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Asst.Prof.Dr. NIWAN WATTANAKITRUNGROJ

Email: niwan.watt@kmutt.ac.th

Work Affiliations

School of Information Technology - SIT (KMUTT)

Strategic Research Themes

Machine Learning (Big Data Analytics)

Publications

● Enhancing Supervised Model Performance in Credit Risk Classification Using Sampling Strategies and Feature Ranking; Wattanakitrungroj, Niwan; Wijitkajee, Pimchanok; Jaiyen, et al.; 2024; Journal article
● Face mask classification using convolutional neural networks with facial image regions and super resolution; Niwan Wattanakitrungroj, Wiphada Wettayaprasit, Peemakarn Rujirapong, et al.; 2024; Journal article
● Packaging Defect Detection in Lean Manufacturing: A Comparative Study of YOLOv8, YOLOv9, and YOLOv10; Amonpan Chomklin, Saichon Jaiyen, Niwan Wattanakitrungroj, et al.; 2024; Conference proceedings article
● Spiders in Thailand (SIT) via spiderthailand.info: Thailand spider data retrieval system for geographical occurrence and photographic identification; Booppa Petcharad, Thanakron Into, Sasiporn Tongman, et al.; 2024; Journal article
● Stock Trading Signal Prediction Using Transformer Model and Multiple Indicators; Chaikamon Chantrasmee, Saichon Jaiyen, Suluk Chaikhan, et al.; 2024; Conference proceedings article
● Student Academic Performance Prediction using Machine Learning with Various Features and Scenarios; Nott Santiketa, Unhawa Ninrutsirikun, Suluk Chaikhan, et al.; 2024; Conference proceedings article
● A Survey of AI Techniques based on Predictive Maintenance in Lean Manufacturing; Amonpan Chomklin, Saichon Jaiyen, and Niwan Wattanakitrungroj; 2023; Conference proceedings article
● The Multiple Inputs Ensembling for Face Mask Classification Using CNN; Peemakarn Rujirapong, Wiphada Wettayaprasit and Niwan Wattanakitrungroj; 2022; Conference proceedings article

Expertise