June 2010 – Nov 2014        Doctor of Philosophy (Information Technology)  King Mongkut’s Institute of Technology Ladkrabang, Thailand 3.75 GPA
June 2002 – May 2004       Master of Science in Information Technology Kasetsart University, Thailand 3.52 GPA
June 1997 – Feb 2001        Bachelor of Business Administration in Computer Business  Dhurakij Pundit University, Thailand
                                        3.76 GPA 1st Class Honours, Gold Coin

Work Experience

Feb 2002 – Present                                                               Instructor
Computer Information System Program                                   Business Intelligence
College of Innovative Technology and Engineering                    Client/Server Database Programming
Durakij Pundit University, Thailand                                          Computer Programming in Java
                                                                                          Data Communications and Networking
                                                                                          Data Structure and Algorithm
                                                                                          E-Business 
                                                                                          Object-Oriented Programming
                                                                                          Web Programming and Development

Areas of Expertise

Data Science                                        Business Analytics                                         Data Analytics
Data Mining                                          Computational Intelligence                               Evolutionary Algorithms
Machine Learning                                  Soft computing                                               Bio-inspired computation

Training

March 2001 – May 2001             Network Configuration and Administration Dhurakij Pundit University, Thailand
                                                Web Development and Design Dhurakij Pundit University, Thailand
Feb 2007                                   Service-Oriented Architecture Chulalongkorn University, Thailand
June 2007 – July 2007                Electronic Instructional Media Development  Thailand Cyber University, Thailand Game Computer Development and Design Thailand Cyber University, Thailand
March 2008                                Introduction to the Value and Governance Model of Service-Oriented Architecture Office of Computer Clustering Promotion, Thailand
March 2008                                Introduction to Programming XML and Related Technologies Office of Computer Clustering                                                            Promotion, Thailand
September 2016                         Practical Data Mining with RapidMiner Studio 7 Data Cube, Thailand
December 2016                          Advanced Predictive Modeling with R & RapidMiner Studio 7  Data Cube, Thailand
February 2017                            R Programming for (Young) Data Scientists Data Science Lab, Thailand

Certified and Awards

Sep 2007            Microsoft Certified Professional Developer (Web Developer) Awarded by: Microsoft Corporation, Singapore
Sep 2007            Microsoft Certified Technology Specialist: .NET Framework 2.0  Web Applications Awarded by: Microsoft
                          Corporation, Singapore
Dec 2006            Samart Innovation Award 2006 (Bronze Award) Application name: Blood Group Exploration Internet Utility Mobile                             Application Awarded by: Samart Corporation, Thailand
April 2006           Sun Certified Programmer for the JavaTM 2 Platform 1.4 Awarded by: Sun Microsystem, Inc.
Dec 2005            Samart Innovation Award 2005 (Bronze Award) Application name: JJonTour Internet Utility Mobile Application
                          Awarded by: Samart Corporation, Thailand

Publications

• Jitkongchuen D., Phaidang P., and Pongtawevirat P. "An adaptive elitism-based immigration for grey wolf optimization algorithm" The International Conference on Digital Arts, Media and Technology. 2017.
• Jitkongchuen D., Paireekreng W. "The Optimized Function Selection Using Wolf Algorithm for Classification" The International Conference on Artificial Life and Robotics. 2017.
• Jitkongchuen D., Phaidang P., and Pongtawevirat P. "Grey Wolf Optimization Algorithm with Invasion-based Migration Operation" The 15th IEEE/ACIS International Conference on Computer and Information Science. 2016.
• Paireekreng W., Jitkongchuen D., Sukpongthai W., and Suwannakoot R. "Improving Soft Computing Performance with Ant Colony Optimization for Multiclass Classification: The Application for Learning Style Classification" The 7th International Conference on Intelligent Systems, Modeling and Simulation. 2016.
• Jitkongchuen D. "A Hybrid Differential Evolution with Grey Wolf Optimizer for Continuous Global Optimization" The 7th International Conference on Information Technology and Electrical Engineering. 2015.
• Jitkongchuen D. "An Improved Differential Evolution Algorithm with Crossover Strategy for Continuous Optimization Problems" The 11th National Conference on Computing and Information Technology. 2015.
• Jitkongchuen D. and Thammano A. "A Self-adaptive Differential Evolution Algorithm for Continuous Optimization Problems" Artificial Life and Robotics, Springer Japan. vol.19 no.2 2014, pp. 201-208.
• Jitkongchuen D. and Thammano A. "A Self-adaptive Differential Evolution Algorithm for Continuous Optimization Problems" The 19th International Symposium on Artificial Life and Robotics. 2014.
• Jitkongchuen D. and Thammano A. "A Hybrid DE-ACO Approach for Discovering Classification Rules" The 27th International Technical Conference on Circuits/Systems, Computers and Communications. 2012.
• Jitkongchuen D. "Data Cleaning for PEA Electrical Case Study". In Administration and Management Conference. Thailand 2005.
• Jitkongchuen D. "Rule-based of Data Cleaning". M.Sc. Thesis. Dept of Computer Engineering. Fuculty of Engineering. Kasetsart University. Thailand 2004.