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G' Day Mate!! I'm WARARAT SONGPAN (RUNGWORAWUT).
Currently, I work as lecturer in Khon Kean University, Thailand. Someone propably not knows "Khon Kaen" anyway, asked "Where is it?". "Khon Kaen" is a pretty city in central of Northeast of Thailand and people at here is very kind. If you have opportunity come here, you will be enjoy absoulutely. Anyway, I love to journey and advanture travel. Please let me know if you have a nice trip ;-)

Profile

  • Ph.D. Computer Engineering, Chulalongkorn University , Thailand
  • Visiting Researcher, National ICT Australia (NICTA), Sydney, Australia (1 year)
  • M.Eng. Computer Engineering, Khon Kaen University, Thailand
  • B.Sc. Computer Science, Khon Kaen University, Thailand

Research areas/Interested:

  • Automated Software Testing and Software Engineering
  • Ontology, Semantic Web
  • BPEL & Web services composition by Optimaziation Method
  • Data Mining and Machine Learning (recieved statement of completion, Data Mining with Weka from University of Waikato, NZ)
  • Ensemble Modeling

Competition Experiences:

  • The 1st price in Data Sqaude section of North-Eastern, Thailand. Techjam 2018 are supported by KBTG

    • Publications:

    2019:

    • Artitayapron Rojarath and Wararat Songpan. Probability-Weighted Voting Ensemble Learning for Classification Model. International Journal of Machine Learning and Computing (IJMLC). (Accepted 25 July and To be published in SCOPUS Journal)

    2018:

    • Wararat Songpan Improved Skin Lesion Image Classification using Clustering with Local-GLCM Normalization, The proceeding of 2nd European Conference on Electrical Engineering and Computer Science (EECS 2018), Bern, Switzerland, December 20-22, 2018.
    • Eckwijai Maythaisong and Wararat Songpan Mutation-Based Harmony Search Algorithm for Hybrid Testing of Web Service Composition, Computational Intelligence and Neuroscience Volume 2018, Article ID 4759405, doi: https://doi.org/10.1155/2018/4759405 (Indexed: ISI/Q2)
    • Nutthisara Choolikhit Wararat Songpan and Monlica Wattana, Edge Detection and Symmetry Method for Cleft Lip and Palate Children Using Image Proceeding of the 9th International Conference on Information Science and Applications, June 25 – 27, 2018, Hong Kong.
    • Jakkrit Kaewyotha and Wararat Songpan, A Study on the Optimization Algorithm for Solving the Supermarket Shopping Path Problem, Proceeding of the 3rd International Conference on Computer and Communication Systems, April 27-30, 2018, Nagoya Institute of Technology, Nagoya, Japan.
    • Chakrit Pong-inwong and Wararat Songpan, Sentiment analysis in teaching evaluations using sentiment phrase pattern matching (SPPM) based on association mining, International Journal of Machine Learning and Cybernetics. August 2019, Vol. 10, Issue 8, pp. 2177-2186.(Accepted: 26 February 2018 ISI/Q2)
    • Wararat Songpan Ngamnij Arch-in and Rit Loaphanom, Redundant Association-rule Mining Reduction for Rosewood Crime Arrest Planning, JP Journal of Heat and Mass Transfer Special Volume, Issue I, Advances in Mechanical System and ICT-convergence, Pages 55 - 69 (June 2018) (Indexed: SCOPUS)

    2017:

    • Nontachi Danpakdee and Wararat Songpan,Classification for skin lesion image, Proceeding of the 8th International Conference on Information Science and Applications, March 20 – 23, 2017, Hong Kong
    • Wararat Songpan,The Analysis and Prediction of Customer Review Rating Using Opinion Mining, Proceeding of the 15th ACIS International Conference on Software Engineering Research, Management and Application (SERA2017), June 7 – 9, 2017, University of Greenwich, London, United Kingdom

    2016:

    • Eckwijai Maythaisong and Wararat Songpan,Hybrid Testing Approach for Web Services Composition Using Genetic Algorithm, Proceeding of the IEEE Conference on e-Learning, e-Management and e-Services, October 10 – 12, 2016, Langkawi, Malaysia
    • Rit Lawpanom and Wararat Songpan, Association Rule Discovery for Rosewood Crime Arrest Planning,Proceeding of The 7th International Conference on Information Science and Applications, Febuary 15 - 18, 2016, Ho Chi Minh, Vietnam.
    • Artittayaporn Rojarath, Wararat Songpan and Chakrit Pong-inwong, Improved Ensemble learning for Classification Techniques Based on Majority Probability Voting, Proceeding of the 7th IEEE International Conference on Software Engineering and Service Science (ICSESS 2016), August 26 - 28, 2016, Beijing, Chaina. (To be publish)

    2015:

    • Jakkrit Kaewyotha and Wararat Songpan, Finding the Critical Path with Loop Structure for a Basis Path Testing Using Genetic Algorithm , Proceeding of The 11th International Conference on Computing and Information Technology, July 2 - 3, 2015, Bangkok, Thailand. (Selected Chapter book in Springer Recent Advances in Information and Communication Technology 2015,Volume 361 of the series Advances in Intelligent Systems and Computing pp 41-52)

