TS. DR. KOHBALAN A/L MOORTHY

	Contact No. : - 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 ARTIFICIAL INTELLIGENCE MACHINE LEARNING 12 SANGAT TINGGI CANCER INFORMATICS CANCER CLASSIFICATION / PREDICTION 5 SANGAT TINGGI BIOINFORMATICS GENE SELECTION / FEATURE SELECTION / VARIABLE SELECTION 5 SANGAT TINGGI IMAGE PROCESSING AND PATTERN RECOGNITION TEXT RECOGNITION, MRI IMAGE, BIOMETRIC 3 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. BONE FRACTURE RECOGNITION USING DEEP LEARNING METHOD ON PLAIN RADIOGRAPHS Leader 25-DEC-2023 24-DEC-2026 Sedang Berjalan 2. A FUZZY SYSTEM BASED IMPROVED JAYA ALGORITHM METHOD FOR OPTIMIZATION OF INTRUSION DETECTION SYSTEMS Member 01-MAY-2022 30-APR-2024 Sedang Berjalan 3. AN DEEP NEURAL NETWORK-SINE COSINE ALGORITHM (DNN-SCA) BASED HYBRID PREDICTION MODEL FOR PARAMETER OPTIMIZATION Leader 01-SEP-2019 30-NOV-2022 Selesai (Mencapai Sebahagian KPI) 4. An Enhanced Cooperative Parallel Metaheuristic Method for Parameter Estimation in Large-Scale Biological Models Leader 01-SEP-2019 31-MAY-2022 Selesai (Tidak Mencapai KPI) 5. GENE REGULATORY NETWORK CONSTRUCTION OF OVARIAN CANCER BASED ON PASSING ATTRIBUTES BETWEEN NETWORK FOR DATA ASSIMILATION Leader 15-AUG-2019 14-NOV-2021 Selesai (Mencapai Semua KPI) 6. A MODEL FOR CODE CLONE DETECTION IN C-BASED APPLICATIONS Member 25-JUN-2019 24-SEP-2021 Selesai (Mencapai Sebahagian KPI) 7. INTELLIGENT WEB CONTENT FILTERING SYSTEM BASED ON SENTIMENT ANALYSIS USING SWARM-BASED ANT COLONY METHOD Member 15-MAR-2019 14-JUN-2021 Tamat (Perlu hantar laporan akhir) 8. Supervised Neural Network based Predictive Algorithm for Photoreforming Parameters in Petrochemical Wastewater Treatment Member 01-JAN-2019 30-SEP-2022 Selesai (Tidak Mencapai KPI) 9. Optimizing the production of biochemical systems using an improved Newton Cooperative Coevolutionary Algorithm Member 01-JAN-2019 30-SEP-2021 Selesai (Mencapai Semua KPI) 10. AUTOMATIC ETHNICITY IDENTIFICATION FROM FACIAL IMAGES BASED ON SKIN COLOUR AND TEXTURE FEATURES USING MACHINE LEARNING TECHNIQUE Member 05-SEP-2018 04-DEC-2020 Selesai (Mencapai Sebahagian KPI) 11. 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-OCT-2020 Selesai (Mencapai Semua KPI) 12. A CODE CLONE DETECTION MODEL FOR .NET PLATFORM APPLICATIONS Member 01-APR-2018 30-JUN-2020 Tamat (Laporan akhir dikembalikan dan perlu dihantar semula) 13. A COOPERATIVE CO-EVOLUTIONARY ALGORITHM FOR FUZZY MODELLING IN CANCER CLASSIFICATION Member 01-APR-2018 30-JUN-2020 Selesai (Mencapai Semua KPI) 14. An improved step-counting hill climbing algorithm in vehicle routing problem Member 15-JUN-2017 16-JUN-2019 Tamat (Perlu hantar laporan akhir) 15. HYBRID SELF-ORGANIZED SWARM INTELLIGENCE FORENSIC ALGORITHM AND NEURAL NETWORK MODEL IN ESTIMATING AGE FOR ASIAN POPULATIONS Member 15-JUN-2017 14-JUN-2019 Selesai (Mencapai Semua KPI) 16. A Two-Stage Random Forest Method for Gene Selection and Classification of Cancer Microarray Data Leader 01-JUN-2017 01-JUN-2019 Selesai (Mencapai Sebahagian KPI) 17. A NEW MASKING MODEL IN IMAGE AND VIDEO PROCESSING Member 15-MAY-2017 14-MAY-2019 Selesai (Mencapai Semua KPI) 18. PROTECTING CONFIDENTIAL CLINICAL INFORMATION USING STEGANOGRAPHY TECHNIQUE Member 15-MAY-2017 14-MAY-2019 Tamat (Perlu hantar laporan akhir) 19. 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 (Tutup Projek)
