A Language for Defining Events in Multi-Dimensional Time Series: Application to a Medical Domain

Lara Torralbo, Juan Alfonso and López-Illescas, África and Pérez Pérez, Aurora and Caraça-Valente Hernández, Juan Pedro (2009). A Language for Defining Events in Multi-Dimensional Time Series: Application to a Medical Domain. In: "1st International Wokshop on Minig of Non-Conventional Data. MINCODA 09", 13/11/2009 - 13/11/2009, SEVILLA, ESPAÑA. ISBN 978-84-608-0978-4.

Description

Title: A Language for Defining Events in Multi-Dimensional Time Series: Application to a Medical Domain
Author/s:
  • Lara Torralbo, Juan Alfonso
  • López-Illescas, África
  • Pérez Pérez, Aurora
  • Caraça-Valente Hernández, Juan Pedro
Item Type: Presentation at Congress or Conference (Article)
Event Title: 1st International Wokshop on Minig of Non-Conventional Data. MINCODA 09
Event Dates: 13/11/2009 - 13/11/2009
Event Location: SEVILLA, ESPAÑA
Title of Book: Proceedings of the 1st International Wokshop on Minig of Non-Conventional Data. MINCODA¿09
Date: 2009
ISBN: 978-84-608-0978-4
Subjects:
Faculty: Facultad de Informática (UPM)
Department: Lenguajes y Sistemas Informáticos e Ingeniería del Software
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

In many domains, like seismography or medicine, time series analysis focuses on particular regions of interest in the time series, known as events, whereas the remainder of the times series contains hardly any useful information. Research into the field of time series events definition has proposed techniques that are only applicable to specific domains. In this paper, we propose an events definition language that is general enough to be able to simply and naturally define time series events in any domain. The proposed language has been applied to the definition of time series events generated by stabile metric systems within the branch of medicine dealing with balance related functions in human beings.

More information

Item ID: 5580
DC Identifier: http://oa.upm.es/5580/
OAI Identifier: oai:oa.upm.es:5580
Official URL: http://www.lsi.upc.edu/~marias/mincoda09
Deposited by: Memoria Investigacion
Deposited on: 23 Dec 2010 10:08
Last Modified: 20 Apr 2016 14:21
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