Researcher
    3 Mosque Made Merrier (MoMM 2018 Copyright Co-Researcher
    4 Solah Guide During Illness (LY2019004814) 2019 Copyright Co-Researcher
    5 E-UniSZA Autism Care Centre (EUACC) (LY2020002471) 2020 Copyright Co-Researcher
    6 CLINIC VISION: IMPROVING THE OPERATIONAL EFFICIENCY OF CLINICS WITH FACE RECOGNITION SYTEM BASED ON CONVOLUTIONAL NEURAL NETWORK 2024 Copyright Co-Researcher

    Commercialization

    0 records
    No Title Commercialization Status Year Role
    Award

    15 records
    No Award Title Product Name Institution Category Year Role
    1 Gold OTHERS 2025 MYPADDI:PADDY DISEASE DETECTION SYSTEM OTHERS 2025 International 2025 Principal Investigator
    2 Gold OTHERS 2025 DERMAscan: SKIN DISEASE DETECTION USING DEEP LEARNING OTHERS 2025 International 2025 Principal Investigator
    3 Bronze MPI 2025 DERMAscan: SKIN DISEASE DETECTION USING DEEP LEARNING MPI 2025 National 2025 Principal Investigator
    4 Bronze MPI 2023 Hand Gesture Recognition Easy Device (HGRED) MPI 2023 National 2023 Member
    5 Gold MPI 2022 ARTistics (Augmented Reality for Autistic & Slow Learner ) MPI 2022 National 2022 Member
    6 Silver MPI 2021 PPR FOR DYSLEXIA CHILDREN MPI 2021 National 2021 Member
    7 Bronze UniCEL 2020 ASSIGNMENT MANAGER UniCEL 2020 University 2020 Member
    8 Gold UniCEL 2019 OLAH GUIDE DURING ILLNESS UniCEL 2019 University 2019 Member
    9 Gold UniCEL 2018 A Quick and Practical Electronic Mental Assessment and Self-Treatment System (e-MAST) using Rule-Based Technique UniCEL 2018 University 2018 Member
    10 Gold IUCEL 2018 MOSQUE MADE MERRIER IUCEL 2018 National 2018 Member
    11 Bronze MPI 2017 Mouse Movement Behavioral Biometric for Static User Authentication MPI 2017 National 2017 Member
    12 Gold IUCEL 2016 A Novel Multimedia Interactive Application to Support Road Safety Education Among Primary School Children in Malaysia IUCEL 2016 National 2016 Member
    13 Participant MPI 2016 Interactive Tools for Supporting Fardhu Kifayah: I-Jenazah MPI 2016 National 2016 Member
    14 Gold ITEX 2015 Fiqir Road Safety ITEX 2015 National 2015 Member
    15 Gold ITEX 2015 Fiqir Road Safety ITEX 2015 National 2015 Member
    Contribution to University

