Search Results for author: Tanapol Kosolwattana

Found 2 papers, 0 papers with code

FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning

no code implementations30 May 2024 Tanapol Kosolwattana, Huazheng Wang, Raed Al Kontar, Ying Lin

Online learning has demonstrated notable potential to dynamically allocate limited resources to monitor a large population of processes, effectively balancing the exploitation of processes yielding high rewards, and the exploration of uncertain processes.

Representation Learning

Online Modeling and Monitoring of Dependent Processes under Resource Constraints

no code implementations26 Jul 2023 Tanapol Kosolwattana, Huazheng Wang, Ying Lin

Adaptive monitoring of a large population of dynamic processes is critical for the timely detection of abnormal events under limited resources in many healthcare and engineering systems.

Cannot find the paper you are looking for? You can Submit a new open access paper.