Conferences & Proceedings
Conferences & Proceedings
Phaitoon Srinil, Pattharaporn Thongnim, Sombut Foitong, OuenPinngern, Thanawat Phat- taraworamet, “APPLICATION OF XCS TO BACK-DRIVING A TRACK PROBLEM”, Manage- ment and Innovation Technology International Conference (MITiCON2014) Pattaya, Thailand, December 17-19, 2014.
Phaitoon Srinil, Pattharaporn Thongnim, Sombut Foitong, Ouen Pinngern, “A Study of Cu- mulative Heat Stress Effect on Holstein-Friesian Daily Milk Yields using Multiple Lenear Re- gression”, Burapha University International Conference 2015, 10-12 July 2015, BangsaenChonburi, THAILAND.
Phaitoon Srinil, Pattharaporn Thongnim, Sombut Foitong, Ouen Pinngern, “Fuzzy Strength- Based XCS: An Application on Multi-Step Environment Problems”, Management and Innovation Technology International Conference (MITicon 2016), 12-14 October 2016, Bangsaen Chonburi, THAILAND. IEEE Xplore
Atcharaporn Phonyanan, Pattharaporn Thongnim, Kulwadee Nuangsaeng (2016). Enhancing graduate employability: Employment knowledge and skills gap among fresh graduates. Pro- ceedings of 54th Kasetsart University Annual Conference: Education, Economics and Business Administration, Humanities and Social Sciences. Bangkok (Thailand) 2016. p. 117-124 (628 p.).
P. Srinil, P. Thongnim, S. Foitong and O. Pinngern, "Instrusion Detection Systems based on En- hanced Feature Quantization with Neighthood Routh Set", MITiCON 2017, Ayuttaya, Thailand/ Decemberr 14-18, 2017.
Pattharaporn Thongnim, Vasin Yuvanatemiya, Piyaporn Rattanopat and Bo Wang, The rela- tionship between logistics performance and carbon emissions using Gaussian Mixture Regres- sion, Proceedings of the 16th International Congress on Logistics and SCM Systems (ICLS2022).
Pattharaporn Thongnim, Vasin Yuvanatemiya, Ploypailin Yodkham , Porawee Chotpitaya- sunon, An EM algorithm for Gaussian Mixture Linear Regression with employment and carbon dioxide emissions data, The International Conference on Applied Statistics (ICAS 2022) “Data- Driven Statistics and Innovation.” November 2022, Bangkok, Thailand.
Pattharaporn Thongnim, Vasin Yuvanatemiya, Ekkapot Charoenwanit, and Phaitoon Srinil. "Design and Testing of Spraying Drones on Durian Farms." In 2023 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC), pp. 1-6. IEEE, 2023. IEEE Xplore
Pattharaporn Thongnim, Vasin Yuvanatemiya, Phaitoon Srinil, and Thanaphon Phukseng. "An Exploration of Emission Data Visualization in Southeast Asian Countries." In 2023 10th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), pp. 160-165. IEEE, 2023. IEEE Xplore
Pattharaporn Thongnim, Vasin Yuvanatemiya, and Phaitoon Srinil. "Smart Agriculture: Transforming Agriculture with Technology." In Asia Simulation Conference, pp. 362-376. Singapore: Springer Nature Singapore, 2023. SpringerLink
Pattharaporn Thongnim, Ekkapot Charoenwanit, and Thanaphon Phukseng. "Cluster Quality in Agriculture: Assessing GDP and Harvest Patterns in Asia and Europe with K-Means and Silhouette Scores." In 2023 7th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech). IEEE, 2023. IEEE Xplore
Jiratchaya Chomjinda, Janjira Piladaeng, Tanayot Kulthon, and Pattharaporn Thongnim. "Green Clustering Analyzing Logistics Performance and Carbon Emissions with K-Means and Gaussian Mixture Models." In 2024 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC). IEEE, 2024. IEEE Xplore
Pattharaporn Thongnim, Jakkrapan Sreekajon, and Thanaphon Pukseng. "Enhancing Durian Cultivation Efficiency Through Data-Driven Smart Farming Using Cluster Analysis and Machine Learning." In 2024 5th International Conference on Big Data Analytics and Practices (IBDAP), Bangkok, Thailand, 23-25 August 2024. IEEE, 2024. IEEE Xplore
Chatdanai Roothan, Naritsara Aimkuy, and Pattharaporn Thongnim. "Smart Agricultural Computing Development of Robust Data Processing and Machine Learning Pipeline for Durian Price Prediction." In 2025 22nd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON). IEEE, 2025. IEEE Xplore
Pattharaporn Thongnim, Jakkaphun Nanuam, Watanyou Nawises, and Thanaphon Phukseng. "Clustering Analysis of Durian Price Patterns in Thailand based on Missing Value Imputation Techniques." In 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC). IEEE, 2025. IEEE Xplore
Thanaphon Phukseng, Jakkaphun Nanuam, and Pattharaporn Thongnim. "Feature Scaling Optimization for Durian Characteristic Prediction using Machine Learning." In 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC). IEEE, 2025. IEEE Xplore
Jakkaphun Nanuam, Thanaphon Phukseng, and Pattharaporn Thongnim. "IoT-Driven Smart Farming Data Ecosystems for Durian Price Forecasting." In 2025 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC). IEEE, 2025. IEEE Xplore