    42 records
    No Body/Institution Appointment Category Year
    1 Ahli Jawatankuasa Hal Ehwal Pelajar dan Alumni FIK Ahli Jawatankuasa Faculty/PTj 2020 - 2020
    2 Urustia Program Stem World Water Monitoring Day 2018 Ahli Jawatankuasa Faculty/PTj 2018 - 2018
    3 Panel Penilai Pembentangan Awal Projek Tahun Akhir Semester II Sesi 2018/2019 Panel Penilai Faculty/PTj 2019 - 2019
    4 Panel Penilai Pembentangan Awal Projek Tahun Akhir Semester II Sesi 2018/2019 Panel Penilai Faculty/PTj 2019 - 2019
    5 Jawatankuasa Penyediaan Dokumen Akreditasi Penuh (MQA-02) Ahli Jawatankuasa Faculty/PTj 2018 - 2018
    6 Jawatankuasa Penyediaan Dokumen bagi Penilaian Audit Verifikasi Program DTM, DTMM dan ISMSK(PP) Ahli Jawatankuasa Faculty/PTj 2018 - 2018
    7 Jawatankuasa Penyediaan Dokumen bagi Penilaian Audit Verifikasi Program DTM, DTMM dan ISMSK(PP) Ahli Jawatankuasa Faculty/PTj 2018 - 2018
    8 Ahli Jawatankuasa Prasiswazah (JPF) FIK Ahli Jawatankuasa Faculty/PTj 2018 - 2018
    9 Ahli Jawatankuasa Prasiswazah (JPF) FIK Ahli Jawatankuasa Faculty/PTj 2018 - 2018
    10 Panel Penilai Pembentangan Kemajuan Projek Tahun Akhir (Diploma) Sem 1 2018/19 Panel Penilai Faculty/PTj 2018 - 2018
    11 PENYEMAK KESETARAAN SILIBUS BAGI PROGRAM IJAZAH SARJANA MUDA Penyemak Faculty/PTj 2020 - 2020
    12 PELANTIKAN SEBAGAI AHLI JAWATANKUASA TEAM BUILDING FAKULTI INFORMATIK DAN KOMPUTERAN, UNISZA KAMPUS BESUT Ahli Jawatankuasa Faculty/PTj 2019 - 2019
    13 Ahli Jawatankuasa Kecil Team Building FIK 2019 Ahli Jawatankuasa Faculty/PTj 2019 - 2019
    14 PENYEMAK KESETARAAN SILIBUS PROGRAM IJAZAH SARJANA MUDA FIK DAN IJAZAH SARJANA MUDA PROGRAM LUAR Penyemak Faculty/PTj 2020 - 2020
    15 Penilai Artikel Malaysian Journal of Computing and Applied Mathematics Penilai Jurnal Berindeks Scopus/ISI University 2020 - 2020
    16 Urusetia Persidangan Kebangsaan Alam Sekitar, Sosial dan Pembangunan (ASOP) 2018e Ahli Jawatankuasa University 2018 - 2018
    17 Proposal Defence Postgraduate - 26 & 29 Nov 2018 Panel Penilai Faculty/PTj 2018 - 2018
    18 Panel Penilai Pembentangan Awal Projek Tahun Akhir Ijazah Panel Penilai Faculty/PTj 2018 - 2018
    19 Pasukan Promosi Pameran Pendidikan UNISZA Tahun 2019 Ahli Jawatankuasa University 2019 - 2019
    20 Secretariat Transportation, Accomodation & Visit, International Conference on Informatics, Computing & Applied Mathematics Ahli Jawatankuasa University 2017 - 2017
    21 Fakulti - Pelaksana Program Team Building FIK 2022 Ahli Jawatankuasa Faculty/PTj 2022 - 2022
    22 Fakulti - Bagi semakan semula keputusan akhir semester sesi 2021/2022 Ahli Jawatankuasa Faculty/PTj 2021 - 2022
    23 Ahli Mesyuarat JKPF FIK Ahli Jawatankuasa Faculty/PTj 2022 - 2022
    24 University Panel Penilai University 2022 - 2022
    25 FIK Panel Penilai Faculty/PTj 2022 - 2022
    26 Pembentangan Awal Projek ITD21404 Panel Penilai Faculty/PTj 2022 - 2022
    27 University Ahli Jawatankuasa University 2022 - 2022
    28 Muhammad Shazmil bin Mohd Sabilan Pemeriksa Dalam Sarjana University 2023 - 2023
    29 PERSATUAN STAF AKADEMIK 2023 Ahli University 2023 - 2023
    30 PENYELIA FINAL YEAR PROJECT I (CSF35104) PROGRAM ISM SEMESTER I 2023/2024 Penyelia Faculty/PTj 2023 - 2023
    31 MyJCAM-Performance evalution of low-energy Penilai Jurnal Lain-lain Indeks University 2024 - 2024
    32 MyJCAM-Thalacare: Empower -Dehr Penilai Jurnal Lain-lain Indeks University 2024 - 2024
    33 MyJCAM-DEHR Penilai Jurnal Lain-lain Indeks University 2024 - 2024
    34 MyCAM Ahli Lembaga Editor jurnal Lain-lain Indeks Faculty/PTj 2024 - 2024
    35 Latihan Industri Semester I Sesi 2024/2025 Penyelia Faculty/PTj 2024 - 2024
    36 Geran Dalaman Tahun 2024 Penilai Geran Dalam University 2024 - 2024
    37 AHLI PERSATUAN STAF AKADEMIK UNIVERSITI SULTAN ZAINAL ABIDIN (PSA UniSZA) Ahli University 2025 - 2025
    38 LANTIKAN SEBAGAI PANEL PENILAI BAGI PERMOHONAN GERAN DALAMAN UNIVERSITI Panel Penilai University 2025 - 2025
    39 Malaysia Journal of Computing and Applied Mathematics Ahli Lembaga Editor jurnal Lain-lain Indeks Faculty/PTj 2024 - 2025
    40 Malaysia Journal of Computing and Applied Mathematics (MyJCAM)- A FACIAL RECOGNITION SYSTEM FOR DETECTING CHEATING THROUGH EMOTION AND GAZE Penilai Jurnal Lain-lain Indeks University 2025 - 2025
    41 Journal MyJCAM- A COMPUTATIONAL BIBLIOMETRIC AND SYSTEMATIC REVIEW OF KANSEI ENGINEERING IN WE? Penilai Jurnal Lain-lain Indeks University 2025 - 2025
    42 Malaysia Journal of Computing and Applied Mathematics-MODELING THE DETERMINANTS OF SUSTAINABLE COMPETITIVE ADVANTAGE IN PRIVATE UNIVERSITIES USING STRUCTURAL EQUATION MODELING, Penilai Jurnal Lain-lain Indeks University 2025 - 2025
    Contribution to Community

