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Home> FSK1000-FAKULTI SISTEM KOMPUTER & KEJURUTERAAN PERISIAN

DR. KOHBALAN A/L MOORTHY

Contact No. : 095492112
Gender : MALE
Nationality : MALAYSIA
Current Positon : DS51-A-PENSYARAH UNIVERSITI
E-Mail : kohbalan@ump.edu.my
 
ACADEMIC QUALIFICATION
. 2016 : IJAZAH KEDOKTORAN (DOCTORAL DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI)
. 2011 : IJAZAH SARJANA MUDA (BACHELOR DEGREE), UNIVERSITI TEKNOLOGI MALAYSIA (SKUDAI)
 
EXPERTISE
EXPERT AREA MAJOR YEARS OF EXPERTISE LEVEL
BIOINFORMATICS GENE SELECTION / FEATURE SELECTION / VARIABLE SELECTION
5
SANGAT TINGGI
CANCER INFORMATICS CANCER CLASSIFICATION / PREDICTION
5
SANGAT TINGGI
MACHINE LEARNING SUPERVISED LEARNING
5
SANGAT TINGGI
MULTIVARIATE ANALYSIS MICROARRAY GENE EXPRESSION ANALYSIS
3
SANGAT TINGGI
STATISTICS MISSING VALUE IMPUTATION
3
SANGAT TINGGI
 
EMPLOYMENT HISTORY
EMPLOYER POST JOIN DATE RESIGN DATE STATUS
Teledirect Telecommerce (Malaysia) SALES EXECUTIVE 01/12/2006 30/06/2007 TETAP
Infovalley Group Of Companies BIOINFORMATICS SOFTWARE ENGINEER 01/12/2009 31/05/2010 TETAP
Universiti Teknologi Malaysia RESEARCH ASSISTANT 01/01/2012 30/06/2015 KONTRAK
   
RESEARCH
NO. TITLE ROLE START DATE END DATE STATUS
1. A HYBRID ALGORITHM OF RANDOM FOREST AND SUPPORT VECTOR MACHINE (RF-SVM) TO SELECT INFORMATIVE GENES FOR HIGHER CLASSIFICATION ACCURACY OF CANCER MICROARRAY DATA Leader 05-APR-2018 04-APR-2020 Sedang Berjalan
2. A CODE CLONE DETECTION MODEL FOR .NET PLATFORM APPLICATIONS Member 01-APR-2018 31-MAR-2020 Sedang Berjalan
3. A COOPERATIVE CO-EVOLUTIONARY ALGORITHM FOR FUZZY MODELLING IN CANCER CLASSIFICATION Member 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. HYBRID SELF-ORGANIZED SWARM INTELLIGENCE FORENSIC ALGORITHM AND NEURAL NETWORK MODEL IN ESTIMATING AGE FOR MULTIPLE POPULATIONS Member 15-JUN-2017 14-JUN-2019 Sedang Berjalan
6. A Two-Stage Random Forest Method for Gene Selection and Classification of Cancer Microarray Data Leader 01-JUN-2017 01-JUN-2019 Sedang Berjalan
7. PROTECTING CONFIDENTIAL CLINICAL INFORMATION USING STEGANOGRAPHY TECHNIQUE Member 15-MAY-2017 14-MAY-2019 Sedang Berjalan
8. A NEW MASKING MODEL IN IMAGE AND VIDEO PROCESSING Member 15-MAY-2017 14-MAY-2019 Sedang Berjalan
9. An Enhanced Algorithm of a Hybrid Newton Strength Competitive Genetic Algorithm for in Silico Multi-objective Optimization of Biochemical System Production Member 29-JUN-2016 28-JUN-2018 Tamat
   
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION
REFEREED PUBLICATION
JOURNAL A Review of Gene Selection Tools in Classifying Cancer Microarray Data 01/06/2017 30
JOURNAL An Improved Parallelized mRMR for Gene Subset Selection in Cancer Classification 29/09/2017 15
JOURNAL Optimisation of Biochemical Systems Production using Hybrid of Newton Method, Differential Evolution Algorithm and Cooperative Coevolution Algorithm 01/10/2017 15
JOURNAL A Review of Gene Selection Tools in Classifying Cancer Microarray Data 01/01/2015 30
JOURNAL A Review on Bioinformatics Enrichment Analysis Tools towards Functional Analysis of High Throughput Gene Set Data 01/01/2015 20%
JOURNAL Biological Analysis of Microarray Data Using Orthogonal Forward Selection with a Clustering Approach 01/06/2015 33%
CONFERENCE PAPER Gene Selection on an Improved Iterative Feature Elimination Random Survival Forest 02/11/2014 33%
CONFERENCE PAPER Random Forest and Gene Ontology for Functional Analysis of Microarry Data 08/11/2014 20%
JOURNAL A Review on Missing Value Imputation Algorithms for Microarray Gene Expression Data 01/02/2014 100%
BOOK CHAPTER Multiclass Prediction for Cancer Microarray Data Using Various Variables Range Selection Based on Random Forest 01/01/2013 100%
BOOK CHAPTER Multiple Gene Sets for Cancer Classification Using Gene Range Selection Based on Random Forest 01/01/2013 100%
CONFERENCE PAPER Multiclass Prediction for Cancer Microarray Data Using Various Variables Range Reduction Based on Random Forest 17/04/2013 100%
CONFERENCE PAPER Multiple Gene Sets for Cancer Classification Using Gene Range Selection Based on Random Forest 20/03/2013 100%
BOOK CHAPTER Random Forest for Gene Selection and Microarray Data Classification 01/01/2012 100%
JOURNAL Multivariate Analysis of Gene Expression Data and Missing Value Imputation Based on LLSimpute Algorithms 24/12/2012 100%
CONFERENCE PAPER Multivariate Analysis of Gene Expression Data and Missing Value Imputation Based on LLSimpute Algorithms 24/12/2011 100%
CONFERENCE PAPER Random Forest for Gene Selection and Microarray Data Classification 22/07/2011 100%
JOURNAL Random Forest for Gene Selection and Microarray Data Classification 28/09/2011 100%
   

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