    2014:

    • Chakrit Pong-inwong and Wararat Songpan, TeachingSenti Lexicon for Automated Sentiment Polarity Definition of Teaching Evaluation, The 10th International Conference on Semantics, Knowledge & Grids, August 27-29, 2014, Beijing, China.
    • Jakkrit Kaewyotha and Wararat Songpan, Automatic Finding Defect Path for Path Testing Using Genetic Algorithm, Proceeding of the 2014 International Conference on Information and Social Science,September 8 - 10, 2014, Nagoya, JAPAN.
    • Supote Bualerng and Wararat Songpan, Question Classification for Answer Searching Using Semantic Web and Data Mining, Proceeding of the 9th National Conference on Computing and Information Technology, May 8-9, 2014, Phuket, Thailand.
    • Mantanasin Phakote and Wararat Songpan,Clustering Analysis of Quality Seed in Seed Business Using K-MEAN Clustering Technique, Proceeding of the 6th 2014 International Conference on Knowledge and Smart Technology (Thai Track), Jan 30- 31, 2014, Chonburi, Thailand
    • Phongchanit Sangviman and Wararat Songpan,Solving Garbage Truck Routing Problem Using Ant Colony Optimization, Proceeding of the 6th 2014 International Conference on Knowledge and Smart Technology (Thai Track), Jan 30- 31, 2014, Chonburi, Thailand

    2013:

    • Chatchawan Mungsang, Ngamnij Arch-Int, Somjit Arch-Int and Wararat Songpan, Epidemiological Alert System by Using Business Intelligence, Proceeding of the 2013 International Computer Science and Engineering Conference (ICSEC2013), Sept 4-6, 2013, Bangkok, Thailand
    • Artittayaporn Rojarath and Wararat Rungworawut, Pattern Discovery for Course Enrollment Planning of Undergrad Students Using Association Mining: A Case Study of Information and Communication Technology Curriculum, Proceeding of the 9th National Conference on Computing and Information Technology, May 9-10, 2013, Bangkok, Thailand.
    • Montree Kotawee and Wararat Rungworawut, Semantic Search for Mekong River Fish using Ontology, Proceeding of the 9th National Conference on Computing and Information Technology, May 9-10, 2013, Bangkok, Thailand.
    • Tewika Chanthong and Wararat Rungworawut, Factors Analysis for Arresting Plans of Drug Offenders Using Data Mining Techniques: A Case Study of Nongbaulamphu Police Station,Proceeding of the 9th National Conference on Computing and Information Technology, May 9-10, 2013, Bangkok, Thailand.
    • Wijittra Kajohn and Wararat Rungworawut, Analysis of Factor for Prediction of Credit Bank Loan Using Bayesian Learning, Proceeding of the 9th National Conference on Computing and Information Technology, May 9-10, 2013, Bangkok, Thailand.
    • Kamthorn Sriudom and Wararat Rungwarawut, Decision Support System For Tourism Service Requester Using Decision Trees Technique, Proceeding of the 9th National Conference on Computing and Information Technology, May 9-10, 2013, Bangkok, Thailand.
    • Tossapol Ritcharoenwattu and Wararat Rungworawut, New Patterns Discovery for Web Services Composition from Mining Execution Logs.International Journal of Computer and Electrical Engineering, 5(1),88–92.(indexing=SCOPUS)

    2012:

