Research and Publications

Rachsuda @ Research Gate 

Refereed Book Chapters

Jiamthapthaksin, R., Choo, J., Chen, C.,  Celepcikay, O., Giusti, C., and Eick, C., “MOSAIC: Agglomerative Clustering with Gabriel Graphs” in a book chapter, Advances in Data Warehousing and Mining (ADWM) Book Series, IGI Press, USA, ISBN: 1935-2646, July 2009.

Refereed Journal Articles

Ms. Ma Shiela Sapul, Rachsuda Setthawong, and Pisal Setthawong, “New Hybrid Flower Pollination Algorithm with Dragonfly Algorithm and Jaccard Index to Enhance Solving University Course Timetable Problem,” in the Indonesian Journal of Electrical Engineering and Computer Science, Vol 20, No 3 (DOI: http://doi.org/10.11591/ijeecs.v20.i3) – Scopus indexed journal, 2020

Pisal Setthawong, and Rachsuda Setthawong, 2019, “Updated Goals, Operators, Methods, and Selection Rules (GOMS) with Touch Screen Operations for Quantitative Analysis of User Interfaces,” International Journal on Advanced Science, Engineering and Information Technology, Vol. 9, No. 1, pp.  250-257, Jan. 2019. doi: DOI:10.18517/ijaseit.9.1.7865.

Paulus Mudjihartono, Thitipong Tanprasert, and Rachsuda Setthawong, 2018, “A Comparative Study of Modified PSO Algorithm and Traditional PSO and GA in Solving University Course Timetable Problem,” International Journal of Computers and Their Applications (IJCA), Vol. 25, No. 4, Dec. 2018.

Rachsuda Jiamthapthaksin, Christoph F. Eick, and Seungchan Lee, GAC-GEO: A Generic Agglomerative Clustering Framework for Geo-referenced Datasets, An International Journal of Knowledge and Information Systems (KAIS), 2011, 29:597-628.

Refereed Conference Publications

Shahin Ramezany, Rachsuda Setthawong, and Thitipong Tanprasert, 2022, “A Machine Learning-based Malicious Payload Detection and Classification Framework for New Web Attacks,” in Proceedings of the 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), Huahin, Thailand, May 24 – 27, 2022.

Shangke Ku and Rachsuda Setthawong, 2022, “Time-Sensitive Hashtag Frequency-Inverse Hastag Ubiquity(THF-IHU) Algorithm for hashtag Recommendation in Twitter,” in Proceedings of the 19th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), Huahin, Thailand, May 24 – 27, 2022.

Chonnakarn Rungjaroenporn and Rachsuda Setthawong, “Multiobjective Optimization Using Flower Pollination Algorithm for Storage Location Assignment at Lazada Thailand Warehouse,”  in Proceedings of the 13rd International Conference on Knowledge and Smart Technology (KST 2021), Chonburi, Thailand, January 21 – 24, 2021.

Ms. Ma Shiela Sapul, Deep Kumar, Sai Kham Lao, and Rachsuda Setthawong, “Automated Scheduling of Undergraduate Student Advising Reservation using Extended Flower Pollination Algorithm,” in Proceedings of the 11th International Conference on Advances in Information Technology (IAIT2020), Bangkok, Thailand, Article No. 6, pp. 1-9, July 2020.

Jirayu Poomontre Kasemsant, Pisal Setthawong, and Rachsuda Setthawong, 2019 “Insights from the Comparative Study of the Thailand Marketing Research Society (TMRS) Standardized Social Economic Status between 2009-2017,” presented at AU International Conference in Business & Economics (ICBE2019), Samutprakarn, Thailand. 13-15 March, 2019.

Ma Shiela Sapul, Rachsuda Setthawong, and Pisal Setthawong, “Adapted Flower Pollination Algorithm for Lecturer-Class Assignment,” in Proceedings of the 2019 International Conference of Artificial Intelligence and Information Technology (ICAIIT2019), Yogyakarta, Indonesia, pp. 315-321, March 2019.

Ryan Coughlin, Rachsuda Setthawong, and Pisal Setthawong, “An Improved English-Thai Translation Framework for Non-timing Aligned Parallel Corpora Using Bleualign with Explicit Feedback,” in Proceedings of the 10th International Conference on Advances in Information Technology (IAIT2018), Bangkok, Thailand, Article No. 1, pp. 1-8, December 10 – 13, 2018.

