PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Context changes detection by one-class SVMs
Gaëlle Loosli, Sans-Goog Lee and Stéphane Canu
In: Workshop on Machine Learning for User Modeling: Challenges, 24 - 25 Jul 2005, Edimbourg, Scotland.

Abstract

We are interested in a low level part of user modeling, which is the change detection in the context of the user. We present a method to detect on line changes in the context of a user equipped with non invasive sensors. Our point is to provide, in real time, series of unlabeled contexts that can be classiffied and analyzed on a higher level.

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EPrint Type:Conference or Workshop Item (Talk)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:User Modelling for Computer Human Interaction
ID Code:1083
Deposited By:Gaëlle Loosli
Deposited On:16 September 2005