Machine learning algorithms for task identification

Conference: IFAWC 2006 - 3rd International Forum on Applied Wearable Computing 2006
03/15/2006 - 03/16/2006 at Bremen, Germany

Proceedings: IFAWC 2006

Pages: 7Language: englishTyp: PDF

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Ibarguren, Aitor; Maurtua, Iñaki; Susperregi, Loreto (Fundación Tekniker, A. Otaola 20, 20600 Eibar, Guipúzcoa, Spain)
Sierra, Basilio (Dept. of Computer Science and Artificial Intelligence, University of the Basque Country, P.O. Box 649, 20080 San Sebastian, Spain)

Context awareness plays an essential role in implementing the Ambient Intelligence vision (AmI). Instrumentalized data gloves are used for task tracking based on the information provided by sensors embedded into them. This article presents some preliminary results of the use of Genetic Algorthms for sensor selection in person independent task recognition system.