    16 records
    No Body/Institution Appointment Category Year
    1 JK Pelaksana Program Keselamatan Siber Bersama Komuniti di Pulau Redang Ahli Jawatankuasa District 2020 - 2020
    2 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
    3 AHLI JAWATANKUASA PROGRAM KHIDMAT MASYARAKAT KOMUNITI HARMONI ANJURAN GFINTECH SDN. BHD Ahli Jawatankuasa State 2020 - 2021
    4 Member - Institute of Research Engineers and Doctors (IRED) Ahli International 2019 - 2022
    5 AHLI JAWATANKUASA PROGRAM KHIDMAT KOMUNITI IT4U: CYBER HEROES & COMMUNITY ENGAGEMENT Ahli Jawatankuasa District 2019 - 2019
    6 AHLI JAWATANKUASA PROGRAM KOMUNITI HARMONI DAN GOTONG-ROYONG DI KAMPUNG TEMBILA, BESUT Ahli Jawatankuasa Village 2020 - 2020
    7 All India Council For Technical Skill Development Ahli International 2022 - 2022
    8 University - PSA UniSZA Ahli Jawatankuasa National 2022 - 2022
    9 University Ahli International 2022 - 2022
    10 IAENG - INTERNATIONAL ASSOCIATATION OF ENGINEERS Ahli International 2023 - 2023
    11 JEMPUTAN MENYERTAI PROGRAM KHIDMAT KOMUNITI DI KAMPUNG PULAU PERHENTIAN Peserta Village 2023 - 2023
    12 Unisza Ahli District 2024 - 2024
    13 Programe KTP Pendedahan Teknologi AI & IOT Penceramah State 2024 - 2024
    14 4TH INTERNATIONAL CONFERENCE ON BUSINESS, MANAGEMENT, ENVIRONMENTAL, AND SOCIAL SCIENCE 2024 (BMESS-2024) Ahli Jawatankuasa International 2024 - 2024
    15 PERKAYA Penceramah State 2025 - 2025
    16 PENCERAMAH PROGRAM KNOWLEDGE TRANSFER PROGRAM (KTP) PENDEDAHAN TEKNOLOGI KECERDASAN BUATAN (AI) & INTERNET BENDA (IOT) - ROBOTIK DI KALANGAN ANAK YATIM ASRAMA PERKAYA TERENGGANU Penceramah State 2025 - 2025
    Consultation

    2 records
    No Body/Institution Appointment Category Year
    1 SME bagi semakan kesetaraan silibus program ijazah sarjana muda Pakar Rujuk/Pakar Bidang Faculty/PTj 2022 - 2022
    2 Expert reviewr: Conceptual framework of enhancing gamified learning approach for improving student engagement in learning management system Pakar Rujuk/Pakar Bidang Faculty/PTj 2024 - 2024
    Training

    1 records
    No Training/Workshop Start Date End Date Venue Organizer
    1 Open Web Application Security Project(OWASP) KL2011 2011-09-20 2011-09-21 MIIT, UNIversiti Kuala Lumpur MIIT, Universiti Kuala Lumpur

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