PUBLICATION
TYPE PUBLICATION TARIKH PENERBITAN TYPE OF CONTRIBUTION REFEREED PUBLICATION BOOK CHAPTER Missing-Values Imputation Algorithms for Microarray Gene Expression Data 22/05/2019 100% JOURNAL A Blind Multiple Watermarks based on Human Visual Characteristics 07/03/2018 Co-Author JOURNAL A Survey on Internet Security Threat in Malaysia’s Internet Banking System and Suggestion Solutions 01/10/2018 Co-Author JOURNAL Age Estimation of Asian Using Soft Computing Model Based on Bone Length of Left Hand 01/10/2018 Co-Author JOURNAL An Improved Integrative Random Forest for Gene Regulatory Network Inference for Breast Cancer 01/10/2018 Co-Author JOURNAL Biometric Template Protection Based on Hill Cipher Algorithm with Two Invertible Keys 01/10/2018 Co-Author JOURNAL Efficient Classifying and Indexing for Large Iris Database Based on Enhanced Clustering Method 01/06/2018 Co-Author JOURNAL Multi-Scale Skin Sample Approach for Dynamic Skin Color Detection: An Analysis 01/10/2018 Co-Author JOURNAL Newton Competitive Genetic Algorithm Method for Optimization the Production of Biochemical Systems 01/10/2018 Co-Author JOURNAL Propose a New Machine Learning Algorithm based on Cancer Diagnosis 31/12/2018 Co-Author JOURNAL Robust partitioning and indexing for iris biometric database based on local features 24/04/2018 Co-Author CONFERENCE PAPER A Survey of Internet Security Threat in Malaysia’s Internet Banking System and Suggestion Solutions. 22/11/2017 Co-Author CONFERENCE PAPER Age Estimation of Asian Using Soft Computing Model Based on Bone’ Length of Left Hand 22/11/2017 Co-Author CONFERENCE PAPER An Improved Integrative Random Forest for Gene Regulatory Network Inference of Breast Cancer 22/11/2017 Co-Author CONFERENCE PAPER Biometric Template Protection based on Hill Cipher Algorithm with Two Invertible keys 22/11/2017 Co-Author CONFERENCE PAPER Multi-Scale Skin Sample Approach for Dynamic Skin Color Detection: An Analysis 22/11/2017 Co-Author CONFERENCE PAPER Newton Competitive Genetic Algorithm Method for Optimization the Production of Biochemical Systems 22/11/2017 Co-Author JOURNAL A Review of Gene Selection Tools in Classifying Cancer Microarray Data 01/06/2017 Co-Author JOURNAL An Improved Parallelized mRMR for Gene Subset Selection in Cancer Classification 29/09/2017 Co-Author JOURNAL Optimisation of Biochemical Systems Production using Hybrid of Newton Method, Differential Evolution Algorithm and Cooperative Coevolution Algorithm 01/10/2017 Co-Author JOURNAL A Review of Gene Selection Tools in Classifying Cancer Microarray Data 01/01/2015 Co-Author JOURNAL A Review on Bioinformatics Enrichment Analysis Tools towards Functional Analysis of High Throughput Gene Set Data 01/01/2015 Co-Author JOURNAL Biological Analysis of Microarray Data Using Orthogonal Forward Selection with a Clustering Approach 01/06/2015 Co-Author CONFERENCE PAPER Gene Selection on an Improved Iterative Feature Elimination Random Survival Forest 02/11/2014 Co-Author CONFERENCE PAPER Random Forest and Gene Ontology for Functional Analysis of Microarry Data 08/11/2014 Co-Author 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%