Teaching Staff
Dr. Thanaruk Theeramunkong
วันที่โพสต์ : 2022-01-06
Faculty
:
School of Information, Computer, and Communication Technology (ICT)
Name
:
Dr. Thanaruk Theeramunkong
Position
:
Professor
E-mail
:
thanaruk@siit.tu.ac.th
Phone Rangsit
:
Phone Bangkadi
:
+66-2-501-3505~20
Phone Extension
:
5000
Education
  • B.Eng. in Electrical & Electronics Engineering, Tokyo Institute of Technology, Japan
  • M.Eng. in Computer Science, Tokyo Institute of Technology, Japan
  • D.Eng. in Computer Science, Tokyo Institute of Technology, Japan
Academic Awards
  • Very Good Research Award from Thammasat University, 2008.
  • Best Paper Award from the Japanese Society for Artificial Intelligence, 1994.
  • Scholarship from Tokyo Marine, 1992-1995.
  • Japanese Government (Monbukagakusho) Scholarship, 1985-1991.
Research Areas
Research Interests
Natural Language Processing

  1. Robust NLP and Linguistic Knowledge AcquisitionWhile NLP systems are gradually becoming accepted by a wider range of people both in academic and business area, many difficult problems are still unsolved. One of the important problems is how to improve robustness and adaptiveness in NLP system, especially how to analyze and interpret various phrases and sentences which are ungrammatical (also called ill-formed inputs). A user-friendly system should be robust and flexible in that it can analyze any well-formed and ill-formed input efficiently. The system should also be adaptive to deal with phrases/sentences including unseen construction and vocabulary, for instance learning some new grammar rules. Currently, we are focusing on both rule-based and corpus-based approaches to cope with ill-formed inputs and, when needed, to acquire novel linguistic knowledge. On the increase of very large electronic corpora, statistics obtained from such corpora are a useful clue for this problem.
  2. Text Interpretation: Information Retrieval, Categorization and Information ExtractionIn the past, most online information stored in databases or spreadsheets. At the present time, the majority of online information is text-based, e.g., e-mail, news, journal articles, reports, books, encyclopedias. These information sources are worth but there is too much information available, and not enough time to sort through it. Text interpretation techniques are helpful for categorizing, filtering and extracting information from text. Three types of text interpretation are information retrieval, categorization, and information extraction. We are interested in developing of efficient methods to various tasks of text interpretation.

Knowledge Science and Engineering

  1. Knowledge Data Discovery in DatabaseKnowledge Data Discovery (KDD) is a rapidly growing interdisciplinary field that merges together databases, statistics, machine learning and other AI technologies in order to extract useful knowledge from a large-scaled collection of data. The problems in this field are of two general categories: (1) prediction and (2) knowledge discovery. Knowledge discovery is a stage prior to prediction, where information is insufficient for prediction, such as clustering, association rules, text mining and so on. Our study aims at finding and implementing efficient, robust and scalable methods in real-world situation where databases are complex, voluminous, noisy and non-stationary. Some interesting applications include computer-aided education (CAI), decision support systems, and management information systems.
  2. Intelligent Decision Support SystemsIn business, government, and other organizations, decision making plays an important part in determining the landscape of tomorrow’s world. Computer systems that assist decision-making process are called decision support systems (DSSs). Intelligent decision support systems (IDSSs) are DSSs that make use of techniques emerging from the field of artificial intelligence (AI). Our research focuses on studying new techniques in both (1) model-driven support systems, which are based on strong theory or model, and (2) data-driven support systems, which are based on database technologies and statistical methods.
Work Experiences
  • 1999-Present: SIIT
  • 2009: IT Program Coordinator, School of Information, Computer and Communication Technology.
  • 2004-2008: Head, School of Information and Computer Technology
  • 1998-1999: MIS Manager, Information Systems and Support Office, C.P. Seven-Eleven Co., Ltd.
