Analysis of the emotions' brainwaves

Descripción del Articulo

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 the...

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Detalles Bibliográficos
Autores: Alvarado-Díaz, Witman, Meneses Claudio, Brian, Roman Gonzalez, Avid
Formato: artículo
Fecha de Publicación:2019
Institución:Universidad de Ciencias y Humanidades
Repositorio:UCH-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorio.uch.edu.pe:uch/288
Enlace del recurso:http://repositorio.uch.edu.pe/handle/uch/288
http://doi.org/10.14569/IJACSA.2019.0100509
https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=9
Nivel de acceso:acceso abierto
Materia:Electroencephalography
Degenerative diseases
Human emotion
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dc.title.en.fl_str_mv Analysis of the emotions' brainwaves
title Analysis of the emotions' brainwaves
spellingShingle Analysis of the emotions' brainwaves
Alvarado-Díaz, Witman
Electroencephalography
Degenerative diseases
Human emotion
title_short Analysis of the emotions' brainwaves
title_full Analysis of the emotions' brainwaves
title_fullStr Analysis of the emotions' brainwaves
title_full_unstemmed Analysis of the emotions' brainwaves
title_sort Analysis of the emotions' brainwaves
author Alvarado-Díaz, Witman
author_facet Alvarado-Díaz, Witman
Meneses Claudio, Brian
Roman Gonzalez, Avid
author_role author
author2 Meneses Claudio, Brian
Roman Gonzalez, Avid
author2_role author
author
dc.contributor.author.fl_str_mv Alvarado-Díaz, Witman
Meneses Claudio, Brian
Roman Gonzalez, Avid
dc.subject.en.fl_str_mv Electroencephalography
Degenerative diseases
Human emotion
topic Electroencephalography
Degenerative diseases
Human emotion
description 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.
publishDate 2019
dc.date.accessioned.none.fl_str_mv 2019-07-31T21:28:50Z
dc.date.available.none.fl_str_mv 2019-07-31T21:28:50Z
dc.date.issued.fl_str_mv 2019
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.en_PE.fl_str_mv 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.
dc.identifier.issn.none.fl_str_mv 2158-107X
2156-5570
dc.identifier.uri.none.fl_str_mv http://repositorio.uch.edu.pe/handle/uch/288
http://doi.org/10.14569/IJACSA.2019.0100509
https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=9
dc.identifier.doi.en_PE.fl_str_mv 10.14569/IJACSA.2019.0100509
dc.identifier.journal.en_PE.fl_str_mv International Journal of Advanced Computer Science and Applications
dc.identifier.scopus.none.fl_str_mv 2-s2.0-85066764319
identifier_str_mv 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.
2158-107X
2156-5570
10.14569/IJACSA.2019.0100509
International Journal of Advanced Computer Science and Applications
2-s2.0-85066764319
url http://repositorio.uch.edu.pe/handle/uch/288
http://doi.org/10.14569/IJACSA.2019.0100509
https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=9
dc.language.iso.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv info:eu-repo/semantics/article
dc.relation.ispartof.none.fl_str_mv International Journal of Advanced Computer Science and Applications
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.none.fl_str_mv https://creativecommons.org/licenses/by/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.en_PE.fl_str_mv Science and Information Organization
dc.source.en_PE.fl_str_mv Universidad de Ciencias y Humanidades
Repositorio institucional - UCH
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instacron:UCH
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spelling Alvarado-Díaz, WitmanMeneses Claudio, BrianRoman Gonzalez, Avid2019-07-31T21:28:50Z2019-07-31T21:28:50Z2019Alvarado Díaz, W., Meneses Claudio, B., & Roman Gonzalez, A.(2019). Analysis of the emotions' brainwaves. International Journal of Advanced Computer Science and Applications, 10(5), 57-60.2158-107X2156-5570http://repositorio.uch.edu.pe/handle/uch/288http://doi.org/10.14569/IJACSA.2019.0100509https://thesai.org/Publications/ViewPaper?Volume=10&Issue=5&Code=IJACSA&SerialNo=910.14569/IJACSA.2019.0100509International Journal of Advanced Computer Science and Applications2-s2.0-85066764319Currently 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.Submitted by sistemas uch (sistemas@uch.edu.pe) on 2019-07-31T21:28:50Z No. of bitstreams: 1 2019_Alvarado-Diaz.pdf: 881610 bytes, checksum: fbaefa768c91cefb4c22abf391eea4db (MD5)Made available in DSpace on 2019-07-31T21:28:50Z (GMT). No. of bitstreams: 1 2019_Alvarado-Diaz.pdf: 881610 bytes, checksum: fbaefa768c91cefb4c22abf391eea4db (MD5) Previous issue date: 2019application/pdfengScience and Information Organizationinfo:eu-repo/semantics/articleInternational Journal of Advanced Computer Science and Applicationsinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Universidad de Ciencias y HumanidadesRepositorio institucional - UCHreponame:UCH-Institucionalinstname:Universidad de Ciencias y Humanidadesinstacron:UCHElectroencephalographyDegenerative diseasesHuman emotionAnalysis of the emotions' brainwavesinfo:eu-repo/semantics/articleORIGINAL2019_Alvarado-Diaz.pdf2019_Alvarado-Diaz.pdfapplication/pdf881610http://repositorio.uch.edu.pe/xmlui/bitstream/uch/288/1/2019_Alvarado-Diaz.pdffbaefa768c91cefb4c22abf391eea4dbMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://repositorio.uch.edu.pe/xmlui/bitstream/uch/288/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52uch/288oai:repositorio.uch.edu.pe:uch/2882019-07-31 23:27:45.292Repositorio UCHuch.dspace@gmail.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Analysis of the emotions' brainwaves
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