Publication: Human activity recognition based on evolving fuzzy systems
dc.affiliation.dpto | UC3M. Departamento de Informática | es |
dc.affiliation.grupoinv | UC3M. Grupo de Investigación: Laboratorio de Control, Aprendizaje y Optimización de Sistemas (CAOS) | es |
dc.contributor.author | Iglesias Martínez, José Antonio | |
dc.contributor.author | Angelov, Plamen | |
dc.contributor.author | Ledezma Espino, Agapito Ismael | |
dc.contributor.author | Sanchis de Miguel, María Araceli | |
dc.date.accessioned | 2012-04-23T09:10:00Z | |
dc.date.available | 2012-04-23T09:10:00Z | |
dc.date.issued | 2010 | |
dc.description.abstract | Environments equipped with intelligent sensors can be of much help if they can recognize the actions or activities of their users. If this activity recognition is done automatically, it can be very useful for different tasks such as future action prediction, remote health monitoring, or interventions. Although there are several approaches for recognizing activities, most of them do not consider the changes in how a human performs a specific activity. We present an automated approach to recognize daily activities from the sensor readings of an intelligent home environment. 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 Fuzzy Systems | |
dc.description.sponsorship | This work has been partially supported by the Spanish Government under project TRA2007-67374-C02-02 | |
dc.format.mimetype | application/pdf | |
dc.identifier.bibliographicCitation | International Journal of Neural Systems, (2010), 20(5), 355-364 | |
dc.identifier.issn | 0129-0657 | |
dc.identifier.publicationfirstpage | 355 | |
dc.identifier.publicationissue | 5 | |
dc.identifier.publicationlastpage | 364 | |
dc.identifier.publicationtitle | International Journal of Neural Systems | |
dc.identifier.publicationvolume | 20 | |
dc.identifier.uri | https://hdl.handle.net/10016/14099 | |
dc.language.iso | eng | |
dc.publisher | World Scientific Publishing Company | |
dc.rights | © World Scientific Publishing Company | |
dc.rights.accessRights | open access | |
dc.subject.eciencia | Informática | |
dc.subject.other | Activity recognition | |
dc.subject.other | Evolving fuzzy systems | |
dc.subject.other | Fuzzy-Rule-Based (FRB) classifiers | |
dc.title | Human activity recognition based on evolving fuzzy systems | |
dc.type | research article | * |
dc.type.hasVersion | AM | * |
dspace.entity.type | Publication |
Files
Original bundle
1 - 1 of 1
Loading...
- Name:
- human_iglesias_IJNS_2010_ps.pdf
- Size:
- 805.85 KB
- Format:
- Adobe Portable Document Format