  • 1995-1997: Research Associates, Japan Advanced Institute of Science and Technology
  • 1995-1997: Lecture Assistant, Japan Advanced Institute of Science and Technology
  • 1995-1997: Joint Researcher with IFS for developing a parallel natural language processing software
Theses Supervised
Professional Activities
List of Publications
International Journal Papers

  1. Peerasak Intarapaiboon and Thanaruk Theeramunkong (2018). An application of intuitionistic fuzzy sets to improve information extraction from Thai unstructured text, IEICE Transactions on Information and Systems, Vol. E101-D, No. 9, September 2018, pp. 2334-2345.
  2. Siriwon Taewijit; Thanaruk Theeramunkong; Mitsuru Ikeda (2017). Distant supervision with transductive learning for adverse drug reaction identification from electronic medical records, Journal of Healthcare Engineering, Vol. 2017, 26 September 2017, Article No. 7575280, 21 p.
  3. Thawatchai Suwanapong; Thanaruk Theeramunkong; Ekawit Nantajeewarawat (2017). Name-alias relationship identification in thai news articles: a comparison of co-occurrence matrix construction methods, Chiang Mai Journal of Science, Vol. 44, No. 4, October 2017, pp. 1805-1821.
  4. Nongnuch Ketui; and Thanaruk Theeramunkong (2016). Thai multi-document summarization: unit segmentation, unit-graph formulation, and unit selection, Computing and Informatics, Vol. 35, No. 1, 2016, pp. 1-29.
  5. Thawatchai Suwanapong; Thanaruk Theeramunkong; and Ekawit Nanthajeewarawat (2015). Investigation of preprocessing factors and clustering methods on name-alias relationship identification in Thai news articles, Information-An International Interdisciplinary Journal, Vol. 18, No. 7, July 2015, pp. 3001-3020.
  6. Areerat Songwattana; Thanaruk Theeramunkong; and Phan Cong Vinh (2014). A learning-based approach for web cache management, Mobile Networks and Applications, Vol. 19, No. 2, pp. 258-271.
  7. Nichnan Kittiphattanabawon; Thanaruk Theeramunkong; and Ekawit Nantajeewarawat (2014). Region-based association measure for ranking mined news relations, Intelligent Data Analysis, Vol. 18, No. 2, pp. 217-241.
  8. Pakinee Aimmanee and Thanaruk Theeramunkong (2014). IR enhancement using a classified multi-model $s$-gram similarity aggregation, Chiang Mai Journal of Science, Vol. 41, No. 3, July 2014, pp. 661-675.
  9. Nongnuch Ketui; Thanaruk Theeramunkong; and Chutamanee Onsuwan (2013). Thai Elementary Discourse Unit Analysis and Syntactic-based Segmentation, Information: An International Interdisciplinary Journal, Vol. 16, No. 10, October 2013, pp. 7423-7436.
  10. Nattapong Tongtep and Thanaruk Theeramunkong (2013). Multi-stage automatic NE and PoS annotation using pattern-based and statistical-based techniques for Thai corpus construction, IEICE Transactions on Information and Systems, Vol. E96-D, No. 10, pp. 2245-2256.
  11. Eakasit Pacharawongsakda and Thanaruk Theeramunkong (2013). Predict subcellular locations of singleplex and multiplex proteins by semi-supervised learning and dimension-reducing general mode of Chou’s PseAAC, IEEE Transactions on Nanobioscience, Vol. 12, No. 4, December 2013, pp. 311-320.
  12. Eakasit Pacharawongsakda and Thanaruk Theeramunkong (2013). Multi-label classification using dependent and independent dual space reduction, The Computer Journal, Vol. 56, No. 9, September 2013, pp. 1113-1135.
  13. Nattapong Tongtep and Thanaruk Theeramunkong (2012). Discovery of predicate-oriented relations among named entities extracted from Thai texts, IEICE Transactions on Information and Systems, Vol. E95-D, No. 7, July 2012, pp. 1932-1946.
  14. Qu, Jian; Thanaruk Theeramunkong; Nguyen Le Ming; Akira Shimazu; Cholwich Nattee; and Pakinee Aimmanee (2012). A flexible rule-based approach to learn medical English-Chinese OOV term translations from the web, International Journal of Computer Processing of Languages, Vol. 24, No. 2, June 2012, pp. 207-236.

