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
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 Sedang Berjalan
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 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%