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