Language proficiency classification during computer-based test with EEG pattern recognition methods

Federico Cirett-Galán; Raquel Torres-Peralta; Carole R. Beal

doi:10.1007/978-3-319-59226-8_28

Language proficiency classification during computer-based test with EEG pattern recognition methods

Federico Cirett-Galán^*, Raquel Torres-Peralta, Carole R. Beal

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings
Editors	Jesus Ariel Carrasco-Ochoa, Jose Francisco Martinez-Trinidad, Jose Arturo Olvera-Lopez
Publisher	Springer Verlag
Pages	288-296
Number of pages	9
ISBN (Print)	9783319592251
DOIs	https://doi.org/10.1007/978-3-319-59226-8_28
State	Published - 1 Jan 2017
Event	9th Mexican Conference on Pattern Recognition, MCPR 2017 - Huatulco, Mexico Duration: 21 Jun 2017 → 24 Jun 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10267 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th Mexican Conference on Pattern Recognition, MCPR 2017
Country	Mexico
City	Huatulco
Period	21/06/17 → 24/06/17

Keywords

Behavior
Data mining
Electroencephalography
Intelligent tutoring systems
Machine learning
Pattern recognition
Physiology

Access to Document

10.1007/978-3-319-59226-8_28

Link to publication in Scopus

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Cite this

Cirett-Galán, F., Torres-Peralta, R., & Beal, C. R. (2017). Language proficiency classification during computer-based test with EEG pattern recognition methods. In J. A. Carrasco-Ochoa, J. F. Martinez-Trinidad, & J. A. Olvera-Lopez (Eds.), Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings (pp. 288-296). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10267 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-59226-8_28

Cirett-Galán, Federico ; Torres-Peralta, Raquel ; Beal, Carole R. / Language proficiency classification during computer-based test with EEG pattern recognition methods. Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings. editor / Jesus Ariel Carrasco-Ochoa ; Jose Francisco Martinez-Trinidad ; Jose Arturo Olvera-Lopez. Springer Verlag, 2017. pp. 288-296 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Language proficiency classification during computer-based test with EEG pattern recognition methods",

keywords = "Behavior, Data mining, Electroencephalography, Intelligent tutoring systems, Machine learning, Pattern recognition, Physiology",

author = "Federico Cirett-Gal{\'a}n and Raquel Torres-Peralta and Beal, {Carole R.}",

year = "2017",

month = jan,

day = "1",

doi = "10.1007/978-3-319-59226-8_28",

language = "Ingl{\'e}s",

isbn = "9783319592251",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "288--296",

editor = "Carrasco-Ochoa, {Jesus Ariel} and Martinez-Trinidad, {Jose Francisco} and Olvera-Lopez, {Jose Arturo}",

booktitle = "Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings",

address = "Alemania",

note = "null ; Conference date: 21-06-2017 Through 24-06-2017",

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Cirett-Galán, F , Torres-Peralta, R & Beal, CR 2017, Language proficiency classification during computer-based test with EEG pattern recognition methods. in JA Carrasco-Ochoa, JF Martinez-Trinidad & JA Olvera-Lopez (eds), Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10267 LNCS, Springer Verlag, pp. 288-296, 9th Mexican Conference on Pattern Recognition, MCPR 2017, Huatulco, Mexico, 21/06/17. https://doi.org/10.1007/978-3-319-59226-8_28

Language proficiency classification during computer-based test with EEG pattern recognition methods. / Cirett-Galán, Federico ; Torres-Peralta, Raquel; Beal, Carole R.

Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings. ed. / Jesus Ariel Carrasco-Ochoa; Jose Francisco Martinez-Trinidad; Jose Arturo Olvera-Lopez. Springer Verlag, 2017. p. 288-296 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10267 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Language proficiency classification during computer-based test with EEG pattern recognition methods

AU - Cirett-Galán, Federico

AU - Torres-Peralta, Raquel

AU - Beal, Carole R.

PY - 2017/1/1

Y1 - 2017/1/1

KW - Behavior

KW - Data mining

KW - Electroencephalography

KW - Intelligent tutoring systems

KW - Machine learning

KW - Pattern recognition

KW - Physiology

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U2 - 10.1007/978-3-319-59226-8_28

DO - 10.1007/978-3-319-59226-8_28

M3 - Contribución a la conferencia

AN - SCOPUS:85021218285

SN - 9783319592251

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 288

EP - 296

BT - Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings

A2 - Carrasco-Ochoa, Jesus Ariel

A2 - Martinez-Trinidad, Jose Francisco

A2 - Olvera-Lopez, Jose Arturo

PB - Springer Verlag

Y2 - 21 June 2017 through 24 June 2017

ER -

Cirett-Galán F , Torres-Peralta R, Beal CR. Language proficiency classification during computer-based test with EEG pattern recognition methods. In Carrasco-Ochoa JA, Martinez-Trinidad JF, Olvera-Lopez JA, editors, Pattern Recognition - 9th Mexican Conference, MCPR 2017, Proceedings. Springer Verlag. 2017. p. 288-296. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-319-59226-8_28