Logo UMK Expert

PROF. MADYA TS. DR. HADHRAMI BIN AB GHANI

FACULTY OF DATA SCIENCE AND COMPUTING
hadhrami.ag@umk.edu.my

PROFESOR MADYA (TETAP)
Scopus Google Scholar

WOS CV
GROUP OF EXPERTISE
  1. ADVANCES IN LANE MARKING DETECTION ALGORITHMS FOR ALL-WEATHER CONDITIONS | MAIN | 2021-08
  2. 5G NOMA USER GROUPING USING DISCRETE PARTICLE SWARM OPTIMIZATION APPROACH | CORRESPNDG | 2021-12
  3. RECENT SYSTEMATIC REVIEW ON STUDENT PERFORMANCE PREDICTION USING BACKPROPAGATION ALGORITHMS | CO | 2022-06
  4. DEFINING FACTORS IN HOSPITAL ADMISSIONS DURING COVID-19 USING LSTM-FCA EXPLAINABLE MODEL | CO | 2022-10
  5. A COMPARATIVE STUDY OF MACHINE LEARNING ALGORITHMS FOR VIRTUAL LEARNING ENVIRONMENT PERFORMANCE PREDICTION | CO | 2023
  6. TRAFFIC LIGHT COUNTER DETECTION COMPARISON USING YOU ONLY LOOK ONCEV3 AND YOU ONLY LOOK ONCEV5 FOR VERSION 3 AND 5 | CO | 2023
  7. DEEP LEARNING APPROACH TO DDOS ATTACK WITH IMBALANCED DATA AT THE APPLICATION LAYER | CO | 2023
  8. INTRUSION DETECTION SYSTEM FOR IMBALANCE RATIO CLASS USING WEIGHTED XGBOOST CLASSIFIER | CO | 2023
  9. FACE MASK DETECTION AND COUNTING USING YOU ONLY LOOK ONCE ALGORITHM WITH JETSON NANO AND NVDIA GIGA TEXEL SHADER EXTREME | CO | 2023
  10. CONTENTION-BASED TRAFFIC PRIORITY MAC PROTOCOLS IN WIRELESS BODY AREA NETWORKS: A THEMATIC REVIEW | CO | 2023
  11. TODDLER MONITORING SYSTEM IN VEHICLE USING SINGLE SHOT DETECTOR-MOBILENET AND SINGLE SHOT DETECTOR-INCEPTION ON JETSON NANO | CO | 2023
  12. ARTIFICIAL INTELLIGENCE IMPACT ON THE GLOBAL FARMINGSYSTEM CONCERNING AGRICULTURE: A SYSTEMATICREVIEW | CO | 2023
  13. A COMPREHENSIVE EVALUATION OF MULTICLASS IMBALANCE TECHNIQUES WITH ENSEMBLE MODELS IN IOT ENVIRONMENTS | CO | 2024
  14. A HYBRID CONTEXTUAL FRAMEWORK TO PREDICT SEVERITY OF INFECTIOUS DISEASE: COVID-19 CASE STUDY | CO | 2024-09
  15. IMBALANCED DATA HANDLING IN MULTICLASS DISTRIBUTED DENIAL OF SERVICE ATTACK DETECTION USING DEEP LEARNING | CO | 2024
  16. ENHANCING ROAD IMAGE CLARITY WITH RESIDUAL NEURAL NETWORK DEHAZING MODEL | CO | 2024
  17. MOBILE VIEWER SYSTEM DESIGN FOR EXTENDING MEDICAL DIAGNOSTIC IMAGING NETWORKS | CO | 2020
  18. AIOT: BRIDGING THE GAP BETWEEN ARTI CIAL INTELLIGENCE AND THE INTERNET OF THINGS | CO | 2024
  19. DEFINING FACTORS IN HOSPITAL ADMISSIONS DURING COVID-19 USING LSTM-FCA EXPLAINABLE MODEL | CO | 2022-10
  1. INTERNET OF THINGS FOR INDOOR ENVIRONMENT MONITORING OF SWIFTLET FARMS | CO | 2020
  2. GARIS PANDUAN PEMBANGUNAN PROGRAM AKADEMIK (GPPPA), UMK | CO | 2022
  1. AN ENHANCED FEATURE SELECTION METHOD FOR MULTI-CLASS GENE EXPRESSION DATA USING RELAXED LASSO AND GENETIC ALGORITHM | MEMBER | UMK-FUND | 2020
  2. AN ENHANCED FEATURE SELECTION METHOD FOR MULTI-CLASS GENE EXPRESSION DATA USING RELAXED LASSO AND GENETIC ALGORITHM | MEMBER | UMK-FUND | 2022