Chayapol Moemeng, Rachsuda Setthawong, and Thitipong Tanprasert, 2018 “Enhancing GLSLIM Using User Preference Change Marking Algorithm,” submitted to the 10th International Conference on Advances in Information Technology (IAIT2018), Bangkok, Thailand, Article No. 1, pp. 1-5, December 10 – 13, 2018.

Pisal Setthawong, Thanit Anantasomboon, and Rachsuda Setthawong, 2017 “Leveraging Local Thai Community in the User Driven Community Application Approval Process of a Global Digital Distribution Platform,” in Proceedings of the 2017 Technology Innovation Management and Engineering Science international conference (TIMES-iCON2017), Bangkok, Thailand, November 20-21, 2017.

Pawut Satitsuksanoh, Rachsuda Jiamthapthaksin, Pisal Setthawong, 2017, and “A Cost-Effective Interactive Platform for the Management of a Small Scale Lap-Based Jogging Competition using Low-Frequency RFID Technology,” in Proceedings of the 3rd International Conference on Science in Information Technology (ICSITech), Bandang, Indonesia, October 25-26, 2017.

Nitipan Ratanasawadwat and Rachsuda Jiamthapthaksin, 2017, “Incorporating Social Networking Text Mining with Lifestyle Segmentation Analysis,” in Proceedings of the International Congress on Advanced Applied Informatics–2nd International Conference on Social Informatics and Systems Science (IIAI-SISS 2017), Congress Center, ACT CITY Hamamatsu, Japan, July 9-13, 2017.

Kiratijuta Bhumichitr, Songsak Channarukul, Nattachai Saejiem, Rachsuda Jiamthapthaksin, and Kwankamol Nongpong, 2017, “Recommender Systems for University Elective Course Recommendation,” in Proceedings of the 14th International Joint Conference on Computer Science and Software Engineering (JCSSE2017), Nakornsrithammarat, Thailand, 12-14 July, 2017.

Ma. Shiela C. Sapul, Than Htike Aung and Rachsuda Jiamthapthaksin, 2017, “Trending Topic Discovery of Twitter Tweets Using Clustering and Topic Modeling Algorithms,” in Proceedings of the 14th International Joint Conference on Computer Science and Software Engineering (JCSSE2017), Nakornsrithammarat, Thailand, 12-14 July, 2017.

Jean-Charles Coetsier and Rachsuda Jiamthapthaksin, 2017, “Parallelized FPA-SVM: Parallelized Parameter Selection and Classification using Flower Pollination Algorithm and Support Vector Machine,” in Proceedings of The 14th International Joint Conference on Computer Science and Software Engineering (JCSSE2017), Nakornsrithammarat, Thailand, 12-14 July, 2017.

Songsak Channarukul, Nattachai Saejiem, Kiratijuta Bhumichitr, Rachsuda Jiamthapthaksin, Vorapat Nicklamai, and Kanapol Terdvikran, 2017, “Social-Aware Automated Course Planner: An Integrated Recommender System for University Registration System,” in Proceedings of the ECTI conference 2017,  Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI) Association, Thailand, Phuket, Thailand, June 27 – 30, 2017

Jean-Charles Coetsier, Ryan Coughlin, and Rachsuda Jiamthapthaksin, 2017, “Integrating Labeled Latent Dirichlet Allocation into Sentiment Analysis of Movie and General Domains,” in Proceedings of the 9th International Conference on Knowledge and Smart Technology (KST 2017), Pattaya, February 1 – 4, 2017

Rachsuda Jiamthapthaksin, and Than Htike Aung, 2017, “User Preferences Profiling Based on User Behaviors on Facebook Page Categories,” in Proceedings of the 9th International Conference on Knowledge and Smart Technology (KST 2017), Pattaya, February 1 – 4, 2017

Rachsuda Jiamthapthaksin, “Thai Text Topic Modeling System for Discovering Group Interests of Facebook Young Adult Users,” in Proceedings of the 2nd International Conference on Science in Information Technology (ICSITech), Balikpapan, October 26-27, 2016.

Song Nguyen Duc Cong, Quoc Hung Ngo and Rachsuda Jiamthapthaksin, “State-of-the-Art Vietnamese Word Segmentation,” in Proceedings of the 2nd International Conference on Science in Information Technology (ICSITech), Balikpapan, October 26-27, 2016. (Best paper award)

Paulus Mudjihartono, Rachsuda Jiamthapthaksin and Thitipong Tanprasert, 2016, “Parallelized GA-PSO Algorithm for Solving Job Shop Scheduling Problem,” in Proceedings of the 2nd International Conference on Science in Information Technology (ICSITech), Balikpapan, October 26-27, 2016.

