X-BCD detects and explains behavioral changes in smart home activity routines using unsupervised change point detection and cluster evolution tracking on multimodal sensor data.
A.Optimal detection of changepoints with a linear computational cost.Journal of the American Statistical Association 107, 500 (2012), 1590–1598
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X-BCD: Explainable Sensor-Based Behavioral Change Detection in Smart Home Environments
X-BCD detects and explains behavioral changes in smart home activity routines using unsupervised change point detection and cluster evolution tracking on multimodal sensor data.