ACADEMIC STAFF
+  Fakulti Kejuruteraan Kimia & Sumber Asli (103)
+  Fakulti Kejuruteraan Awam & Sumber Alam (57)
+  Fakulti Kejuruteraan Elektrik & Elektronik (85)
+  Fakulti Sistem Komputer & Kejuruteraan Perisian (84)
+  Fakulti Kejuruteraan Mekanikal (95)
+  Fakulti Sains & Teknologi Industri (96)
+  Fakulti Kejuruteraan Pembuatan (57)
+  Fakulti Teknologi Kejuruteraan (62)
+  Fakulti Pengurusan Industri (50)
+  Pusat Bahasa Moden & Sains Kemanusiaan (98)
 

Search by Name Expertise

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. AUTOMATIC ETHNICITY IDENTIFICATION FROM FACIAL IMAGES BASED ON SKIN COLOUR AND TEXTURE FEATURES USING MACHINE LEARNING TECHNIQUE Member 05-SEP-2018 04-SEP-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 Leader 05-APR-2018 04-APR-2020 Sedang Berjalan
3. A CODE CLONE DETECTION MODEL FOR .NET PLATFORM APPLICATIONS Member 01-APR-2018 31-MAR-2020 Sedang Berjalan
4. A COOPERATIVE CO-EVOLUTIONARY ALGORITHM FOR FUZZY MODELLING IN CANCER CLASSIFICATION Member 01-APR-2018 31-MAR-2020 Sedang Berjalan
5. An improved step-counting hill climbing algorithm in vehicle routing problem Member 15-JUN-2017 16-JUN-2019 Sedang Berjalan
6. HYBRID SELF-ORGANIZED SWARM INTELLIGENCE FORENSIC ALGORITHM AND NEURAL NETWORK MODEL IN ESTIMATING AGE FOR ASIAN POPULATIONS Member 15-JUN-2017 14-JUN-2019 Sedang Berjalan
7. A Two-Stage Random Forest Method for Gene Selection and Classification of Cancer Microarray Data Leader 01-JUN-2017 01-JUN-2019 Sedang Berjalan
8. A NEW MASKING MODEL IN IMAGE AND VIDEO PROCESSING Member 15-MAY-2017 14-MAY-2019 Sedang Berjalan
9. PROTECTING CONFIDENTIAL CLINICAL INFORMATION USING STEGANOGRAPHY TECHNIQUE Member 15-MAY-2017 14-MAY-2019 Sedang Berjalan
10. 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%
   

For best view, please use Mozilla Firefox, Internet Explorer 7.0 or above with resolution 1024 x 768 pixel.

Copyright 2011 Universiti Malaysia Pahang