Jiratchaya Chomjinda, B.Sc. in Statistics, Department of Mathematics, Faculty of Science, Burapha University. Senior project advisor. Published as "Green Clustering Analyzing Logistics Performance and Carbon Emissions with K-Means and Gaussian Mixture Models," 2024 International Technical Conference on Circuits/Systems, Computers, and Communications (ITC-CSCC 2024), Okinawa, Japan, 2-5 July 2024. IEEE Xplore
Jakkrapan Sreekajon, Information Technology and Data Science, Faculty of Science and Arts, Burapha University. Student research advisor. Publications with the student:
"Enhancing Durian Cultivation Efficiency Through Data-Driven Smart Farming Using Cluster Analysis and Machine Learning," 2024 5th International Conference on Big Data Analytics and Practices (IBDAP), Bangkok, Thailand, 23-25 August 2024. IEEE Xplore
"Real-time Irrigation Decision Support System for Mangosteen Cultivation Using VPD, ETo and Growth Stage Crop Coefficients," 2025 8th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, 11 December 2025. IEEE Xplore
"IoT-Based Precision Irrigation System for Real-time Calculation of VPD, ETo and Crop Water Requirements in Sustainable Agriculture," 2025 8th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, 11 December 2025. IEEE Xplore
"Forecasting Irrigation Shifts in Fruit Cultivation Under Climate Change Scenarios in Tropical Thailand," Indonesian Journal of Electrical Engineering and Informatics (IJEEI), Vol. 14, No. 3, pp. 847-858, 2026. Full text
Web application: Weather Forecast dashboard showing hourly VPD, ETo, temperature, relative humidity, solar radiation and wind speed by province and district in Thailand. Web app
Chatdanai Roothan, Data Science and Data Analytics, Faculty of Science, Burapha University, Bangsaen. Student research advisor. Publications with the student:
"Aerial Detection of Durian Fruit Using YOLOv11n and UAV Imagery for Smart Orchard Monitoring," conference paper, Thailand, May 2026. Full text
"Smart Agricultural Computing Development of Robust Data Processing and Machine Learning Pipeline for Durian Price Prediction," 2025 22nd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), Bangkok, Thailand, 20-23 May 2025. IEEE Xplore
Sirawit Wongjeam, Data Science and Data Analytics, Faculty of Science, Burapha University, Bangsaen. Student research advisor. Publications with the student:
"Crop Evapotranspiration Forecasting for IoT-Based Smart Irrigation via a Data Science Review of Statistical, Machine Learning and Deep Learning Methods," 2026 23rd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), Chonburi, Thailand, 27-30 May 2026. IEEE Xplore
"Deep Learning for Hourly FAO-56 PM-Derived Crop Evapotranspiration Estimation Using a Transformer Encoder Approach for Data-Driven Irrigation Management in Tropical Horticulture," AgriEngineering, Vol. 8, No. 6, Article 207, 2026. Full text
Suphanat Kladsaard, Pakorn Wongaroon and Nachanon Krinchai, Mahidol Wittayanusorn School, group research project. External advisor, co-supervised with Dr. Sittichoke Som-am and Dr. Thawatchai Sudjai.
"Comparing IS-Net and BEN2 for YOLO-OBB Durian Disease Detection," full paper accepted for the 41st International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2026), Bangkok, Thailand, 7-10 July 2026. MWIT news
"Durian Leaf Disease Detection Using CNNs with Oriented Bounding Boxes on Drone-Simulated Imagery," Proceedings of the 30th Annual Meeting in Mathematics and Conference in Number Theory and Applications 2026, Khon Kaen University, Thailand, October 2026. Full text
"YOEDO: A Real-Time Mobile Application for Durian Leaf Disease Detection Using YOLO-OBB," preprint, ResearchGate, October 2026. ResearchGate
Mobile application: YOEDO (You Only Eat Durian Once), an offline real-time durian leaf disease detection app for Android. Google Play
Award: Best Presentation, MWIT Science Festival & Open House 2026, for the project on durian disease detection from durian leaves using oriented bounding box (OBB) convolutional neural networks on simulated UAV-view images. Announced 22 September 2026. MWIT news
Kunanon Khailoukum, Taptat Anantsuwanchai and Kongpop Raksatham, Mahidol Wittayanusorn School. Group research project. External advisor, co-supervised with Dr. Thawatchai Sudjai and Dr. Sittichoke Som-am.
"Quantifying and Correcting Temporal Leakage in Video-Derived Durian Detection and Counting Dataset," preprint, SSRN, posted 14 October 2026. SSRN
Sueppong Mueanchamnong, Research Assistant. Publications with the research assistant:
"atspR: An R Package for Automated Time Series Preprocessing," SoftwareX, 2026. ScienceDirect
"Probabilistic Clustering of Atmospheric Moisture Regimes for Irrigation Scheduling in Tropical Fruit Cultivation," Earth, 7(3), 90, 2026. MDPI
"Statistical Classifications for Evapotranspiration and Vapor Pressure Deficit Monitoring Using Machine Learning in Tropical Agriculture," Iran Journal of Computer Science, 8, 2799–2814, 2025. SpringerLink