Activity Recognition Using Hybrid Generative/Discriminative Models on Home Environments Using Binary Sensors

Activities of daily living are good indicators of elderly health status, and activity recognition in smart environments is a well-known problem that has been previously addressed by several studies. In this paper, we describe the use of two powerful machine learning schemes, ANN (Artificial Neural N...

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Bibliographic Details
Main Authors: Araceli Sanchis, Fco. Javier Ordóñez, Paula de Toledo
Format: Article
Language:English
Published: MDPI AG 2013-04-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/13/5/5460