Full text
Preview |
PDF
- Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (421kB) | Preview |
Pérez Pérez, Aurora and Caraça-Valente Hernández, Juan Pedro and Lara Torralbo, Juan Alfonso (2010). Generating time series reference models based on event analysis. In: "19th European Conference on Artificial ntelligence, ECAI 2010", 16/08/2010 - 20/08/2010, Lisboa, Portugal. ISBN 978-1-60750-605-8.
Title: | Generating time series reference models based on event analysis |
---|---|
Author/s: |
|
Item Type: | Presentation at Congress or Conference (Article) |
Event Title: | 19th European Conference on Artificial ntelligence, ECAI 2010 |
Event Dates: | 16/08/2010 - 20/08/2010 |
Event Location: | Lisboa, Portugal |
Title of Book: | Frontiers in Artificial Intelligence and Applications. Proceeding of the 19th European Conference on Artificial ntelligence, ECAI 2010 |
Date: | 2010 |
ISBN: | 978-1-60750-605-8 |
Volume: | 215 |
Subjects: | |
Faculty: | Facultad de Informática (UPM) |
Department: | Lenguajes y Sistemas Informáticos e Ingeniería del Software |
Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Preview |
PDF
- Requires a PDF viewer, such as GSview, Xpdf or Adobe Acrobat Reader
Download (421kB) | Preview |
Creating a reference model that represents a given set of time series is a relevant 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.
Item ID: | 7940 |
---|---|
DC Identifier: | https://oa.upm.es/7940/ |
OAI Identifier: | oai:oa.upm.es:7940 |
Official URL: | http://www.booksonline.iospress.nl/Content/View.as... |
Deposited by: | Memoria Investigacion |
Deposited on: | 15 Jul 2011 10:33 |
Last Modified: | 20 Apr 2016 16:52 |