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A dimension reduction technique applied to regression on high dimension, low sample size neurophysiological data sets

Published Online: 2021-01-04

Published Print: 2021-12

Authors

Santana, Adrielle C. http://orcid.org/0000-0003-1457-8930
Barbosa, Adriano V. http://orcid.org/0000-0003-1083-8256
Yehia, Hani C. http://orcid.org/0000-0003-4578-0525
Laboissière, Rafael http://orcid.org/0000-0002-2180-9250
Funding

Funding for this research was provided by:

Institut Rhônalpin des Systèmes Complexes

PEPS Grenoble-CNRS

Conselho Nacional de Desenvolvimento Cientîfico e Tecnológico (PQ 312018/2016-9)

Fundação de Amparo à Pesquisa do Estado de Minas Gerais (APQ-03701-16)

Universidade Federal de Ouro Preto
License Information

Text and Data Mining valid from 2021-01-04

Version of Record valid from 2021-01-04
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Article History

Received: 19 August 2020

Accepted: 27 November 2020

First Online: 4 January 2021

Ethics approval and consent to participate

: The experiment was approved by the local Ethics Committee (COEP-UFMG Brazil - Number: 3.660.444). All participants gave their written consent to participate in the study.

: Not applicable.

: The authors declare that they have no competing interests.

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