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dc.contributor.author
Xia, Yirong
dc.contributor.author
Yang, Licai
dc.contributor.author
Zunino, Luciano José
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dc.contributor.author
Shi, Hongyu
dc.contributor.author
Zhuang, Yuan
dc.contributor.author
Liu, Chengyu
dc.date.available
2019-11-11T17:33:34Z
dc.date.issued
2018-02
dc.identifier.citation
Xia, Yirong; Yang, Licai; Zunino, Luciano José; Shi, Hongyu; Zhuang, Yuan; et al.; Application of permutation entropy and permutation min-entropy in multiple emotional states analysis of RRI time series; Molecular Diversity Preservation International; Entropy; 20; 3; 2-2018; 148-148
dc.identifier.issn
1099-4300
dc.identifier.uri
http://hdl.handle.net/11336/88476
dc.description.abstract
This study?s aim was to apply permutation entropy (PE) and permutation min-entropy (PME) over an RR interval time series to quantify the changes in cardiac activity among multiple emotional states. Electrocardiogram (ECG) signals were recorded under six emotional states (neutral, happiness, sadness, anger, fear, and disgust) in 60 healthy subjects at a rate of 1000 Hz. For each emotional state, ECGs were recorded for 5 min and the RR interval time series was extracted from these ECGs. The obtained results confirm that PE and PME increase significantly during the emotional states of happiness, sadness, anger, and disgust. Both symbolic quantifiers also increase but not in a significant way for the emotional state of fear. Moreover, it is found that PME is more sensitive than PE for discriminating non-neutral from neutral emotional states.
dc.format
application/pdf
dc.language.iso
eng
dc.publisher
Molecular Diversity Preservation International
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dc.rights
info:eu-repo/semantics/openAccess
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.subject
PERMUTATION ENTROPY
dc.subject
PERMUTATION MIN-ENTROPY
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EMOTION RECOGNITION
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HEART RATE VARIABILITY
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ELECTROCARDIOGRAM (ECG)
dc.subject.classification
Otras Ciencias Físicas
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dc.subject.classification
Ciencias Físicas
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dc.subject.classification
CIENCIAS NATURALES Y EXACTAS
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dc.title
Application of permutation entropy and permutation min-entropy in multiple emotional states analysis of RRI time series
dc.type
info:eu-repo/semantics/article
dc.type
info:ar-repo/semantics/artículo
dc.type
info:eu-repo/semantics/publishedVersion
dc.date.updated
2019-10-21T18:35:41Z
dc.journal.volume
20
dc.journal.number
3
dc.journal.pagination
148-148
dc.journal.pais
Suiza
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dc.journal.ciudad
Basel
dc.description.fil
Fil: Xia, Yirong. Shandong University; China
dc.description.fil
Fil: Yang, Licai. Shandong University; China
dc.description.fil
Fil: Zunino, Luciano José. Universidad Nacional de La Plata. Facultad de Ingeniería. Departamento de Ciencias Básicas; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - La Plata. Centro de Investigaciones Ópticas. Provincia de Buenos Aires. Gobernación. Comisión de Investigaciones Científicas. Centro de Investigaciones Ópticas. Universidad Nacional de La Plata. Centro de Investigaciones Ópticas; Argentina
dc.description.fil
Fil: Shi, Hongyu. Shandong University; China
dc.description.fil
Fil: Zhuang, Yuan. Shandong University; China
dc.description.fil
Fil: Liu, Chengyu. Southeast University; China
dc.journal.title
Entropy
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dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/http://www.mdpi.com/1099-4300/20/3/148
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.3390/e20030148
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