National Journals Papers

  1. Piyawat Sukhummek; Jessada Karnjana; Sawit Kasuriya; Chai Wutiwiwatchai; Thanaruk Theeramunkong (2018). A comparative annotator-agreement analysis of emotional speech corpora, Journal of Intelligent Informatics and Smart Technology, Vol. 3, No. 1, April 2018, 6 p.
  2. Ardakani, Ilya Sadeghi; Thanaruk Theeramunkong; and Waree Kongprawechnon (2017). A FCD–based method for traffic congestion detection in low-proximity data environment, Journal of Intelligent Informatics and Smart Technology, Vol. 1, No. 1, April 2017, 7 p.
  3. Pimnapa Atsawintarangkun; Thanaruk Theeramunkong; and Choochart Haruechaiyasak (2012). A statistical and rule-based method for chunking verbal units in Thai texts, Thammasat International Journal of Science and Technology, Vol. 17, No. 2, April-June 2012, pp. 70-86.
International Conference Papers
  1. Benjaphan Sommana and Thanaruk Theeramunkong (2018). Improving plant recognition using hybrid features from connectionist and knowledge-based approaches. In Proceedings of the 13th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2018), 15-17 November 2018, Pattaya City, Chonburi, Thailand, pp. 159-164.
  2. Uraiwan Buatoom; Waree Kongprawechnon; Thanaruk Theeramunkong (2018). Constrained clustering with seeds and term weighting scheme. In Proceedings of the 13th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2018), 15-17 November 2018, Pattaya City, Chonburi, Thailand, pp. 116-121.
  3. Theerapat Lapjaturapit; Kobkrit Viriyayudhakorn; Thanaruk Theeramunkong (2018). Multi-candidate word segmentation using bi-directional LSTM neural networks. In Proceedings of the 11th International Conference on Embedded Systems and Intelligent Technology (ICESIT 2018) in cooperation with The 9th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES 2018), 7-9 May 2018, Khon Kaen, Thailand, pp. 30-35.
  4. Phalakron Nilkhet and Thanaruk Theeramunkong (2018). Honey bee waggle dance detection using vision-based object detection and tracking. In Proceedings of the 11th International Conference on Embedded Systems and Intelligent Technology (ICESIT 2018) in cooperation with The 9th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES 2018), 7-9 May 2018, Khon Kaen, Thailand, pp. 92-96.
  5. Pechlada Seenual; Thodsaporn Chay-intr; Thanaruk Theeramunkong (2018). CF planter: a toolset for semi-automatic Thai treebank construction. In Proceedings of the 11th International Conference on Embedded Systems and Intelligent Technology (ICESIT 2018) in cooperation with The 9th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES 2018), 7-9 May 2018, Khon Kaen, Thailand, pp. 19-24.
  6. Ukrish Vanichrujee; Teerayut Horanont; Thanaruk Theeramunkong; Wasan Pattara-atikom; Takahiro Shinozaki (2018). Taxi demand prediction using ensemble model based on RNNs and XGBOOST. In Proceedings of the 11th International Conference on Embedded Systems and Intelligent Technology (ICESIT 2018) in cooperation with The 9th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES 2018), 7-9 May 2018, Khon Kaen, Thailand, pp. 130-135.
  7. Thodsapom Chay-intr and Thanaruk Theeramunkong (2017). Towards Thai treebank construction and grammar derivation. In Proceedings of the Joint International Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2017), 27-29 August 2017, Prachuap Khiri Khan, Thailand, pp. 334-340.
  8. Thodsaporn Chay-intr; Phakhawat Sarakit; and Thanaruk Theeramunkong (2017). Iterative Thai treebank construction via interactive tree visualization. In Proceedings of the 12th International Conference on Knowledge, Information and Creativity Support Systems (KICSS2017), 9-11 November 2017, Nagoya, Japan, pp. 97-101.
  9. Boonthida Chiraratanasopha; Thanaruk Theeramunkong; and Salin Boonbrahm (2017). Improved term weighting factors for keyword extraction in hierarchical category structure and Thai text classification. In Proceedings of the Joint International Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2017), 27-29 August 2017, Prachuap Khiri Khan, Thailand, pp. 191-198.
