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A public domain dataset for human activity recognition using smartphones

Autor
Anguita, D.; Ghio, A.; Oneto, L.; Parra, X.; Reyes, J.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
21th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning
Any de l'edició
2013
Data de presentació
2013-04
Llibre d'actes
ESANN 2013 proceedings: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning: Bruges (Belgium), 24-26 April 2013
Pàgina inicial
437
Pàgina final
442
Repositori
http://hdl.handle.net/2117/20897 Obrir en finestra nova
URL
http://www.i6doc.com/en/livre/?GCOI=28001100131010 Obrir en finestra nova
Resum
Human-centered computing is an emerging research field that aims to understand human behavior and integrate users and their social context with computer systems. One of the most recent, challenging and appealing applications in this framework consists in sensing human body motion using smartphones to gather context information about people actions. In this context, we describe in this work an Activity Recognition database, built from the recordings of 30 subjects doing Activities of Daily Living...
Citació
Anguita, D. [et al.]. A public domain dataset for human activity recognition using smartphones. A: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. "Proceedings of the 21th International European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning". Bruges: 2013, p. 437-442.
Grup de recerca
CETpD -Centre d'Estudis Tecnològics per a l'Atenció a la Dependència i la Vida Autònoma
ISSET - Integrated Smart Sensors and Health Technologies

Participants

  • Anguita, Davide  (autor ponent)
  • Ghio, Alessandro  (autor ponent)
  • Oneto, Luca  (autor ponent)
  • Llanas Parra, Francesc Xavier  (autor ponent)
  • Reyes Ortiz, Jorge Luis  (autor ponent)