2 papers
cs.LG2024
FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning
Tanapol Kosolwattana, Huazheng Wang, Raed Al Kontar +1
Online learning has demonstrated notable potential to dynamically allocate limited resources to monitor a large population of processes, effectively balancing the exploitation of p…
cs.LG2023
Online Modeling and Monitoring of Dependent Processes under Resource Constraints
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 sy…