ผศ.ดร. ดวงใจ จิตคงชื่น

Education

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

Work Experience

• Feb 2002 – Present: Instructor
  • Computer Information System Program
  • College of Innovative Technology and Engineering, Dhurakij Pundit University, Thailand
  • Specialized Courses:
    • Business Intelligence
    • Client/Server Database Programming
    • 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
• March 2001 – May 2001: 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
• June 2007 – July 2007: Game Computer Development and Design, Thailand Cyber University
• 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), Microsoft Corporation, Singapore
• Sep 2007: Microsoft Certified Technology Specialist: .NET Framework 2.0 Web Applications, Microsoft Corporation, Singapore
• Dec 2006: Samart Innovation Award 2006 (Bronze Award) for Blood Group Exploration Internet Utility Mobile Application, Samart Corporation, Thailand
• April 2006: Sun Certified Programmer for the JavaTM 2 Platform 1.4, Sun Microsystems, Inc.
• Dec 2005: Samart Innovation Award 2005 (Bronze Award) for JJonTour Internet Utility Mobile Application, 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. Faculty of Engineering. Kasetsart University. Thailand 2004.

คลิกที่นี่เพื่อดูหลักสูตรวิศวกรรมศาสตรมหาบัณฑิต (วศ.ม.) / สาขาวิชาวิศวกรรมปัญญาประดิษฐ์และข้อมูล