Thapana Boonchoo, Ph.D.
Research Interest
Probabilistic models
Machine learning
Clustering algorithms
Machine learning
Clustering algorithms
A Robustness Study of Federated Learning for EEG-Based Eye State Classification
This paper focuses on utilizing EEG data for eye state classification while preserving privacy.
A Digital Twins Prototype for CSTU Building
The development of a proof-of-concept digital twin for managing a building.
Internet of Things
System Programming
Networking
Human-Computer Interaction
Aircraft Noise Calculator
The development of the calculation algorithm using machine learning for a single flyover aircraft noise event to determine cumulative aircraft noise levels may affect people living in the vicinity community.
Sentiment Analysis
Sentiment analysis models provide powerful AI to analyze textual data to classify sentiment as positive, negative, neutral.