A Novel Approach for Lie Detection Based on F-Score and Extreme Learning Machine

A new machine learning method referred to as F-score_ELM was proposed to classify the lying and truth-telling using the electroencephalogram (EEG) signals from 28 guilty and innocent subjects. Thirty-one features were extracted from the probe responses from these subjects. Then, a recently-developed...

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Detalles Bibliográficos
Autores principales: Gao, Junfeng, Wang, Zhao, Yang, Yong, Zhang, Wenjia, Tao, Chunyi, Guan, Jinan, Rao, Nini
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3670874/
https://www.ncbi.nlm.nih.gov/pubmed/23755136
http://dx.doi.org/10.1371/journal.pone.0064704

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