Machine Learning
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Publications
- ● A Classification Model of Uninsured At-Fault Parties to Assess the Risks of Their Claim Repayment Behaviors; Jidapa Harnpichitsukpairee, Paweekorn Houbjaroen, Areeya Unnet, et al.; 2023; Poster
- ● Adaptive Call Center Workforce Management With Deep Neural Network and Reinforcement Learning; Kumwilaisak W., Phikulngoen S., Piriyataravet J., et al.; 2022; Journal article
- ● A Feature Engineering Approach to Improve Clustering-Based Persona Generation; Wongabut, T., Ninrutsirikun, et al.; 2025; Conference proceedings article
- ● AI Models for Defect Detection in Lean Manufacturing: A Comparative Study of Deep Learning Techniques; Chomklin A., Jaiyen S., Wattanakitrungroj N.; 2024; Conference proceedings article
- ● An approach to supervised learning: Dynamic multi-hyperplane partitioning; Pattanateepapon A., Suwansantisuk W., Kumhom P.; 2020; Journal article
Projects
- ● Robotics and Automation Learning System; SURIYA NATSUPAKPONG - Institute of Field Robotics
- ● XAI in Supervised Learning for Stock Price Manipulation Detection; TEEMA LEANGARUN - Department of Control Systems and Instrumentation Engineering
- ● โครงการทุนอาจารย์ผู้เชี่ยวชาญพิเศษชาวต่างประเทศ (Distinguished Visiting Professor) และ โครงการทุนอาจารย์พิเศษชาวต่างประเทศ (Visiting Professor); PHATTARA KHUMPROM - Graduate School of Management and Innovation