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DR. MUHAMMAD AKMAL BIN REMLI

FACULTY OF DATA SCIENCE AND COMPUTING
akmal@umk.edu.my
09-7717174
Scopus Google Scholar WOS
GROUP OF EXPERTISE
  1. AN ENHANCED SEGMENT PARTICLE SWARM OPTIMIZATION ALGORITHM FOR KINETIC PARAMETERS ESTIMATION OF THE MAIN METABOLIC MODEL OF ESCHERICHIA COLI | CO | 2020-08
  2. THE DEVELOPMENT OF PARAMETER ESTIMATION METHOD FOR CHINESE HAMSTER OVARY MODEL USING BLACK WIDOW OPTIMIZATION ALGORITHM | CO | 2020-11
  3. IMPROVING INTELLIGENT PERSONALITY PREDICTION USING MYERS-BRIGGS TYPE INDICATOR AND RANDOM FOREST CLASSIFIER | CO | 2020-11
  4. A REVIEW ON RECENT PROGRESS IN MACHINE LEARNING AND DEEP LEARNING METHODS FOR CANCER CLASSIFICATION ON GENE EXPRESSION DATA | CO | 2021-08
  5. ENHANCED DIRECTED RANDOM WALK FOR THE IDENTIFICATION OF BREAST CANCER PROGNOSTIC MARKERS FROM MULTICLASS EXPRESSION DATA | CO | 2021-09
  6. 5G NOMA USER GROUPING USING DISCRETE PARTICLE SWARM OPTIMIZATION APPROACH | CO | 2021-12
  7. NON-INTRUSIVE LOAD MONITORING FOR APPLIANCE STATUS DETERMINATION USING FEED-FORWARD NEURAL NETWORK | CO | 2022
  8. PARAMETER ESTIMATION IN COMPUTATIONAL SYSTEMS BIOLOGY MODELS: A COMPARATIVE STUDY OF INITIALIZATION METHODS IN GLOBAL OPTIMIZATION | CORRESPNDG | 2022-08
  9. RECENT ADVANCEMENTS AND CHALLENGES OF AIOT APPLICATION IN SMART AGRICULTURE: A REVIEW | CO | 2023
  10. ARTIFICIAL BEE COLONY ALGORITHM IN ESTIMATING KINETIC PARAMETERS FOR YEAST FERMENTATION PATHWAY | CO | 2023
  11. A HYBRID OF ANT COLONY OPTIMIZATION, GENETIC ALGORITHM AND FLUX BALANCE ANALYSIS FOR OPTIMIZATION OF SUCCINIC ACID PRODUCTION IN ESCHERICHIA COLI | CO | 2023
  12. DEEP LEARNING WITH PROCESSING ALGORITHMS FOR FORECASTING TOURIST ARRIVALS | CO | 2023
  13. A COMPARISON OF MACHINE LEARNING TECHNIQUES FOR SENTIMENT ANALYSIS | CO | 2021-04-05
  14. EXPLORING TVET HIGHER EDUCATION TOWARDS LEARNING ANALYTICS IN MALAYSIA | CO | 2023
  15. AN ENHANCED SEGMENT PARTICLE SWARM OPTIMIZATION ALGORITHM FOR KINETIC PARAMETERS ESTIMATION OF THE MAIN METABOLIC MODEL OF ESCHERICHIA COLI | CO | 2020-08
  16. ENHANCED DIRECTED RANDOM WALK FOR THE IDENTIFICATION OF BREAST CANCER PROGNOSTIC MARKERS FROM MULTICLASS EXPRESSION DATA | CO | 2021-09
  17. RECENT ADVANCEMENTS AND CHALLENGES OF AIOT APPLICATION IN SMART AGRICULTURE: A REVIEW | CO | 2023
  18. A REVIEW ON RECENT PROGRESS IN MACHINE LEARNING AND DEEP LEARNING METHODS FOR CANCER CLASSIFICATION ON GENE EXPRESSION DATA | CO | 2021-08
  19. ARTIFICIAL BEE COLONY ALGORITHM IN ESTIMATING KINETIC PARAMETERS FOR YEAST FERMENTATION PATHWAY | CO | 2023