  3. ARABIAR CARDS: PEMBANGUNAN PROTOTAIP APLIKASI PINTAR BERTERASKAN TEKNOLOGI REALITI TERIMBUH UNTUK PEMBELAJARAN KOSA KATA BAHASA ARAB | MEMBER | PRGS | 2023
  4. COVID-19 IMPACT ANALYSIS: IDENTIFYING PRINCIPAL FACTORS WITH ENSEMBLE MACHINE LEARNING METHODS | MEMBER | UMK-FUND | 2020
  5. COVID-19 IMPACT ANALYSIS: IDENTIFYING PRINCIPAL FACTORS WITH ENSEMBLE MACHINE LEARNING METHODS | MEMBER | UMK-FUND | 2022
  6. DEEP TRANSFORMERS MODEL WITH ATTENTION RANKING AGGREGATION AND TECHNICAL INDICATORS FEATURES IN STOCK PRICE MOVEMENT PREDICTION OF BURSA MALAYSIA | MEMBER | FRGS | 2023
  7. DEVELOPMENT OF ASYNCHRONOUS V2V WITH NLOS VEHICULAR SENSING | MEMBER | FRGS | 2020
  8. EXPLAINABLE DEEP LEARNING MODEL USING MODIFIED FORMAL CONCEPT ANALYSIS FOR TIME-SERIES FORECASTING OF TRAFFIC VOLUMES IN MALAYSIA | HEAD | FRGS | 2023
  9. IMPROVE THE CHATBOTS USING DEEP LEARNING TECHNIQUES | MEMBER | UMK-FUND | 2020
  10. INDOOR INTERNET OF THINGS (IOT) TRACKING ALGORITHM DEVELOPMENT BASED ON RADIO SIGNAL CHARACTERISATION | MEMBER | FRGS | 2020
  11. INTERFERENCE MITIGATION MECHANISM FOR LARGE ANTENNA SYSTEMS WITH ANT-COLONY BASED USER GROUPING MODELLING | MEMBER | FRGS | 2020
  12. MOTION AND EMOTION DETECTION FOR EDUCATION AND WORK ENVIRONMENT USING IMPROVED ARTIFICIALAND SWARM INTELLIGENCE MACHINE VISION SYSTEM | HEAD | UMK-MATCH | 2023
  13. MOTION AND EMOTION DETECTION FOR EDUCATION AND WORK ENVIRONMENT USING IMPROVED ARTIFICIAL AND SWARM INTELLIGENCE MACHINE VISION SYSTEM | HEAD | UMK-MATCH | 2022
  14. PREDICTING THE POPULARITY OF TWEETS USING INTERNAL AND EXTERNAL KNOWLEDGE: AN EMPIRICAL BAYES TYPE APPROACH | MEMBER | UMK-FUND | 2020
  15. ROAD MARKER CLASSIFICATION MECHANISM USING SLOPE CONTOUR ANALYSIS IN RAINY AND FOGGY DAYS | MEMBER | FRGS | 2020
  16. USER GROUPING MECHANISM USING DISCRETE PARTICLE SWARM OPTIMIZATION FOR 5G NOMA SYSTEMS | HEAD | UMK-FUND | 2020
  17. USER GROUPING MECHANISM USING DISCRETE PARTICLE SWARM OPTIMIZATION FOR 5G NOMA SYSTEMS | HEAD | UMK-FUND | 2022
  1. CURRENT PRACTICES IN ALL AND COMPUTER VISION FOR INDUSTRY | HEAD | 2022
  2. PROJEK CURRENT PRACTICES IN AI AND COMPUTER VISION FOR INDUSTRY TELEKOM MALAYSIA BERHAD | HEAD | 2022
AWARD(S)
  • Award Name: Anugerah Perkhidmatan Cemerlang (APC) Tahun 2021 (2022)
    Awarded by: Universiti Malaysia Kelantan
RESEARCH AWARD(S)
  • Product Name: SECURE AND ENERGY-EFFICIENT SYSTEM FOR MOSQUE BUILDINGS USING SWARM INTELLIGENCE APPROACH
    Award: GOLD
    Role: Member
    Exhibition Name:RESEARCH INNOVATION COMMERCIALISATION & ENTREPRENEURSHIP SHOWCASE 2021 16th NOVEMBER 2021
  • Product Name: DEEP RESIDUAL NEURAL NETWORK DEHAZING MODEL FOR HAZY ROAD IMAGE ENHANCEMENT
    Award: GOLD
    Role: Member
    Exhibition Name:iNVENTX INVENTION EXHIBITION 2023