  10. Rachasak Somyanonthanakul; and Thannaruk Theeramunkong (2017). Dynamic relation-based analysis of objective interestingness measures in association rules mining. In Proceedings of the Joint International Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP 2017), 27-29 August 2017, Prachuap Khiri Khan, Thailand, pp. 151-157.
  11. Uraiwan Buatoom; Waree Kongprawechnon; and Thanaruk Theeramunkong (2017). Constrained clustering with feature weighting scheme. In Proceedings of the 2017 4th Asian Conference  on Defence Technology (4th ACDT), 29 November - 1 December 2017, Tokyo, Japan, 6 p.
  12. Natsuda Kaothanthong; Thanaruk Theeramunkong; and Jinhee Chun (2017). Improving Thai optical character recognition using circular-scan histogram. In Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition (ICDAR 2017), 9-15 November 2017, Kyoto, Japan, pp. 567-572.
  13. Tachanun Kangwantrakool; and Thanaruk Theeramunkong (2017). Towards the re-engineering of readiness review process with R2P2 lifecycle model, CEUR Workshop Proceedings: Proceedings of the 5th International Workshop on Quantitative Approaches to Software Quality (QuASoQ 2017) in conjunction with the 24th Asia-Pacific Software Engineering Conference (APSEC 2017), 4 December 2017, Nanjing, Jiangsu, P. R. China, Vol. 2017, 2017, pp. 30-37. 
  14. Jeerana Noymanee; Wimol San-Um; and Thanaruk Theeramunkong (2016). Perspectives and innovation roadmap for service ability enhancement of Thai e-government. In Proceedings of the 3rd Management and Innovation Technology International Conference 2016 (MITicon 2016), 12-14 October 2016, Chonburi, Thailand, pp. MIT-198 - MIT-203.
  15. Peerasak Intarapaiboon; and Thanaruk Theeramunkong (2016). An improvement of pattern-based information extraction using intuitionistic fuzzy sets, Lecture Notes in Computer Science: Multi-disciplinary Trends in Artificial Intelligence: Proceedings of the 10th Multi-Disciplinary International Workshop on Artificial Intelligence (MIWAI 2016), 7-9 December 2016, Chiang Mai, Thailand, Vol 10053, 2016, pp. 63-75. 
  16. Jeerana Noymanee; Wimol San-Um; and Thanaruk Theeramunkong (2016). A utility paradigm and roadmap of Internet-of-things in Thailand for digital economy development towards ASEAN Economic Community. In Proceedings of the International Conference on Internet of Things and Big Data (IoTBD 2016), 23-25 April 2016, Rome, Italy, pp. 36-46.
  17. Jeerana Noymanee; Wimol San-Um; and Thanaruk Theeramunkong (2016). A conceptual framework for the design of an urban flood early-warning system using a context-awareness approach in internet-of-things platform, Lecture Notes in Electrical Engineering: Information Science and Applications (ICISA) 2016: Proceedings of the 7th International Conference on Information Science and Applications (ICISA 2016), 15-18 February 2016, Minh City, Viet Nam, Vol. 376, 2016, pp. 1295-1305.
  18. Narongsak Pongsathornwiwat; Van-Nam Huynh; Thanaruk Theeramunkong; and Chawalit Jeenananta (2016). A linguistic partner evaluation model in tourism supply chain networks. In Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2016), 24-29 July 2016, Vancouver, Canada, pp. 1051-1058.
  19. Boonthida Chiraratanasopha; Salin Boonbrahm; Thanaruk Theeramunkong; and Taneth Ruangrajitpakorn (2016). Using ontology to solve ambiguity of complex taxonomy classes in Thai text classification. In Proceedings of the 5th Asian Conference on Information Systems (ACIS 2016), 27-29 October 2016, Krabi, Thailand, pp. 71-77.
  20. Uraiwan Buatoom; Thanaruk Theeramunkong; and Ware Kongprawechnon (2016). A regression-based SVD parallelization using overlapping folds for textual data, Lecture Notes in Computer Science: Lecture Notes in Artificial Intelligence: Trends in Artificial Intelligence: PRICAI 2016 Workshops: Proceedings of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016): Workshop on Image, Information, and Intelligent Applications (I3A 2016), 22-26 August 2016, Phuket, Thailand, Vol. 10004, 2017, pp. 26-37.