  20. A HYBRID OF ANT COLONY OPTIMIZATION, GENETIC ALGORITHM AND FLUX BALANCE ANALYSIS FOR OPTIMIZATION OF SUCCINIC ACID PRODUCTION IN ESCHERICHIA COLI | CO | 2023
  21. NON-INTRUSIVE LOAD MONITORING FOR APPLIANCE STATUS DETERMINATION USING FEED-FORWARD NEURAL NETWORK | CO | 2022
  22. PARAMETER ESTIMATION IN COMPUTATIONAL SYSTEMS BIOLOGY MODELS: A COMPARATIVE STUDY OF INITIALIZATION METHODS IN GLOBAL OPTIMIZATION | MAIN | 2022-08
  23. DEEP LEARNING WITH PROCESSING ALGORITHMS FOR FORECASTING TOURIST ARRIVALS | CO | 2023
  1. IOT BASED SMART PARKING SYSTEM USING ANDROID APPLICATION | CO | 2020
  2. C PROGRAMMING SKILL LEVELS DETERMINATION USING FUZZY LOGIC | CO | 2021-08
  3. SUPERVISED AND UNSUPERVISED MACHINE LEARNING FOR CANCER CLASSIFICATION: RECENT DEVELOPMENT | CO | 2021-06
  4. DISCRETE PARTICLE SWARM OPTIMIZATION FOR USER GROUPING IN 5G NOMA NETWORKS | CO | 2022
  5. A HYBRID OF BEES ALGORITHM AND REGULATORY ON/OFF MINIMIZATION FOR OPTIMIZING LACTATE PRODUCTION | CO | 2022
  6. AN ENHANCEMENT OF SUCCINATE PRODUCTION USING A HYBRID OF BACTERIAL FORAGING OPTIMIZATION ALGORITHM | CO | 2022
  1. REVOLUSI INDUSTRI 4.0 | CO | 2021
  2. RECENT DEVELOPMENTS OF DEEP LEARNING IN FUTURE SMART CITIES: A REVIEW | CO | 2022
  1. HARNESSING ARTIFICIAL INTELLIGENCE | MAIN | 2020-12-30
  2. TEKNOLOGI AI PERLU JADI AGENDA UTAMA PACU EKONOMI NEGARA | MAIN | 2021-01-06
  3. FOREWORD BY AIBIG DIRECTOR | MAIN | 2023
  4. GENERATIVE AI (GENAI) AND LARGE LANGUAGE MODEL (LLM) | MAIN | 2023
  5. AI SPECTRUM BULLETIN | MAIN | 2023
  6. WUJUDKAN KERJASAMA UNIVERSITI, INDUSTRI HASILKAN CIPTAAN AI UNIK | MAIN | 2023-05-30
  7. THE CORE OF ARTIFICIAL INTELLIGENCE RESEARCH AT AIBIG | MAIN | 2023
  1. A NEW FORMULATION OF ANDROID MALWARE INTRUSION DETECTION SYSTEM MODEL TOWARDS CYBER SECURITY | MEMBER | FRGS-RACER | 2020
  2. AN ENHANCED FEATURE SELECTION METHOD FOR MULTI-CLASS GENE EXPRESSION DATA USING RELAXED LASSO AND GENETIC ALGORITHM | HEAD | UMK-FUND | 2020
  3. AN IMPROVED PENALIZED MACHINE LEARNING ALGORITHM WITH TOPOLOGY-BASED FEATURE SELECTION FOR BIOMARKERS DISCOVERY | MEMBER | KPT | 2020
  4. AN ENHANCED COOPERATIVE PARALLEL METAHEURISTIC METHOD FOR PARAMETER ESTIMATION IN LARGE-SCALE BIOLOGICAL MODELS | MEMBER | FRGS-RACER | 2020
  5. AN ENHANCED DEEP LEARNING ALGORITHM BASED ON STACKED DENOISING AUTOENCODER TO IDENTIFY THE INFORMATIVE FEATURES IN MULTI-OMICS DATA | MEMBER | FRGS-RACER | 2020
  6. AN ENHANCED FEATURE SELECTION METHOD FOR MULTI-CLASS GENE EXPRESSION DATA USING RELAXED LASSO AND GENETIC ALGORITHM | HEAD | UMK-FUND | 2020
