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.
[9]Chen, C., Ding, S., and W ang, J.Digital health for aging populations.Nature medicine 29, 7 (2023), 1623–1630
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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.