  • Product Name: LONG SHORT TERM MEMORY (LSTM) - FORMAL CONCEPT ANALYSIS (FCA) EXPLAINABLE AI MODEL
    Award: SPECIAL
    Role: Member
    Exhibition Name:INNOVATIVE RESEARCH, INVENTION AND APPLICATION EXHIBITION
  • Product Name: Smart Power Duo-fill: AI-Powered Twin Hopper Filling System
    Award: SILVER
    Role: Member
    Exhibition Name:International Research and Innovation Symposium and Exposition (RISE) 2023
  • Product Name: FACE MASK DETECTION AND COUNTING USING YOLO ALGORITHM WITH JETSON NANO AND NVDIA GIGA TEXEL SHADER EXTREME
    Award: SILVER
    Role: Head
    Exhibition Name:Carnival of Research and Innovation 2023
  • Product Name: MATHEMATICAL MASTERY UNLEASHED: EMPOWERING STUDENTS WITH SCILAB AND CLOUD-OCTAVE FOR MOBILE MATH EDUCATION
    Award: SILVER
    Role: Head
    Exhibition Name:International Teaching Enhancement and Learning Innovation Carnival 2023
  • Product Name: CODEVENGER: DESIGN THINKING FOR ENHANCING STUDENTS¿ UNDERSTANDING OF REQUIREMENT GATHERING AND ANALYSIS VIA SCAVENGER HUNT
    Award: BRONZE
    Role: Member
    Exhibition Name:International Teaching Enhancement and Learning Innovation Carnival 2023
  • Product Name: Face Mask Detection and Counting using YOLO Algorithm with Jetson Nano and NVDIA GTX
    Award: BRONZE
    Role: Member
    Exhibition Name:Innovative & Inventive Research Project Competition (i2RPC
  • Product Name: LONG SHORT TERM MEMORY (LSTM) - FORMAL CONCEPT ANALYSIS (FCA) EXPLAINABLE AI MODEL
    Award: BRONZE
    Role: Member
    Exhibition Name:INNOVATIVE RESEARCH, INVENTION AND APPLICATION EXHIBITION
  • Product Name: BOOKJE APPLICATION FOR MULTI-PURPOSE EASY-TO-MAKE BOOKING TASKS
    Award: BRONZE
    Role: Head
    Exhibition Name:Carnival of Research and Innovation 2023
  • Product Name: Ecowatch: Intelligent Water Pollution Detection and Monitoring System
    Award: BRONZE
    Role: Member
    Exhibition Name:Pertandingan Inovasi Penyelidikan. Konvensyen Inovasi & Teknikal Nuklear Malaysia (NITC) 2023
  • Product Name: Codevenger: Design Thinking for Enhancing Students' Understanding of Requirement Gathering and Analysis Via Scavenger Hunt
    Award: BRONZE
    Role: Member
    Exhibition Name:International University Carnival on E-Learning 2023 (IUCEL 2023)
  • Product Name: GOCART : Trolley Detection And Management System
    Award: NONE
    Role: Member
    Exhibition Name:Industry-University Challenge 2022
EDUCATION(S)
  • (2011) IMPERIAL COLLEGE LONDON
    IJAZAH DOKTOR FALSAFAH KEJURUTERAAN ELEKTRIK TELEKOMUNIKASI
  • (2007) IMPERIAL COLLEGE LONDON
    DIPLOMA COMMUNICATIONS AND SIGNAL PROCESSING
  • (2005) UNIVERSITY OF MELBOURNE
    IJAZAH SARJANA KEJURUTERAAN TELEKOMUNIKASI
  • (2002) MULTIMEDIA UNIVERSITY
    IJAZAH SARJANA MUDA KEJURUTERAAN
  • (1997) SEKOLAH ALAM SHAH KUALA LUMPUR
