Observatorio de I+D+i UPM

Memorias de investigación
Communications at congresses:
Generating time series reference models based on event analysis
Year:2010
Research Areas
  • Information technology and adata processing,
  • Computer systems
Information
Abstract
Creating a time series that represents a reference model from a given set of time series is an important problem as it can be applied to a wide range of tasks like diagnosis, decision support, fraud detection, etc. In some domains, like seismography or medicine, the relevant information contained in the time series is concentrated in short periods of time called events. In this paper, we propose a technique for generating time series reference models based on the analysis of the events they contain. The proposed technique has been applied to time series from two medical domains: Electroencephalography, a neurological procedure to record the electrical activity produced by the brain and Stabilometry, a branch of medicine studying balance-related functions in human beings.
International
Si
Congress
ECAI 2010 19hth European Conference on Artificial Intelligence
960
Place
Lisboa, Portugal
Reviewers
Si
ISBN/ISSN
978-1-60750-605-8
10.3233/978-1-60750-606-5-1115
Start Date
16/08/2010
End Date
20/08/2010
From page
1115
To page
1116
Frontiers in Artificial Intelligence and Applications, IOS Press
Participants
  • Autor: Juan Alfonso Lara Torralbo (UPM)
  • Autor: Juan Pedro Caraca-Valente Hernandez (UPM)
  • Participante: AFRICA LOPEZ-ILLESCAS (CONSEJO SUPERIOR DEPORTE)
  • Autor: Aurora Perez Perez (UPM)
Research Group, Departaments and Institutes related
  • Creador: Grupo de Investigación: Grupo de Investigación en Tecnología Informática y de las Comunicaciones: CETTICO
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