Wendi Zhu

BayesSeg: A Bayesian Optimization Framework for State Segmentation of Electricity Consumption Time Series

In Non-Intrusive Load Monitoring (NILM), adaptive segmentation of electricity consumption time series is critical for appliance recognition. However, prevailing methods face challenges including heuristic parameter tuning, boundary sensitivity, and metric saturation. This paper p...