Stress Detection by means of Stress Physiological Template

Santos Sierra, Alberto de and Sánchez Ávila, Carmen and Bailador del Pozo, Gonzalo and Guerra Casanova, Javier (2011). Stress Detection by means of Stress Physiological Template. In: "2011 Third World Congress on Nature and Biologically Inspired Computing (NaBIC)", 19/10/2011 - 21/10/2011, Salamanca, España. ISBN 978-1-4577-1122-0. pp. 131-136.

Description

Title: Stress Detection by means of Stress Physiological Template
Author/s:
  • Santos Sierra, Alberto de
  • Sánchez Ávila, Carmen
  • Bailador del Pozo, Gonzalo
  • Guerra Casanova, Javier
Item Type: Presentation at Congress or Conference (Article)
Event Title: 2011 Third World Congress on Nature and Biologically Inspired Computing (NaBIC)
Event Dates: 19/10/2011 - 21/10/2011
Event Location: Salamanca, España
Title of Book: Proceedings of 2011 Third World Congress on Nature and Biologically Inspired Computing (NaBIC)
Date: 2011
ISBN: 978-1-4577-1122-0
Subjects:
Faculty: Centro de Domótica Integral (CeDInt) (UPM)
Department: Otro
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This paper describes a stress detection system based on fuzzy logic and two physiological signals: Galvanic Skin Response and Heart Rate. Instead of providing a global stress classification, this approach creates an individual stress templates, gathering the behaviour of individuals under situations with different degrees of stress. The proposed method is able to detect stress properly with a rate of 99.5%, being evaluated with a database of 80 individuals. This result improves former approaches in the literature and well-known machine learning techniques like SVM, k-NN, GMM and Linear Discriminant Analysis. Finally, the proposed method is highly suitable for real-time applications

More information

Item ID: 13515
DC Identifier: http://oa.upm.es/13515/
OAI Identifier: oai:oa.upm.es:13515
Official URL: http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6089448
Deposited by: Memoria Investigacion
Deposited on: 17 Oct 2012 11:16
Last Modified: 21 Apr 2016 12:50
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