Project
2024, 'Development of Analytical evaluation method for qualitative learning outcomes using data mining and contribution to international engineer training', Watanabe Memorial Foundation for The Advancement of New Technology Japan Grant, ITS - SIT, Japan.
2024, 'Development of Microexpression recognition method based on action unit networks and variational graph autoencoder', ITS Grant.
2024, 'Discrete Variational Graph Autoencoder for Digit Classification', ITS Grant, ITS - NTUST, Taiwan Cooperation
2023 - 2024, 'Automated Short Answer Grading from VAE BART' , ITS Grant, ITS -Â NTUST, Taiwan Cooperation.
2023, 'Fuzzy local periodic activity pattern mining on smart home dataset'. ITS Grant, World Class Professor Like, ITS - NTUST, Taiwan Cooperation
2022 - 2024, 'Remaining useful lifetime prediction on cement factory', ITS Grant, ITS, Indonesia - SIT, Japan cooperation.
2021, 'Cardiovascular detection based on high utility mining', ITS Grant, ITS, Indonesia - UMP, Malaysia cooperation.
2020 - 2022, 'Gesture recognition from low sensor data', Kaikutek Corp, Taiwan
2020 - 2021, 'Vs and BHP forecasting ', NYK - MTI Corp, Japan
2016 - 2019, 'Continuous Monitoring Sensor', Ministry of Education, Taiwan Grant
2016 - 2020, 'I am Learning', Intel, US - NTU, Taiwan cooperation