PhD forum: A data mining approach for human activity learning in a multi-modal sensor system
Franck Vandewiele, Cina Motamed · 2011
In this paper, we investigate the problem of monitoring human activities using a network of sensors, including video cameras, in a smart home environment. We introduce an unsupervised method for mining a new kind of temporally structured activity models from sensor data. We present an application of our method to the recognition of activities of daily living in an elderly care context.