Characterization framework for Ex-combatants based on EEG and behavioral features

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Date
2017
Author
Quintero-Zea A.
Sepúlveda-Cano L.M.
Calvache M.R.
Orrego S.T.
Orrego N.T.
SISTEMIC, Engineering Faculty, Universidad de Medell´ın UDEM, Cra. 87 No. 30 - 65, Medellín, Colombia
ARKADIUS, Engineering Faculty, Universidad de Medell´ın UDEM, Cra. 87 No. 30 - 65, Medellín, Colombia
Mental Health Group, School of Public Health, Universidad de Antioquia UDEA, Cra. 53 No. 61-30, Medellín, Colombia
Neuroscience Group, Faculty of Medicine, Universidad de Antioquia UDEA, Medellín, Colombia
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Abstract
This paper presents a framework to characterize the emotional processing of Colombian ex-combatants from illegal groups. The classification process is performed using EEGERP data and behavioral features from psychological tests. The results show that ex-combatant and civilian populations can be automatically separated using supervised techniques.With this, we can provide a decision support system for psychologists to improve current interventions aimed to help ex-combatants to make a successful reintegration to civilian life. © Springer Nature Singapore Pte Ltd. 2017.
URI
http://hdl.handle.net/11407/4351
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