    SPM
WORKING EXPERIENCE(S)
  • Tutor | Multimedia University
    01-May-2002-01-May-2005
  • Lecturer | Multimedia University
    01-Jun-2002-01-Jul-2017
  • Senior Lecturer | Multimedia University
    01-Jul-2017-01-Sep-2020
COURSES TAUGHT
Subject Code Description
APT2043 APPLICATION OF INFORMATION TECHNOLOGY FOR BUSINESS
JFT10101 SEMINAR FOR INDUSTRIAL REVOLUTION 4.0
JFT10202 INTRODUCTION TO BIG DATA ANALYTICS
JIE31703 DIGITAL ENTREPRENEURSHIP I
JIE32003 DIGITAL ENTREPRENEURSHIP II
JIE32602 CAPSTONE I
JIE32703 COMPUTATIONAL INTELLIGENCE
JIE33104 PRACTICES IN BIG DATA II
JIT10203 FUNDAMENTAL OF PROGRAMMING
JIT10303 MATHEMATICAL COMPUTING
JIT10703 CYBER SECURITY
SUPERVISION
  • Anomaly-Driven Feature Reweighting (ADFR) For Enhanced Detection Of Minority-Class Intrusions In Network Security Systems | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • DATA SCIENCE VISUALIZATION MODEL TO DETERMINE THE SUPERIOR | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • DEEP LEARNING MECHANISMS FOR DDOS ATTACKS DETECTION ON APPLICATION LAYER IN IAAS NETWORKS | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • Detection Of Grain Damage Using Feature Extraction With Convolutional Neural Network And Random Forest Algorithms Based On Color, Shape, And Size | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • EXPLAINABLE DEEP LEARNING MODEL USING MODIFIED FORMAL CONCEPT ANALYSIS FOR TIME-SERIES FORECASTING OF TRAFFIC VOLUME IN MALAYSIA | MAIN SUPERVISOR FOR A MASTER'S STUDENT
  • Enhancing Energy Efficiency And Security In Heterogeneous IOT Networks Through Federated Learning | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • INTEGRATION OF SENSING AND COMMUNICATION FOR THE PERVASIVE INTERNET OF THINGS: HUMAN¿S UNOBTRUSIVE SENSING, APPLICATIONS, TRENDS AND CHALLENGES | CO SUPERVISOR FOR A PHD'S STUDENT
  • MALICIOUS NETWORK TRAFFIC DETECTION IN DNS USING MACHINE LEARNING ALGORITHMS FOR IMBALANCED CLASSIFICATION | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • MANDARIN ASSESSMENT APPLICATION DESIGN USING AI-BASED ASSESSMENT MECHANISM FOR IMPROVING WRITING SKILLS | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • Motion Detection For Education Environment Using Improved Artificial And Swarm Intellligence Machine Vision System | MAIN SUPERVISOR FOR A MASTER'S STUDENT
  • PENERAPAN ARTIFICIAL NEUREL NETWORK UNTUK MENGIDENTIFIKASI POLA SERANGAN DENGAN INTRUSION DETECTION SYSTEM | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • PREDICTIVE ANALYSIS ON STUDY PATHWAYS FOR SECONDARY SCHOOL LEAVERS | MAIN SUPERVISOR FOR A PHD'S STUDENT
  • Research Proposal: Cryptography Innovation: The Transformative Potential of Homomorphic Encryption in Bridging Data Security and Data Functionality | MAIN SUPERVISOR FOR A PHD'S STUDENT