Yanisa Srikamklip, Kanda Promsorn, Nopparat Panngam, Thanaphon Phukseng, and Pattharaporn Thongnim. "Predicting CH4 Emissions from Rice Production in Southeast Asia via Feature Scaling and Polynomial Regression Modeling." In 2025 10th International Conference on Business and Industrial Research (ICBIR). IEEE, 2025. IEEE Xplore
Peerada Prasongrat, Sarida Seatiao, Pattaraporn Kidpholjaroen, Ekkapot Charoenwanit, and Pattharaporn Thongnim. "Forest Area and Carbon Stock in Living Biomass Relationship Analysis Through Clustering and Polynomial Regression Methods." In 2025 10th International Conference on Business and Industrial Research (ICBIR). IEEE, 2025. IEEE Xplore
Jakkrapan Sreekajon, Phaitoon Srinil, Pattharaporn Thongnim, and Sueppong Mueanchamnong. "Development of a Predictive Water Consumption Model for Durian Cultivation Using VPD and ETc Parameters." In 2025 17th International Conference on Information Technology and Electrical Engineering (ICITEE). IEEE, 2025. IEEE Xplore
Pattharaporn Thongnim, Jakkrapan Sreekajon, and Phaitoon Srinil. "Real-time Irrigation Decision Support System for Mangosteen Cultivation Using VPD, ETo and Growth Stage Crop Coefficients." In 2025 8th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI). IEEE, 2025. IEEE Xplore
Phaitoon Srinil, Jakkrapan Sreekajon, and Pattharaporn Thongnim. "IoT-Based Precision Irrigation System for Real-time Calculation of VPD, ETo and Crop Water Requirements in Sustainable Agriculture." In 2025 8th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI). IEEE, 2025. IEEE Xplore
Pattharaporn Thongnim, Sueppong Mueanchamnong, Wansiri Khooriphan, Patcharawadee Poolsamran, and Nopparat Panngam. "Comparative Evaluation of Machine Learning Models for Hourly Reference Evapotranspiration Prediction." In 2026 18th International Conference on Knowledge and Smart Technology (KST). IEEE, 2026. IEEE Xplore
Sirawit Wongjeam, Preeyanuch Chuasuk, and Pattharaporn Thongnim. "Crop Evapotranspiration Forecasting for IoT-Based Smart Irrigation via a Data Science Review of Statistical, Machine Learning and Deep Learning Methods." In 2026 23rd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON). IEEE, 2026. IEEE Xplore
Pattharaporn Thongnim. A MIXTURE REGRESSION MODEL AND ITS APPLICATION FOR ESTIMATING MODELS, Young Researchers in Mathematics (YRM), 7th-9th June 2021, Univer- sity of Bristol, UK.
Pattharaporn Thongnim. HIGHLY COMMENDED FOR PRESENTATION, Actuarial Teachers and Researchers Conference, July, 31, 2018, University of Leicester, UK.
Pattharaporn Thongnim. Presentation, Thai Student Academic Conference 2018 (TSAC 2018), Belgium, 2018. Photo
Pattharaporn Thongnim A Non-parametric Analysis Based on Gaussian Process Mixture Regression, PhD Seminar, January 2022, University of Leicester, UK.
Pattharaporn Thongnim. Applying a Mixture Model of the Gaussian Process to Agricultural Data, The International Annual Symposium on Computational Science and Engineering (ANSCSE), June 2022, Faculty of Science, Khon Kaen University, Khon Kaen, Thailand. (Invited speaker)
Invited Workshop Speaker. "Practical Data Analysis and Forecasting with R for Social and Educational Research: Turning Numbers into Knowledge – Writing Methods and Results in ELT Studies." Pre-conference workshop for master's and doctoral students, 12th ICBCB & ELIPro Conference 2026, SDU University, Kaskelen, Kazakhstan, 13–14 October 2026. Read more
Invited Speaker. "เขียนผลงานและเผยแพร่ eBook อย่างไร ให้ขายได้" [How to Write and Publish an eBook That Sells]. Chulalongkorn University Book Center (CU Book Center), Online, 1 July 2026. Watch recording
Course Instructor. "Data Analytics in Smart Agriculture." Five-day practical training course for students of Mahidol Wittayanusorn School, Chonburi and Chanthaburi, Thailand, 20–24 April 2026.
Invited Speaker (with Srinil, P.). Farmer seminar "ลดต้นทุนปุ๋ยยาด้วยโดรนการเกษตรจากงานวิจัย" [Reducing Fertilizer and Pesticide Costs with Agricultural Drones: Findings from Research], co-organized with Kubota Mitrthae Group, Surat Thani Province, Thailand, 20 July 2024.
Invited Speaker (with Srinil, P.). Farmer seminar "ลดต้นทุนปุ๋ยยาด้วยโดรนการเกษตรจากงานวิจัย" [Reducing Fertilizer and Pesticide Costs with Agricultural Drones: Findings from Research], co-organized with Kubota Mitrthae Group, Chao Nai Durian Orchard, Khian Sa District, Surat Thani Province, Thailand, 19 July 2024.
Invited Speaker (with Srinil, P.). Seminar "ลดต้นทุนปุ๋ยยาด้วยโดรนการเกษตร" [Reducing Fertilizer and Pesticide Costs with Agricultural Drones], co-organized with Kubota Chanthaburi, Faculty of Agro-Industrial Technology, Rajamangala University of Technology Tawan-ok, Chanthaburi Campus, Thailand, 5 June 2024.
Invited Speaker. Online Special Lecture "The Digital Transformation of Agriculture through Data Science and Machine Learning for Sustainable Farming." Bioscience for Sustainable Agriculture (International Program), Faculty of Animal Science and Agricultural Technology, Silpakorn University, Microsoft Teams, 4 April 2024.