  21. Ratchasak Somyanonthanakul; and Thanaruk Theeramunkong (2016). An investigation of objective interestingness measures for association rule mining, Lecture Notes in Computer Science: PRICAI 2016: Trends in Artificial Intelligence: Proceedings of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016), 22-26 August 2016, Phuket, Thailand, Vol. 9810, 2016, pp. 472-481.
  22. Jeerana Noymanee; Wimol San-Um; and Thanaruk Theeramunkong (2016). Evolving public opinion mining methods on decision support system in Thai e-government. In Proceedings of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016), 22-26 August 2016, Phuket, Thailand, pp. 360-367.
  23. Siriwon Taewijit; and Thanaruk Theeramunkong (2016). Exploring the distributional semantic relation for ADR and therapeutic indication identification in EMR. In Proceedings of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016), 22-26 August 2016, Phuket, Thailand, pp. 1-13.
  24. Ardakani, Ilya Sadeghi; Waree Kongprawechnon; Thanaruk Theeramunkong; Pished Bunnun; Tsuyoshi Isshiki; and Anita Manassakorn (2016). Parameterization of Limbus Distance in Van Herick method's angle closure glaucoma diagnosis. In Proceedings of the 2016 7th International Conference of Information and Communication Technology for Embedded Systems (IC-ICTES 2016), 20-22 March 2016, Bangkok, Thailand, pp. 7-13.
  25. Narongsak Pongsathornwiwat; Van-Nam Huynh; and Thanaruk Theeramunkong (2015). A hybrid approach for linguistic information integration to multi-experts multi-attribute decision-making problem. In Proceedings of the 1st Asian Conference on Defence Technology (ACDT 2015), 23-25 April 2015, Prachuap Khiri Khan, Thailand, pp. 113-118.
  26. Narongsak Pongsathornwiwat; Van-Nam Huynh; and Thanaruk Theeramunkong (2015). The multi-experts multi-criteria decision model under linguistic information for tourism partner evaluation. In Proceedings of the 10th International Conference on Knowledge Information and Creativity Support Systems (KICSS 2015) [CD-ROM], 12-14 November 2015, Phuket, Thailand, pp. 45-57.
  27. Ardakani, Ilya S.; Thanaruk Theeramunkong; and Waree Kongprawechnon (2015). Traffic congestion identification using Bayesian inference on Gaussian mixture models. In Proceedings of the 10th International Conference on Knowledge Information and Creativity Support Systems (KICSS 2015) [CD-ROM], 12-14 November 2015, Phuket, Thailand, pp. 116-127.
  28. Senn, Christoph and Thanaruk Theeramunkong (2015). Speed prediction using l-reservoirs. In Proceedings of the 10th International Conference on Knowledge Information and Creativity Support Systems (KICSS 2015) [CD-ROM], 12-14 November 2015, Phuket, Thailand, pp. 128-137.
  29. Ardakani, Ilya S.; Thanaruk Theeramunkong; Waree Kongprawechnon; Wasan Pattara-atikom; and Tsuyoshi Isshiki (2015). Traffic congestion classification using artificial neural networks. In Proceedings of the 10th International Conference on Knowledge Information and Creativity Support Systems (KICSS 2015) [CD-ROM], 12-14 November 2015, Phuket, Thailand, pp. 525-535.
  30. Piyawat Sukhummek; Sawit Kasuriya; Thanaruk Theeramunkong; Chai Wutiwiwatchai; and Hiroaki Kunieda (2015). Feature selection experiments on emotional speech classification. In Proceedings of 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2015), 24-27 June 2015, Prachuap Khiri Khan, Thailand, Paper ID: 1317, 4 p.
  31. Nongnuch Ketui; Thanaruk Theeramunkong; and Chutamanee Onsuwan (2015). An edu-based approach for Thai multi-document summarization and its application, ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 14, No. 1, January 2015, Article No. 4, 26 p.
