
Thapana Boonchoo, Ph.D.
Assistant Professor
Research Interests
Probabilistic modelsMachine learningClustering algorithms
Projects
4 projectsA 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.


View
A Digital Twins Prototype for CSTU Building
The development of a proof-of-concept digital twin for managing a building.
Internet of ThingsSystem ProgrammingNetworkingHuman-Computer Interaction


View
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.


View
Sentiment Analysis
Sentiment analysis models provide powerful AI to analyze textual data to classify sentiment as positive, negative, neutral.


View
Publications
5 publicationsAlgorithm for Calculation of the Measured Single Fly-over Aircraft Noise
Read Full ArticlePicture Frustration Study on Environmental Protection and Life Convenience around an Airport using Sentiment Analysis
14th ICBEN 2023 18-22 June BELGRADE
Read Full ArticleAnalysis of the short-term noise situation around Bangkok International Airport prior to the second phase of airport expansion begins
Inter-noise 2023 At: chiba, Japan
Read Full ArticleDevelopment of a Digital Twin for Smart Building over Edge-Cloud Continuum
2022 IEEE 8th World Forum on Internet of Things (WF-IoT)
Read Full ArticleStudy of Resource-Saving Secure Communication Protocols for IoT Devices
2022 IEEE 8th World Forum on Internet of Things (WF-IoT)
Read Full Article