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Home> FSK1000-FAKULTI KOMPUTERAN

TS. DR. MOHD ARFIAN BIN ISMAIL

Contact No. : 094244673
Gender : MALE
Nationality : MALAYSIA
Current Positon : DS51-A-PENSYARAH UNIVERSITI
E-Mail : arfian@ump.edu.my
 
ACADEMIC QUALIFICATION
. 2015 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA, SKUDAI
. 2011 : IJAZAH SARJANA (MASTERS DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI)
 
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL
MACHINE LEARNING FUZZY SYSTEM, ARTIFICIAL NEURAL NETWORK
5
SANGAT TINGGI
SOFT COMPUTING OPTIMIZATION METHOD
5
SANGAT TINGGI
 
EMPLOYMENT HISTORY
No Record.

   
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS
1. BONE FRACTURE RECOGNITION USING DEEP LEARNING METHOD ON PLAIN RADIOGRAPHS Member 25-DEC-2023 24-DEC-2026 Sedang Berjalan
2. A HYDBRID APPROACH TO FUZZINESS BASED LONG SHORT-TERM MEMORY NETWORK FOR EMAIL SPAM DETECTION (FLSTM) Leader 15-JUL-2023 14-JUN-2026 Sedang Berjalan
3. AUGMENTED REALITY APPLICATIONS IN EDUCATION: FORMULATION OF TEACHER'S READINESS PROFILING Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan
4. OUTDOOR MULTI-OBJECTS OCCLUSION DETECTION USING A CONVOLUTIONAL NEURAL NETWORK BASED MODEL AND SINGLE SHOT DETECTOR ALGORITHM FOR VISUALLY IMPAIRED PEOPLE Member 15-DEC-2022 14-DEC-2024 Sedang Berjalan
5. CRYPTOJACKING DETECTION SYSTEM USING PRODUCT MOMENT CORRELATION COEFFICIENT (PMCC) HEATMAP AND MACHINE LEARNING INTELLIGENCE Member 01-DEC-2022 30-NOV-2024 Sedang Berjalan
6. DEEP LEARNING MODEL FOR AUTOMATED SKELETON BONE AGE ASSESSMENT FOR LEFT-HAND BONE X-RAY IMAGES Member 01-NOV-2022 31-OCT-2024 Sedang Berjalan
7. PRIVACY-PRESERVING IN PUBLISHING BIG DATA USING AN IMPROVED SLICING-BASED METHOD AND THE HYBRID FUZZY-JAYA OPTIMIZATION ALGORITHM Leader 01-SEP-2022 31-AUG-2024 Sedang Berjalan
8. A FUZZY SYSTEM BASED IMPROVED JAYA ALGORITHM METHOD FOR OPTIMIZATION OF INTRUSION DETECTION SYSTEMS Leader 01-MAY-2022 30-APR-2024 Sedang Berjalan
9. FORMULATION OF TRUST SCORE METRIC FOR RESOLVING NUMERICAL DATA CONFLICTS FROM MULTIPLE WEB SOURCES Member 07-SEP-2021 06-SEP-2023 Tamat (Perlu hantar laporan akhir)
10. A HYBRIDIZATION OF BUTTERFLY OPTIMIZATION ALGORITHM AND HARMONY SEARCH FOR FUZZY MODELLING IN PHISHING ATTACK DETECTION Leader 10-DEC-2020 09-DEC-2022 Selesai (Mencapai Semua KPI)
11. CLASSIFICATION OF BREAST CANCER DISEASE USING FUZZY-ID3 ALGORITHM BASED ON ASSOCIATION FUNCTION Leader 10-DEC-2020 09-DEC-2022 Selesai (Mencapai Semua KPI)
12. DEVELOPING AN EFFECTIVE PRIVACY PROTECTION FRAMEWORK FOR OMAN'S CURRENT HEALTHCARE SECTOR IN BIG DATA ENVIRONMENT Leader 01-NOV-2020 31-DEC-2022 Selesai (Mencapai Semua KPI)
13. An Evolutionary Diversification-based Learning Algorithm for Model Calibration in Large-Scale Metabolic Systems Member 15-NOV-2019 14-FEB-2022 Selesai (Tidak Mencapai KPI)
14. AN AUTOMATIC RESEARCHER PROFILING SYSTEM FOR UMP EMPLOYING UMPIR DATA Member 01-SEP-2019 30-NOV-2022 Tamat (Perlu hantar laporan akhir)
15. An Enhanced Cooperative Parallel Metaheuristic Method for Parameter Estimation in Large-Scale Biological Models Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI)