  32. Phakhawat Sarakit; Thanaruk Theeramunkong; Choochart Haruechaiyasak; and Manabu Okumura (2015). Classifying emotion in Thai YouTube comments. In Proceedings of the 6th International Conference on Information and Communication Technology for Embedded Systems (IC-ICTES 2015) [CD-ROM], 22-24 March 2015, Prachuap Khiri Khan, Thailand, pp. 1-5.
  33. Narongsak Pongsathornwiwat; Chawalit Jeenanunta; Thanaruk Theeramunkong; and Van-Nam Huynh (2015). Supply chain collaboration and service innovation in Thai hotel industry. In Proceedings of the 5th International Conference on Industrial Engineering and Operations Management (IEOM), Dubai, United Arab Emirates, 3-5 March 2015, pp. 316-321.
  34. Jakarin Chanpapatpol; Thee Sritabtim; Thanaruk Theeramunkong; Thepchai Supnithi; and Prachya Boonkwan (2015). TranslationRecall : a web-based translation toolset. In Proceedings of The 2014 Third ICT International Student Project Conference (ICT-ISPC 2014), Nakhon Pathom, Thailand, 26-27 March 2014, Article No. 6923248, pp. 191-194.
  35. Nongnuch Ketui and Thanaruk Theeramunkong (2014). Effect of weighting factors and unit-selection factors on text summarization, Lecture Notes in Artificial Intelligence: Proceedings of the 13th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014), 1-5 December 2014, Queensland, Australia, Vol. 8862 LNAI, 2014, pp. 891-897.
  36. Nattapong Tongtep; Frans Coenen; and Thanaruk Theeramunkong (2014). Content-based readability assessment: a study using a syllabic alphabetic language (Thai), Lecture Notes in Artificial Intelligence: Proceedings of the 13th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2014), 1-5 December 2014, Queensland, Australia, Vol. 8862 LNAI, 2014, pp. 863-870.
  37. Siriwon Taewijit and Thanaruk Theeramunkong (2014). A probabilistic approach for customer repurchase intention and association-based product network analysis: an empirical study of fast food market. In Proceedings of Asian Conference on Information Systems 2014 (ACIS 2014) [CD-ROM], 1-3 December 2014, Nha Trang, Viet Nam, pp. 339-346.
  38. Nanthawadee Sucharittham; Choochart Haruechaiyasak; and Thanaruk Theeramunkong (2014). Exploiting linguistic knowledge for sentiment classification in online opinions related to life insurance topic in Thailand. In Proceedings of Asian Conference on Information Systems 2014 (ACIS 2014) [CD-ROM], 1-3 December 2014, Nha Trang, Viet Nam, pp. 239-246.
  39. Nongnuch Ketui and Thanaruk Theeramunkong (2014). Effect of variant factors on multi-document summarization. InProceedings of the 9th International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2014) [CD-ROM], 6-8 November 2014, Limassol, Cyprus, pp. 615-175.
  40. Issariyapol Siriwat; Thanaruk Theeramankong; Ithipan Methasate; and Hiroaki Kunieda (2014). Multi-camera based human localization for room utilization monitoring system. In Proceedings of 2014 11th International Joint Conference on Computer Science and Software Engineering (JCSSE 2014) [CD-ROM], 14-16 May 2014, Chon Buri, Thailand, pp. 46-51.
  41. Piyawat Sukhummek; Thanaruk Theeramunkong; Sawit Kasuriya; Chai Wutiwiwatchai; and Hiroaki Kunieda (2014). Exploring features for emotion recognition in Thai. In Proceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES2014) [CD-ROM], 23-25 January 2014, Ayutthaya, Thailand, 5 p.
  42. Boonyarit Soonsiripanichkul; Nattapong Tongtep; and Thanaruk Theeramunkong (2014). Mobile package recommendation using classification with feature discretization and threshold-based ensemble technique. InProceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES2014) [CD-ROM], 23-25 January 2014, Ayutthaya, Thailand, 6 p.
