Adjunct Faculty
DR. TANATORN TANANTONG
(ASSISTANT PROFESSOR)
LIST OF PUBLICATIONS
INTERNATIONAL JOURNAL PUBLICATIONS
Tanantong, T., & Loetwiphut, P. (2023). Association rule mining framework for financial credit-risk analysis in peer-to-peer lending platforms. Science, Engineering and Health Studies, 17, 23020006. (Scopus: Q3)
Tanantong, T. and Yongwattana, J. (2023), “A Convolutional Neural Network Framework for Classifying Inappropriate Online Video Contents”, IAES International Journal of Artificial Intelligence (IJ-AI), 12(1), pp. 124-136. (Scopus: Q2)
Srijiranon, K.; Lertratanakham, Y.; Tanantong, T. (2022), “A Hybrid Framework Using PCA, EMD and LSTM Methods for Stock Market Price Prediction with Sentiment Analysis”. Applied Sciences. 2022, 12, 10823. (Scopus: Q2)
Tanantong, T., Parnkow, M. (2022). “A Survey of Automatic Text Classification Based on Thai Social Media Data”, International Journal of Knowledge and Systems Science (IJKSS), 13(1), pp. 1-25
(Scopus: Q3)Tanantong, T., Pannakkong, W., Chemkomnerd, N. (2022), “Resource management framework using
simulation modeling and multi-objective optimization: a case study of a front-end department of a public hospital in Thailand”. BMC Med Inform Decis Mak 22, 10 (Scopus: Q1)Tanantong, T and Ramjan, S (2021). An Association Rule Mining Approach to Discover Demand and Supply Patterns based on Thai Social Media Data. The journal International Journal of Knowledge and Systems Science (IJKSS), vol.12, no.2. (Scopus: Q3)
Tanantong T. (2016) “A kNN Approach for ECG Signal Quality Classification”, International Journal of Information and Electronics Engineering, Vol. 6, No. 4. (Inspec Index)
Tanantong T., Nanthajeewarawat E., and Thiemjarus S. (2016) “Automatic Electrocardiogram Signal Quality Assessment in Continuous Wireless Monitoring”, Maejo International Journal of Science and Technology, Vol. 10, No. 2, pp. 127-141. (ISI Index & Scopus Index, Impact factor 0.392)
Tanantong, T., Nantajeewarawat, E.; Thiemjarus, S. (2015) “False Alarm Reduction in BSN-based Cardiac Monitoring Using Signal Quality and Activity Type Information”. Sensors. Vol. 15, pp. 3952-74, (ISI Index & Scopus Index, Impact factor 2.048)
Tanantong T., Nanthajeewarawat E., and Thiemjarus S. (2014) “Toward Continuous Ambulatory Monitoring Using a Wearable and Wireless ECG Recording System: A Study on the Effects of Signal Quality on Arrhythmia detection”, Bio-Medical Materials and Engineering, Vol. 24, No. 1, pp. 391-404. (ISI Index & Scopus Index, Impact factor 0.847)
CONFERENCE PAPERS
Lhasiw, N., Tanantong, T., Sanglerdsinlapachai, N. (2023). “Thai Conversational Chatbot Classification Using BiLSTM and Data Augmentation”. In: Anutariya, C., Bonsangue, M.M. (eds) Data Science and Artificial Intelligence. DSAI 2023. Communications in Computer and Information Science, vol 1942. Springer, Singapore. https://doi.org/10.1007/978-981-99-7969-1_10
Lhasiw, N., Sanglerdsinlapachai, N. and Tanantong, T.(2021), "A Bidirectional LSTM Model for Classifying Chatbot Messages”, In Proceedings of the 16th International Joint Symposium on Artificial Intelligence and Natural Language Processing (iSAI-NLP), 2021, pp. 1-6.
Tanantong T., Sanglerdsinlapachai N., Donkhampai, U (2020), “Sentiment Classification on Thai Social Media Using a Domain-Specific Trained Lexicon”, In Proceedings of the 17th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, Prince of Songkla University, Phuket, Thailand, pp. 580-583.
Tanantong, T., Kreangkriwanich, S, Laosen, N. (2020), “Extraction of Trend Keywords from Thai Twitters Using N-Gram Word Combination”, In Proceedings of the 17th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, Prince of Songkla University, Phuket, Thailand, pp. 20-2
Pannakkong, W., Chemkomnerd, N. and Tanantong, T. (2019), "Simulation Analysis of University Hospital in the Medical Record Department," In Proceedings of 17th International Conference on ICT and Knowledge Engineering (ICT&KE), Bangkok, Thailand, 2019, pp. 1-6.
Tanantong T., Makino Y., Tan Y. (2017), “Towards a Home Environment Testbed: Experiments with Human Body Simulators and a Real House”, Proceedings of the IEEE 6th Global Conference on Consumer Electronics (GCCE 2017), Nagoya, Japan, 2017, pp. 1-5
Charoen P., Tanantong T., Tan Y. (2017), “Evaluation of Demand-Side Management Application Based on Human Activity Schedules”, Proceedings of the IEEE 6th Global Conference on Consumer Electronics (GCCE 2017), Nagoya, Japan, 2017, pp. 1-
Tanantong T. (2016) “A Study on the Effects of Window Size on Electrocardiogram Signal Quality Classification”, In Proceedings of the 8th Knowledge Management International Conference (KMICe 2016), Chiang Mai, Thailand.
Tanantong T., Nantajeewarawat E, Thiemjarus S. (2014) “False Alarm Reduction in Continuous Cardiac Monitoring Using 3D Acceleration Signals”. In: Proceedings of the 18th International Computer Science and Engineering Conference (ICSEC 2014), Khon Kaen, Thailand. (Best Paper Awards).
Tanantong T., Nantajeewarawat E, Thiemjarus S. (2011) “Towards ECG Healthcare Monitoring Through Body Sensor Networks Using an Arrhythmia Indicator Ontology”. In: Proceedings of the 6th International Conference on Knowledge, Information and Creativity Support Systems, Beijing, China.
Tanantong T., Nantajeewarawat E, Thiemjarus S. (2011) “Towards Continuous Electrocardiogram Monitoring based on Rules and Ontologies”. In: Proceedings of the IEEE 11th International Conference on Bioinformatics and Bioengineering, Taichung, Taiwan.