  7. AN ENHANCEMENT OF PARTICLE SWARM OPTIMIZATION ALGORITHM FOR PARAMETER ESTIMATION IN COMPUTATIONAL SYSTEMS BIOLOGY MODELS | MEMBER | FRGS-RACER | 2020
  8. COVID-FACE: PROTOTYPE OF FACIAL RECOGNITION TRACKING FOR COVID-19 | MEMBER | UMK-FUND | 2020
  9. COMPUTATIONAL MODELLING OF METAGENOMICS IN POLAR MICROBIOTA FOR BIOMARKERS DISCOVERY THROUGH GENERATIVE ARTIFICIAL INTELLIGENCE | HEAD | GRANT(I/A) | 2023
  10. COVID-19 IMPACT ANALYSIS: IDENTIFYING PRINCIPAL FACTORS WITH ENSEMBLE MACHINE LEARNING METHODS | MEMBER | UMK-FUND | 2020
  11. DEEP GENERATIVE ADVERSARIAL ALGORITHM WITH VARIATIONAL AUTOENCODERS FOR REALISTIC CONSTRUCTION OF NEW SYNTHETIC CELLS IN GENOMICS DATA | HEAD | GERAN ANTARABANGSA | 2023
  12. IMPROVE THE CHATBOTS USING DEEP LEARNING TECHNIQUES | MEMBER | UMK-FUND | 2020
  13. IMPROVED NON-DOMINATED SORTING DIFFERENTIAL SEARCH ALGORITHM AND FLUX BALANCE ANALYSIS FOR OPTIMIZING METABOLITES PRODUCTION AND GROWTH RATE OF MUTANTS (IMPROVED NDS-DSAFBA) | MEMBER | UMK-FUND | 2020
  14. PRIVACY-PRESERVING IN PUBLISHING BIG DATA USING AN IMPROVED SLICING-BASED METHOD AND THE HYBRID FUZZY-JAYA OPTIMIZATION ALGORITHM | MEMBER | FRGS | 2022
  15. USER GROUPING MECHANISM USING DISCRETE PARTICLE SWARM OPTIMIZATION FOR 5G NOMA SYSTEMS | MEMBER | UMK-FUND | 2020
  1. CURRENT PRACTICES IN ALL AND COMPUTER VISION FOR INDUSTRY | MEMBER | 2022
  2. PROJEK CURRENT PRACTICES IN AI AND COMPUTER VISION FOR INDUSTRY TELEKOM MALAYSIA BERHAD | MEMBER | 2022
AWARD(S)
RESEARCH AWARD(S)
  • Product Name: S-IOTP: Integrated Solar-IoT Monitoring and Predictive Maintenance Systems for Irrigation
    Award: GOLD
    Role: Member
    Exhibition Name:CRI 2021 UMK
  • Product Name: S-IOTP: Integrated Solar-IoT Monitoring and Predictive Maintenance Systems for Irrigation
    Award: GOLD
    Role: Member
    Exhibition Name:INTERNATIONAL EXHIBITION & SYMPOSIUM ON PRODUCTIVITY, INNOVATION, KNOWLEDGE, EDUCATION & DESIGN (i-SPiKE 2021)
  • Product Name: High-Precision of Solar Tracking System For Smart Irrigation System using IoT
    Award: SILVER
    Role: Member
    Exhibition Name:eCRI2020
  • Product Name: Low Cost of Temperature-Controlled Apparatus For Pigment Extraction using Cloud Monitoring
    Award: BRONZE
    Role: Member
    Exhibition Name:eCRI2020
EDUCATION(S)
  • (2018) UNIVERSITI TEKNOLGI MALAYSIA
    IJAZAH DOKTOR FALSAFAH SAINS KOMPUTER
  • (2014) UNIVERSITI TEKNOLGI MALAYSIA
    IJAZAH SARJANA SAINS SAINS KOMPUTER
  • (2006) UNIVERSITI TEKNOLGI MALAYSIA
    IJAZAH SARJANA MUDA SAINS KOMPUTER
  • (2000) SEK MEN TEKNIK KUALA KRAI
    SPM