Elderly Action Prediction and Anomalous Activity Detection in Smart Homes through Profiling Residents’ Behavior

Background: Elderly healthcare is one of the important issues in an aging society. Smart homes in healthcare domain help the elderly to be continuously monitored, instead of being under supervision at expensive health centers, and hence enable them to live independently. This service requires detecting and monitoring of residents’ normal activities of daily living in smart homes. Objectives: By profiling residents’ behavior and identifying...