16. Convolutional Neural Networks Based Model for Contact Lens Iris Biometric Spoofing Detection in Mobile Application Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI)
17. An Enhanced Deep Learning Algorithm based on Stacked Denoising Autoencoder to identify the informative features in Multi-Omics data Member 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI)
18. GENE REGULATORY NETWORK CONSTRUCTION OF OVARIAN CANCER BASED ON PASSING ATTRIBUTES BETWEEN NETWORK FOR DATA ASSIMILATION Member 15-AUG-2019 14-NOV-2021 Selesai (Mencapai Semua KPI)
19. DESIGN AND PROCESS METAMODELS FOR THE SAFETY-RELATED SOFTWARE APPLICATIONS IN SMART BUILDING SYSTEMS Leader 15-MAR-2019 14-JUN-2021 Selesai (Mencapai Semua KPI)
20. BIG DATA PRIVACY PROTECTION FRAMEWORK BASED ON FUZZY LOGIC AND GENETIC ALGORITHM Leader 15-MAR-2019 14-MAR-2021 Selesai (Mencapai Semua KPI)
21. Hybrid Self-Organized Swarm Intelligence Forensic Algorithm and Neural Network Model in Estimating Age for Multiple Populations Member 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI)
22. Formulation of an enhanced particle swarm optimisation for large scale metabolic network (EMPSO) Member 01-JAN-2019 30-SEP-2021 Selesai (Tidak Mencapai KPI)
23. Optimizing the production of biochemical systems using an improved Newton Cooperative Coevolutionary Algorithm Leader 01-JAN-2019 30-SEP-2021 Selesai (Mencapai Semua KPI)
24. Modelling And Optimisation Of Local Fish Processing Waste For Value Added Product Using Neural Network And Genetic Algorithm For Optimal Process Member 15-OCT-2018 14-JAN-2022 Tamat (Perlu hantar laporan akhir)
25. DENGUE OUTBREAK PREDICTION BASED ON COMPUTATIONAL INTELLIGENCE ALGORITHM Member 15-APR-2018 14-JUL-2020 Selesai (Mencapai Semua KPI)
26. A HYBRID ALGORITHM OF RANDOM FOREST AND SUPPORT VECTOR MACHINE (RF-SVM) TO SELECT INFORMATIVE GENES FOR HIGHER CLASSIFICATION ACCURACY OF CANCER MICROARRAY DATA Member 05-APR-2018 04-OCT-2020 Selesai (Mencapai Semua KPI)
27. A COOPERATIVE CO-EVOLUTIONARY ALGORITHM FOR FUZZY MODELLING IN CANCER CLASSIFICATION Leader 01-APR-2018 30-JUN-2020 Selesai (Mencapai Semua KPI)
28. An improved step-counting hill climbing algorithm in vehicle routing problem Member 15-JUN-2017 16-JUN-2019 Tamat (Perlu hantar laporan akhir)
29. Design by Contract Approach for Safety Verification of Hybrid Software Systems Member 01-JUN-2017 01-JUN-2019 Tamat (Perlu hantar laporan akhir)
30. A Two-Stage Random Forest Method for Gene Selection and Classification of Cancer Microarray Data Member 01-JUN-2017 01-JUN-2019 Selesai (Mencapai Sebahagian KPI)
31. A NEW MASKING MODEL IN IMAGE AND VIDEO PROCESSING Member 15-MAY-2017 14-MAY-2019 Selesai (Mencapai Semua KPI)
32. Development of GPU-based Visual Environment for Metamaterials Design Member 01-JAN-2017 01-JAN-2018 Selesai (Tutup Projek)
33. An Enhanced Algorithm of a Hybrid Newton Strength Competitive Genetic Algorithm for in Silico Multi-objective Optimization of Biochemical System Production Leader 29-JUN-2016 28-JUN-2018 Selesai (Tutup Projek)
   
