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Home> FSK1000-FAKULTI SISTEM KOMPUTER & KEJURUTERAAN PERISIAN

DR. MOHD ARFIAN BIN ISMAIL

Contact No. : 095492124
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. DENGUE OUTBREAK PREDICTION BASED ON COMPUTATIONAL INTELLIGENCE ALGORITHM Member 15-APR-2018 14-APR-2020 Sedang Berjalan
2. 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-APR-2020 Sedang Berjalan
3. A COOPERATIVE CO-EVOLUTIONARY ALGORITHM FOR FUZZY MODELLING IN CANCER CLASSIFICATION Leader 01-APR-2018 31-MAR-2020 Sedang Berjalan
4. An improved step-counting hill climbing algorithm in vehicle routing problem Member 15-JUN-2017 16-JUN-2019 Sedang Berjalan
5. A Two-Stage Random Forest Method for Gene Selection and Classification of Cancer Microarray Data Member 01-JUN-2017 01-JUN-2019 Sedang Berjalan
6. Design by Contract Approach for Safety Verification of Hybrid Software Systems Member 01-JUN-2017 01-JUN-2019 Sedang Berjalan
7. A NEW MASKING MODEL IN IMAGE AND VIDEO PROCESSING Member 15-MAY-2017 14-MAY-2019 Sedang Berjalan
8. Development of GPU-based Visual Environment for Metamaterials Design Member 01-JAN-2017 01-JAN-2018 Tamat
9. 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 Tamat
   
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION
REFEREED PUBLICATION
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
   

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