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Human activity recognition in intelligent home environments: an evolving approach

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dc.affiliation.dptoUC3M. Departamento de Informáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Laboratorio de Control, Aprendizaje y Optimización de Sistemas (CAOS)es
dc.contributor.authorIglesias Martínez, José Antonio
dc.contributor.authorAngelov, Plamen
dc.contributor.authorLedezma Espino, Agapito Ismael
dc.contributor.authorSanchis de Miguel, María Araceli
dc.date.accessioned2011-03-22T12:51:29Z
dc.date.accessioned2011-03-22T14:07:26Z
dc.date.available2011-03-22T14:07:26Z
dc.date.issued2010
dc.descriptionProceeding of: European Conference on Artificial Intelligence (ECAI 2010). Lisbon, Portugal, August, 16th - 20th, 2010.
dc.description.abstractIn this paper, we propose an automated approach to track and recognize daily activities. Any activity is represented in this research as a sequence of raw sensors data. These sequences are treated using statistical methods in order to discover activity patterns. However, as the way to perform an activity is usually not fixed but it changes and evolves, we propose an activity recognition method based on Evolving Systems.
dc.description.statusPublicado
dc.format.mimetypeapplication/pdf
dc.format.mimetypetext/plain
dc.identifier.bibliographicCitationECAI 2010, 19th European Conference on Artificial Intelligence, IOS Press, pp. 1047-1048
dc.identifier.doi10.3233/978-1-60750-606-5-1047
dc.identifier.isbn978-1-60750-605-8 (print)
dc.identifier.isbn978-1-60750-606-5 (online)
dc.identifier.publicationfirstpage1047
dc.identifier.publicationlastpage1048
dc.identifier.publicationtitleECAI 2010, 19th European Conference on Artificial Intelligence, IOS Press
dc.identifier.publicationvolume215
dc.identifier.urihttps://hdl.handle.net/10016/10550
dc.language.isoeng
dc.publisherIOS Press
dc.relation.eventdateAugust, 16th - 20th, 2010
dc.relation.eventplaceLisbon (Portugal)
dc.relation.eventtitleEuropean Conference on Artificial Intelligence (ECAI 2010)
dc.relation.ispartofseriesFrontiers in artificial intelligence and applications, vol. 215
dc.relation.publisherversionhttp://www.booksonline.iospress.nl/Content/View.aspx?piid=17932
dc.rights© The authors and IOS Press.
dc.rights.accessRightsopen access
dc.subject.ecienciaInformática
dc.titleHuman activity recognition in intelligent home environments: an evolving approach
dc.typeconference paper*
dc.type.hasVersionAM*
dc.type.reviewPeerReviewed
dspace.entity.typePublication
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