  43. Eakasit Pacharawongsakda and Thanaruk Theeramunkong (2013). A Two-Stage Dual Space Reduction Framework for Multi-label Classification, Lecture Notes in Computer Science: Trends and Applications in Knowledge Discovery and Data Mining: Proceedings of the third Quality issues, measures of interestingness and evaluation of data mining models (QIMIE’13), 14-17 April 2013, Gold Coast, Australia, Vol. 7867, 2013, pp. 330-341.
  44. Warunya Wunnasri; Thanaruk Theeramunkong; and Choochart Haruechaiyasak (2013). Solving Unbalanced Data for Thai Sentiment Analysis. In Proceedings of the 2013 10th International Joint Conference on Computer Science and Software Engineering (JCSSE 2013), 29-31 May 2013, Mahasarakham, Thailand, pp. 200-205.
  45. Narongsak Pongsathornwiwat; Narissara Visavanont; Chawalit Jeenanunta; and Thanaruk Teeramunkong (2013). An analysis of major influencial factors for hotels’ innovation: the case of Bangkok, Thailand. In Proceedings of the 4thInternational Conference on Engineering, Project, and Production Management (EPPM 2013) [CD-ROM], 23-25 October 2013, Bangkok, Thailand, pp. 1084-1094.
  46. Eakasit Pacharawongsakda and Thanaruk Theeramunkong (2013). A comparative study on single and dual space reduction in multi-label classification. In Proceedings of the 8th International Conference on Knowledge, Information and Creativity Support Systems (KICSS’2013) [CD-ROM], 7-9 November 2013. Krakόw, Poland, pp. 473-484.
  47. Nongnuch Ketui; Thanaruk Theeramunkong; and Chutamanee Onsuwan (2013). Thai news text summarization and its application. In Proceedings of the Tenth Symposium on Natural Language Processing (SNLP 2013) [CD-ROM], 28-30 October 2013, Phuket, Thailand, pp. 215-220.
  48. Thee Sritabtim; Jakarin Chanpapatpol; Thanaruk Theeramunkong; Thepchai Supnithi; and Prachya Boonkwan (2013). A memory- and Statistical-based approach for Thai-English translation. In Proceedings of the Tenth Symposium on Natural Language Processing (SNLP 2013) [CD-ROM], 28-30 October 2013, Phuket, Thailand, pp. 205-207.
  49. Sawit Kasuriya; Tanakom Banchaditt; Nantanit Somboon, Thanaruk Teeramunkong; and Chai Wutiwiwatchai (2013). Detecting emotional speech in Thai drama. In Proceedings of the Tenth Symposium on Natural Language Processing (SNLP 2013) [CD-ROM], 28-30 October 2013, Phuket, Thailand, pp. 12-17.
  50. Siriwon Taewijit; Tu Bao Ho; and Thanaruk Theeramunkong (2013). A review on data mining approach for adverse drug reaction research. In Proceedings of the Second Asian Conference on Information Systems (ACIS 2013) [CD-ROM], 31 October – 2 November 2013, Phuket, Thailand, pp. 103-110.
  51. Nanthawadee Sucharittham; Thanaruk theeramunkong; Choochart Haruechaiyasak; Bao Tu Ho; and Dam Hieu Chi (2013). Data mining for life insurance knowledge extraction: a survey. In Proceedings of the Second Asian Conference on Information Systems (ACIS 2013) [CD-ROM], 31 October – 2 November 2013, Phuket, Thailand, pp. 111-118.
  52. Narongsak Pongsathornwiwat; Chawalit Jeenanunta; Thanaruk Theeramunkong; and Hyunh Van-Nam (2013). An analysis of major influencial factors for innovation in Thai automotive industry. In Proceedings of the Second Asian Conference on Information Systems (ACIS 2013) [CD-ROM], 31 October – 2 November 2013, Phuket, Thailand, pp. 526-535.
  53. Warunya Wunnasri; Thanaruk Theeramunkong; Choochart Haruechaiyasak; and Takao Kobayashi (2013). Intention analysis in Thai social media content. In Proceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES 2013) [CD-ROM], 24-26 January 2013, Samutsongkhram, Thailand, pp. 142-147.
