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

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

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
URI: http://hdl.handle.net/11407/4351

Resumen:

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.

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