A Novel Approach to Clustering Activities within Sensor Smart Homes
Duy NguyenSon Nguyen
Broschiertes Buch

A Novel Approach to Clustering Activities within Sensor Smart Homes

An approach of in-home activity recognition

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Activity clustering and recognition is an important research trend about smart home. Result clusters obtained from training process are applied in recognizing, controlling as well as forecasting activities inside a sensor smart home. Activities differ from each other at typical characteristics such as sensor sets triggered or temporal ones. In this work, we present a smart home infrastructure and propose an unsupervised approach of clustering in-home activities based on temporal characteristics. Experiment results show that the new approach creates more flexible and accurate clustering results...