Memorias de investigación
Ponencias en congresos:
Generating time series reference models based on event analysis
Año:2010
Áreas de investigación
  • Ciencias de la computación y tecnología informática,
  • Informática
Datos
Descripción
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.
Internacional
Si
Nombre congreso
ECAI 2010 19hth European Conference on Artificial Intelligence
Tipo de participación
960
Lugar del congreso
Lisboa, Portugal
Revisores
Si
ISBN o ISSN
978-1-60750-605-8
DOI
10.3233/978-1-60750-606-5-1115
Fecha inicio congreso
16/08/2010
Fecha fin congreso
20/08/2010
Desde la página
1115
Hasta la página
1116
Título de las actas
Frontiers in Artificial Intelligence and Applications, IOS Press
Esta actividad pertenece a memorias de investigación
Participantes
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Grupo de Investigación: Grupo de Investigación en Tecnología Informática y de las Comunicaciones: CETTICO