A Nonsupervised Learning Framework of Human Behavior Patterns Based on Sequential Actions

Volume: 22, Issue: 4, Pages: 479 - 492
Published: Apr 1, 2010
Abstract
In designing autonomous service systems such as assistive robots for the aged and the disabled, discovery and prediction of human actions are important and often crucial. Patterns of human behavior, however, involve ambiguity, uncertainty, complexity, and inconsistency caused by physical, logical, and emotional factors, and thus their modeling and recognition are known to be difficult. In this paper, a nonsupervised learning framework of human...
Paper Details
Title
A Nonsupervised Learning Framework of Human Behavior Patterns Based on Sequential Actions
Published Date
Apr 1, 2010
Volume
22
Issue
4
Pages
479 - 492
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