  54. Akkharawoot Takhom; Boontawee Suntisrivaraporn; Thepchai Supnithi; Thanaruk Theeramunkong; and Manabu Okumura (2013). Ontology-enhanced life cycle assessment: toward formalizing the standard guidelines. InProceedings of the International Conference on Information and Communication Technology for Embedded Systems (ICICTES 2013) [CD-ROM], 24-26 January 2013, Samutsongkhram, Thailand, pp. 207-212.
  55. Samatcha Thanangthanakij; Eakasit Pacharawongsakda; Nattapong Tongtep; Pakinee Aimmanee; and Thanaruk Theeramunkong (2012). An empirical study on multi-dimensional sentiment analysis form user service reviews. InProceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2012) [CD-ROM], 8-10 November 2012, Melbourne, Australia, pp. 58-65.
  56. Nichnan Kittiphattanabawon; Thanaruk Theeramunkong; and Ekawit Nantajeewarawat (2012). Region-based ranking in association analysis for news relation discovery. In Proceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2012) [CD-ROM], 8-10 November 2012, Melbourne, Australia, pp. 187-194.
  57. Nongnuch Ketui; Thanaruk Theeramunkong; and Chutamanee Onsuwan (2012). A rule-based method for Thai elementary discourse unit segmentation (TED-Seg). In Proceedings of the 2012 Seventh International Conference on Knowledge, Information and Creativity Support Systems (KICSS 2012) [CD-ROM], 8-10 November 2012, Melbourne, Australia, pp. 195-202.
  58. Thawatchai Suwanapong; Thanaruk Theeramunkong; and Ekawit Nanthajeewarawat (2012). A fuzzy-relation approach for name-alias identification in Thai news articles. In Proceedings of The First ASIAN Conference on Information Systems (ACIS 2012) [CD-ROM], 6-8 December 2012, Siem Reap, Cambodia, pp. 352-357.
  59. Pimnapa Atsawintarangkun: Thanaruk Theeramunkong; Choochart Haruechaiyasak; and Takao Kobayashi (2012). Thai verb phrase chunking based on conditional random fields. In Proceedings of the Joint International Symposium on Natural Language Processing and Agricultural Ontology Service 2011 (SNLP-AOS 2011), 9-10 February 2012, Bangkok, Thailand, pp. 40-44.
  60. Eakasit Pacharawongsakda; Cholwich Nattee; and Thanaruk Theeramunkong (2012). Improving multi-label classification using semi-supervised learning and dimensionality reduction, Lecture Notes in Computer Science: Artificial Intelligence: Proceedings of the 12th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2012) [CD-ROM], 3-7 September 2012, Kuching, Malaysia, Vol. 7458, 2012, pp. 423-434.
  61. Eakasit Pacharawongsakda and Thanaruk Theeramunkong (2012). Towards more efficient multi-label classification using dependent and independent dual space reduction, Lecture Notes in Computer Science: Advances in knowledge discovery and data mining: Proceedings of the 16th Pacific-Asia Conference (PAKDD 2012), 29 May – 1 June 2012, Kuala Lumpur, Malaysia, Vol. 7302, 2012, pp. 383-394.
  62. Nattapong Tongtep and Thanaruk Theeramunkong (2011). Multi-stage annotation using pattern-based and statistical-based techniques for automatic Thai annotated corpus construction. In Proceedings of the 9th Workshop on Asian Language Resources collocated with IJCNLP 2011, 12-13 November 2011, Chiang Mai, Thailand, pp. 50-58.
  63. Nattapong Tongtep and Thanaruk Theeramunkong (2011). Simultaneous character-cluster-based word segmentation and named entity recognition in Thai language, Lecture Notes in Artificial Intelligence: Proceedings of the 5th International Conference on Knowledge, Information, and Creativity Support Systems, Revised Selected Papers, 25-27 November 2010, Chiang Mai, Thailand, LNAI 6746, 2011, pp. 216-225.

Books

  1. Thanaruk Theeramunkong (2012). Introduction to Concepts and Techniques in Data Mining and Application to Text Mining, 2nd Edition, Thammasat University Press, 308 pages, ISBN: 978-616-314-013-5.
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