    • Tossapol Ritcharoenwattu and Wararat Rungworawut, New Patterns Discovery for Web Services Composition from Mining Execution Logs. Processding of 2012 5th International Conference on Computer Science and Information Technology (ICCSIT 2012), Dec. 29-30,2012, Hong Kong. (selected International Journal publication)
    • Chakrit Pong-inwong and Wararat Rungworawut Teaching Evaluation Using Data Mining on Moodle LMS forum. Proceeding of 2012 4th International Conference on Data Mining and Intelligent Information Technology Applications, Oct. 23-25, 2012, Taipei, Taiwan. (extended International Journal publication indexing SCOPUS)
    • Patchanikarn Phongthanu, Wararat Rungworawut, Ngamnij Arch-Int and Somjit Arch-Int, Customer Satisfaction Analysis from Comments Using Opinion Mining, Proceeding of International Conference on Knowledge Smart Technology, July 7-8, 2012, Chonburi.
    • Surinthon Threeaphibanvongsa, Wararat Rungworawut and Khemika lomthaisong, Analysis of Factors Affecting the Criminal Behavior and Planning from Prisoners Using Data Mining Techniques, Proceeding of International Conference on Knowledge Smart Technology, July 7-8, 2012, Chonburi.
    • Eckwijai Maythaisong and Wararat Rungworawut, Integration of Student Metadata of Physical Education North Eastern Campus Using Web Service Technology, Proceeding of the 8th National Conference on Computing and Information Technology, May, 9-10 2012, Dusit Thani Pattaya Hotel, Chonburi, Thailand.
    • Wararat Rungworawut and Surachet Kachonsri, Applying Ontology-based Personal Profile for Product Search System, Proceeding of the 3rd IEEE International Conference of Information Science and Applications , May, 23-25 2012, Suwon, South Korea.
    • Loc Phuoc Hoang, Ngamnij Arch-Int, Somjit Arch-Int and Wararat Rungworawut, Multi-Dimensional Assessment In E-Learning Systems To Enhance Learners’ Activities And Collaborations, Proceeding of the 2012 16th IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD 2012), May, 23-25 2012, Wuhan, China
    • Chatchawarn Srimontree, Ngamnij Arch-Int, Somjit Arch-Int and Wararat Rungworawut, Personalize Information Discovery of E-Tourism using Ontology-Base Metadata, April, 26-27 2012, Proceeding of National Conference on Information Technology, Grand Pacific Sovereign Resort & Spa, Chaam.
    • ¨Ñ¹·ÃÒ ºØµÃà¾ç­, §ÒÁ¹Ô¨ ÍÒ¨ÍÔ¹·Ãì, ÊÁ¨ÔµÃ ÍÒ¨ÍÔ¹·Ãì áÅÐ ÇÃÒÃѵ¹ì ÃØè§ÇÃÇزÔ, Tourism Route Management using Web Service: A Case Study Tourism of Loei Province, 23-24 ¸Ñ¹ÇÒ¤Á 2555, ¡ÒûÃЪØÁÇÔªÒ¡ÒÃàʹͼŧҹÇÔ¨ÑÂÃдѺºÑ³±ÔµÈÖ¡ÉÒáË觪ҵԤÃÑ駷Õè 23, ³ ÁËÒÇÔ·ÂÒÅÑÂà·¤â¹âÅÂÕÃÒªÁ§¤ÅÍÕÊÒ¹.

    2011:

    • Detkhun W., Arch-int N., Arch-int S., and Rungworawut W., Integration of the Diabetic Patients Using Web Services, Proceedings of the 8th International Joint Conference on Computer Science and Software Engineering (JCSSE 2011), May, 11-13, 2011, Faculty of ICT, Mahidol University, Nakhon Pathom, Thailand, pp. 127-132.
    • Sanumeung A., Arch-int N., Arch-int S., and Rungworawut W., Consultant Services and Warning System for Treatment of Cardiac Patient using Web Services Technology, Proceedings of the National Conference on Computing and Information Technology (NCCIT 2011), May, 11-12, 2011, Faculty of Information Technology, King Mongkut’s University of Technology North Bangkok, Bangkok, Thailand, pp. 428-434.

    2010:

    • Wararat Rungworawut, Twittie Senivongse "Automating a Design Methodology for Reuseable Business Process Components through a Genetic Algorithm", Internation of Journal Software Engineering and Knowledge Engineering (IJSEKE), Volumn 20, Issue 8, December 2010, World Scientific Publishing, pp. 1151-1207.
    • Wararat Rungworawut, "A Framework for UML Class Diagrams and Software Patterns Integration", Journal of Electronics and Computer Science 2010, Vol 12, No.1, pp. 53-59. (Selected paper from IMECS conferences).
    • Wararat Rungworawut, "A Framework for UML Class Diagrams and Software Patterns Integration", Proceedings of The International MultiConference of Engineers and Computer Scientists 2010, Hong Kong, 17-19 March 2010, pp756-761. (Best student paper award)

    2007:

    • Wararat Rungworawut, Twittie Senivongse, and Karl Cox. “Achieving Managerial Goals in Business Process Components Design Using Genetic Algorithms”, Proceedings of 5th International Conference on Software Engineering Research, Management, and Applications (SERA 2007), Busan, Korea, 20-22 August 2007, pp. 409-416.

    2006:

    • Wararat Rungworawut and Twittie Senivongse. “Using Ontology Search in the Design of Class Diagram from Business Process Model”, Proceedings of International Conference on Computer Science (ICCS 2006), Vienna, Austria, 29-31 March 2006, pp. 165-170.

    2005:

    • Wararat Rungworawut and Twittie Senivongse. “From Business World to Software World: Deriving Class Diagrams from Business Process Models”, Proceedings of 5th WSEAS International Conference on Applied Informatics and Communications (AIC’05), Malta, 15-17 September 2005.
    • Wararat Rungworawut and Twittie Senivongse. “A Guideline to Mapping Business Processes to Class Diagrams”, WSEAS Transactions on Computers, Issue 11, Vol. 4, November 2005, World Scientific and Engineering Academy and Society, pp. 1526-1533.

    2003:

    • W. Rungworawut, N. Eua-Anant, C. Vihsupalert, W. Chaopanon, W. Pensuwon, Localized Stochastic Competitive Evolutionary Neural Tree for Classification, International Symposium on Communications and Information Technologies (ISCIT'2003), 3-5 September 2003, Songkhla, Thailand.
    Update: Moday Oct 17, 2011