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION
REFEREED PUBLICATION
JOURNAL A new model for iris data set classification based on linear support vector machine parameter's optimization 15/02/2020 Co-author
BOOK CHAPTER An Improved Algorithm for Optimising the Production of Biochemical Systems 27/11/2019 Main Author
BOOK CHAPTER Missing-Values Imputation Algorithms for Microarray Gene Expression Data 22/05/2019 100
CONFERENCE PAPER A Hybrid of Particle Swarm Optimization and Minimization of Metabolic Adjustment for Ethanol Production of Escherichia Coli 26/06/2019 Co-author
JOURNAL Backpropagation neural network based on local search strategy and enhanced multi-objective evolutionary algorithm for breast cancer diagnosis 01/05/2019 Co-author
JOURNAL Comprehensive survey on big data privacy protection 25/12/2019 Main Author
JOURNAL Fuzzy Modelling using Firefly Algorithm for Phishing Detection 12/12/2019 Main Author
JOURNAL Identifying a Gene Knockout Strategy Using a Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis to Enhance the Production of Succinate and Lactate in Escherichia Coli 01/03/2019 Co-author
JOURNAL Missing-Values Imputation Algorithms for Microarray Gene Expression Data 22/05/2019 Co-author
JOURNAL Optimization of Biochemical Systems Production Using Combination of Newton Method and Particle Swarm Optimization 01/07/2019 Main Author
JOURNAL Review of the machine learning methods in the classification of phishing attack 01/12/2019 Main Author
JOURNAL The acceptance of search-based software engineering techniques: An empirical evaluation using the technology acceptance model 20/05/2019 Co-author
JOURNAL Topologically significant directed random walk with applied walker network in cancer environment 02/05/2019 Co-author
CONFERENCE PAPER A Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis for Enhancing Lactate and Succinate in Escherichia Coli 17/08/2018 Co-author
CONFERENCE PAPER A review on the recent application of jaya optimization algorithm 20/11/2018 Co-author
CONFERENCE PAPER Parameter Estimation of Essential Amino Acids in Arabidopsis thaliana Using Hybrid of Bees Algorithm and Harmony Search 17/08/2018 Co-author
JOURNAL A Relative Tolerance Relation of Rough Set (RTRS) for Potential Fish Yields in Indonesia 01/09/2018 Co-author
JOURNAL A Review of Large-Scale Kinetic Parameters in Metabolic Network Model of Escherichia coli 01/10/2018 Co-author
JOURNAL An Effective Pre-Processing Phase for Gene Expression Classification 09/01/2018 Co-author
JOURNAL An Enhancement of Multi Classifiers Voting Method for Mammogram Image Based on Image Histogram Equalization 28/11/2018 Co-author
JOURNAL An Improved Integrative Random Forest for Gene Regulatory Network Inference for Breast Cancer 01/10/2018 Co-author
JOURNAL Development of GPU-Based Visual Environment for Metamaterials Design 01/10/2018 Co-author
JOURNAL Newton Competitive Genetic Algorithm Method for Optimization the Production of Biochemical Systems 01/10/2018 Main Author
JOURNAL Review on Intrusion Detection System Based on The Goal of The Detection System 28/11/2018 Co-author
JOURNAL An enhanced topologically significant directed random walk in cancer classification using gene expression datasets 01/12/2017 Co-author
JOURNAL Feature Selection and Radial Basis Function Network for Parkinson Disease Classification 01/12/2017 Co-author
JOURNAL Multi-objective Optimization of Biochemical System Production Using an Improve Newton Competitive Differential Evolution Method 25/09/2017 Main Author
JOURNAL Optimisation of Biochemical Systems Production using Hybrid of Newton Method, Differential Evolution Algorithm and Cooperative Coevolution Algorithm 01/10/2017 Main Author
JOURNAL A Hybrid of Optimization Method for Multi-Objective Constraint Optimization of Biochemical System Production 01/11/2015 Main Author
JOURNAL A Newton cooperative genetic algorithm method for in silico optimization of metabolic pathway production 11/05/2015 Main Author
JOURNAL An Improved Method of Newton Method, Genetic Algorithm and Cooperative Coevolutionary Algorithm for Optimization of Metabolic Pathway Production 27/05/2015 Main Author
JOURNAL A Hybrid of Newton Method and Genetic Algorithm for Constrained Optimization method of the Production of Metabolic Pathway 01/11/2014 Main Author
JOURNAL The fuzzy cooperative genetic algorithm (FCoGA): The optimisation of a fuzzy model through incorporation of a cooperative coevolutionary method 01/09/2011 Main Author
EDITORIAL ACTIVITITIES
JOURNAL Advanced Science Letters, 24(10) 01/10/2018 Guest Editor
JOURNAL International Journal of Integrated Engineering - Vol 10, No 6 (2018) 28/11/2018 Editor
   

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