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

  1. Pereda, E. 123
  2. García-Torres, M. 4
  3. Melián-Batista, B. 1
  4. Mañas, S. 5
  5. Méndez, L. 5
  6. González, J.J. 1
  1. 1 Universidad de La Laguna
    info

    Universidad de La Laguna

    San Cristobal de La Laguna, España

    ROR https://ror.org/01r9z8p25

  2. 2 Universidad Politécnica de Madrid
    info

    Universidad Politécnica de Madrid

    Madrid, España

    ROR https://ror.org/03n6nwv02

  3. 3 Dept. of Data Analysis, Faculty of Psychological and Educational Sciences
  4. 4 Universidad Pablo de Olavide
    info

    Universidad Pablo de Olavide

    Sevilla, España

    ROR https://ror.org/02z749649

  5. 5 Hospital Universitario Nuestra Señora de Candelaria
    info

    Hospital Universitario Nuestra Señora de Candelaria

    Santa Cruz de Tenerife, España

    ROR https://ror.org/005a3p084

Journal:
PLoS ONE

ISSN: 1932-6203

Year of publication: 2018

Volume: 13

Issue: 8

Type: Article

DOI: 10.1371/JOURNAL.PONE.0201660 PMID: 30114248 SCOPUS: 2-s2.0-85053425219 GOOGLE SCHOLAR lock_openOpen access editor
Data source: Scopus