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Analysis of the emotions' brainwaves

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dc.contributor.author Alvarado-Díaz, Witman
dc.contributor.author Meneses Claudio, Brian
dc.contributor.author Roman Gonzalez, Avid
dc.date.accessioned 2019-07-31T21:28:50Z
dc.date.available 2019-07-31T21:28:50Z
dc.date.issued 2019
dc.identifier.citation Alvarado Díaz, W., Meneses Claudio, B., & Roman Gonzalez, A.(2019). Analysis of the emotions' brainwaves. International Journal of Advanced Computer Science and Applications, 10(5), 57-60. en_PE
dc.identifier.issn 2158-107X
dc.identifier.issn 2156-5570
dc.identifier.uri http://repositorio.uch.edu.pe/handle/uch/288
dc.identifier.uri http://doi.org/10.14569/IJACSA.2019.0100509
dc.identifier.uri https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=9
dc.description.abstract Currently in Peru, patients with degenerative diseases, such as Amyotrophic Lateral Sclerosis (ALS) have lost of communication ability. Many researchers' papers that establish basic communication system for these patients. It is also essential to know their feelings or state of mind through their emotions, in this study, we present an analysis of electroencephalographic signals (EEG) applied to emotions such as fear, tenderness, happiness and surprised; it was used linear discriminant analysis (LDA) to get the identification and classification of the 4 emotions with a success rate of 63.36% on average. en
dc.format application/pdf
dc.language.iso eng
dc.publisher Science and Information Organization en_PE
dc.relation info:eu-repo/semantics/article
dc.relation.ispartof International Journal of Advanced Computer Science and Applications
dc.rights info:eu-repo/semantics/openAccess
dc.rights.uri https://creativecommons.org/licenses/by/4.0/
dc.source Universidad de Ciencias y Humanidades en_PE
dc.source Repositorio institucional - UCH en_PE
dc.subject Electroencephalography en
dc.subject Degenerative diseases en
dc.subject Human emotion en
dc.title Analysis of the emotions' brainwaves en
dc.type info:eu-repo/semantics/article
dc.identifier.doi 10.14569/IJACSA.2019.0100509 en_PE
dc.identifier.journal International Journal of Advanced Computer Science and Applications en_PE
dc.identifier.scopus 2-s2.0-85066764319


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