GGGP-based method for modeling time series: Operator selection, parameter optimization and expert evaluation

Alonso Amo, Fernando and Martínez Normand, Loïc and Santamaría Falcón, Agustín and Pérez Pérez, Aurora and Caraça-Valente Hernández, Juan Pedro (2010). GGGP-based method for modeling time series: Operator selection, parameter optimization and expert evaluation. In: "7th International Cross Disciplinary Conference on Web Accessibility (W4A), 2010", 26/04/2010 - 27/04/2010, Raleigh, EEUU.

Description

Title: GGGP-based method for modeling time series: Operator selection, parameter optimization and expert evaluation
Author/s:
  • Alonso Amo, Fernando
  • Martínez Normand, Loïc
  • Santamaría Falcón, Agustín
  • Pérez Pérez, Aurora
  • Caraça-Valente Hernández, Juan Pedro
Item Type: Presentation at Congress or Conference (Article)
Event Title: 7th International Cross Disciplinary Conference on Web Accessibility (W4A), 2010
Event Dates: 26/04/2010 - 27/04/2010
Event Location: Raleigh, EEUU
Title of Book: Proceedings of the 7th International Cross Disciplinary Conference on Web Accessibility (W4A), 2010
Date: 2010
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

This paper describes the theoretical and experimental analysis conducted to define the best values for the various operators and parameters of a grammar-guided genetic programming process for creating isokinetic reference models for top competition athletes. Isokinetics is a medical domain that studies the strength exerted by the patient joints (knee, ankle, etc.). We also present an evaluation of the resulting reference models comparing our results with the reference models output using other methods.

More information

Item ID: 7572
DC Identifier: http://oa.upm.es/7572/
OAI Identifier: oai:oa.upm.es:7572
Official URL: http://www.w4a.info/2010/
Deposited by: Memoria Investigacion
Deposited on: 21 Jun 2011 08:32
Last Modified: 20 Apr 2016 16:40
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