Online Modeling and Monitoring of Dependent Processes under Resource Constraints

07/26/2023

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by   Tanapol Kosolwattana, et al.

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Monitoring a population of dependent processes under limited resources is critical for abnormal events detection. A novel online collaborative learning method is proposed to adaptively allocate the resources for exploitation of high-risk processes and exploration of dependent dynamics. Efficiency of the proposed method is proved through theoretical analysis and experiments.