Modelling Stabilometric Time Series

Lara Torralbo, Juan Alfonso and Pérez Pérez, Aurora and Caraça-Valente Hernández, Juan Pedro and López-Illescas, África (2010). Modelling Stabilometric Time Series. In: "3rd International Conference on Health Informatics, HEALTHINF 2010", 20/01/2010 - 23/01/2010, Valencia, España. ISBN 978-989-674016-0.

Description

Title: Modelling Stabilometric Time Series
Author/s:
  • Lara Torralbo, Juan Alfonso
  • Pérez Pérez, Aurora
  • Caraça-Valente Hernández, Juan Pedro
  • López-Illescas, África
Item Type: Presentation at Congress or Conference (Article)
Event Title: 3rd International Conference on Health Informatics, HEALTHINF 2010
Event Dates: 20/01/2010 - 23/01/2010
Event Location: Valencia, España
Title of Book: Proceedings of the 3rd International Conference on Health Informatics, HEALTHINF 2010
Date: 2010
ISBN: 978-989-674016-0
Subjects:
Freetext Keywords: Data Mining, Time Series, Event Detection, Stabilometry
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

Stabilometry is a branch of medicine that studies balance-related human functions. Stabilometric systems generate time series. The analysis of these time series using data mining techniques can be very useful for domain experts. In the field of stabilometry, as in many other domains, the key nuggets of information in a time series are concentrated within definite time periods known as events. In this paper, we propose a technique for creating reference models for stabilometric time series based on event analysis. After testing the technique on time series recorded by top-competition sportspeople, we conclude that stabilometric models can be used to classify individuals by their balance-related abilities

More information

Item ID: 7943
DC Identifier: http://oa.upm.es/7943/
OAI Identifier: oai:oa.upm.es:7943
Deposited by: Memoria Investigacion
Deposited on: 15 Jul 2011 09:20
Last Modified: 20 Apr 2016 16:52
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