Jiamthapthaksin, R., Aung, T.H., and Ratanasawadwat, N., “A Framework of Incorporating Thai Social Networking Data in Online Marketing Survey”, in Proceedings of the 7th International Conference on Information Science and Applications (ICISA), Ho Chi Minh, Vietnam, February 15-18, 2016.

Jiamthapthaksin, R., Setthawong, P., and Ratanasawadwat, N., “A System for Popular Thai Slang Extraction from Social Media Content with N-Gram Based Tokenization,” in Proceedings of the 2016 8th International Conference on Knowledge and Smart Technology (KST), Chiangmai, Thailand, February 3-6, 2016.

Fei, S., and Jiamthapthaksin, R., “Dimension Independent Cosine Similarity for Collaborative Filtering using MapReduce,” in Proceedings of the 2016 8th International Conference on Knowledge and Smart Technology (KST), Chiangmai, Thailand, February 3-6, 2016.

Aung, T.H., and Jiamthapthaksin, R., “Alternating Least Squares with Incremental Learning Bias”, in the Proceedings of  the 12th International Joint Conference on Computer Science and Software Engineering (JCSSE 2015), July 22-24, Had Yai, Songkhla, Thailand, 2015

Ko Ko, S., and Jiamthapthaksin, R., “A Categorized Item Recommender System Coping with User Interest Changes”, in the Proceedings of The 3rd International Conference on Database and Data Mining (ICDDM2014), Pattaya, Thailand, June 7-8, 2014.

Jiamthapthaksin, R., Eick, C.F., and Vilalta, R., “A Framework for Multi-objective Clustering and its Application to Co-location Mining” in the Proceedings of the 5th International Conference on Advanced Data Mining and Applications (ADMA2009), Beijing, China, August, 2009.

Ding, W., Jiamthapthaksin, R., Parmar, R., Jiang, D., Stepinski, T., and Eick, C., “Towards Region Discovery in Spatial Datasets” in the Proceedings of the Pacific-Asia Conference on Knowldege Discovery and Data Mining (PAKDD2008), Osaka, Japan, May, 2008.

Choo, J., Jiamthapthaksin, R., Chen, C.,  Celepcikay, O., Giusti, C., and Eick, C., “MOSAIC: A Proximity Graph Approach to Agglomerative Clustering” in the Proceedings of the 9th International Conference on Data Warehousing and Knowledge Discovery (DaWaK2007), Regensburg, Germany, September 2007.

Koolmanojwong, S., Jiamthapthaksin, R., and Daengdej, J., “An Agent Architecture for Competitive Application Environment” in the Proceedings of the IEEE Aerospace Conference, Big Sky, Montana USA, March 2004.

Santiprabhob, P., Dowpiset, K., and Jiamthapthaksin, R., “Fuzzy Relational Products in Information Processing: Classical Products and New Products” in the Proceedings of the 9th IEEE International Conference on Fuzzy Systems, Texas, May 2000.

Jiamthapthaksin, R., and Santiprabhob, P., “Fuzzy Information Retrieval based on Graded Features for Web-based Thailand’s Travel Guidance” in the Proceedings of the 5th Joint Conference on Information Science (JCIS2000), the 7th International conference on Fuzzy Theory and Technology, New Jersey, USA, February 2000.

Jiamthapthaksin, R., and Santiprabhob, P., “A Fuzzy Relational Framework for Thailand’s Travel Guidance System” in the Proceedings of the International Association of Science and Technology for Development International Conference (IASTED2000), Austria, February 2000.

Refereed Workshop and Symposium Publications

Jiamthapthaksin, R., Eick, C. F., and Rinsurongkawong, V., “An Architecture and Algorithms for Multi-Run Clustering” in the Proceedings of the 2009 IEEE Symposium on Computational Intelligence and Data Mining (CIDM2009), Nashville, TN, April, 2009.

Bagherjeiran, A., Celepcikay, O. U., Jiamthapthaksin, R., Chen, C.-S., Rinsurongkawong, V., Lee, S., Thomas, J., and Eick, C. F., “Cougar^2: An Open Source Machine Learning and Data Mining Development Frameworkin the Proceedings of the Open Source Data Mining Workshop (OSDM2009), Bangkok, Thailand, April 2009.

Refereed Technical Reports

Choo, J., Jiamthapthaksin, R., Chen, C.,  Celepcikay, O., Giusti, C., and Eick, C., “A Hybrid Clustering Technique that Combines Representative-Based and Agglomerative Clustering” in UH Technical Report, University of Houston, TX, December 2006.