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The blessing of Dimensionality : feature selection outperforms functional connectivity-based feature transformation to classify ADHD subjects from EEG patterns of phase synchronisation

(2018) PLOS ONE. 13(8).
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Keywords
brain connectivity, EEG, machine learning

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MLA
Pereda, Ernesto et al. “The Blessing of Dimensionality : Feature Selection Outperforms Functional Connectivity-based Feature Transformation to Classify ADHD Subjects from EEG Patterns of Phase Synchronisation.” Ed. Ruxandra Stoean. PLOS ONE 13.8 (2018): n. pag. Print.
APA
Pereda, E., García-Torres, M., Melián-Batista, B., Mañas, S., Méndez, L., & González, J. J. (2018). The blessing of Dimensionality : feature selection outperforms functional connectivity-based feature transformation to classify ADHD subjects from EEG patterns of phase synchronisation. (R. Stoean, Ed.)PLOS ONE, 13(8).
Chicago author-date
Pereda, Ernesto, Miguel García-Torres, Belén Melián-Batista, Soledad Mañas, Leopoldo Méndez, and Julián J. González. 2018. “The Blessing of Dimensionality : Feature Selection Outperforms Functional Connectivity-based Feature Transformation to Classify ADHD Subjects from EEG Patterns of Phase Synchronisation.” Ed. Ruxandra Stoean. Plos One 13 (8).
Chicago author-date (all authors)
Pereda, Ernesto, Miguel García-Torres, Belén Melián-Batista, Soledad Mañas, Leopoldo Méndez, and Julián J. González. 2018. “The Blessing of Dimensionality : Feature Selection Outperforms Functional Connectivity-based Feature Transformation to Classify ADHD Subjects from EEG Patterns of Phase Synchronisation.” Ed. Ruxandra Stoean. Plos One 13 (8).
Vancouver
1.
Pereda E, García-Torres M, Melián-Batista B, Mañas S, Méndez L, González JJ. The blessing of Dimensionality : feature selection outperforms functional connectivity-based feature transformation to classify ADHD subjects from EEG patterns of phase synchronisation. Stoean R, editor. PLOS ONE. Public Library of Science (PLoS); 2018;13(8).
IEEE
[1]
E. Pereda, M. García-Torres, B. Melián-Batista, S. Mañas, L. Méndez, and J. J. González, “The blessing of Dimensionality : feature selection outperforms functional connectivity-based feature transformation to classify ADHD subjects from EEG patterns of phase synchronisation,” PLOS ONE, vol. 13, no. 8, 2018.
@article{8573122,
  articleno    = {e0201660},
  author       = {Pereda, Ernesto and García-Torres, Miguel and Melián-Batista, Belén and Mañas, Soledad and Méndez, Leopoldo and González, Julián J.},
  editor       = {Stoean, Ruxandra},
  issn         = {1932-6203},
  journal      = {PLOS ONE},
  keywords     = {brain connectivity,EEG,machine learning},
  language     = {eng},
  number       = {8},
  publisher    = {Public Library of Science (PLoS)},
  title        = {The blessing of Dimensionality : feature selection outperforms functional connectivity-based feature transformation to classify ADHD subjects from EEG patterns of phase synchronisation},
  url          = {http://dx.doi.org/10.1371/journal.pone.0201660},
  volume       = {13},
  year         = {2018},
}

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