Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data

Research output: Contribution to journal › Article › peer-review

Standard Standard

Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data. / Plumpton, Catrin O.; Kuncheva, Ludmila I.; Oosterhof, Nikolaas N. et al.
In: Pattern Recognition, Vol. 45, No. 6, 06.2012, p. 2101-2108.

Research output: Contribution to journal › Article › peer-review

HarvardHarvard

Plumpton, CO , Kuncheva, LI, Oosterhof, NN & Johnston, SJ 2012, 'Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data', Pattern Recognition, vol. 45, no. 6, pp. 2101-2108. https://doi.org/10.1016/j.patcog.2011.04.023

APA

Plumpton, C. O., Kuncheva, L. I., Oosterhof, N. N., & Johnston, S. J. (2012). Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data. Pattern Recognition, 45(6), 2101-2108. https://doi.org/10.1016/j.patcog.2011.04.023

CBE

Plumpton CO , Kuncheva LI, Oosterhof NN, Johnston SJ. 2012. Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data. Pattern Recognition. 45(6):2101-2108. https://doi.org/10.1016/j.patcog.2011.04.023

MLA

Plumpton, Catrin O. et al. "Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data". Pattern Recognition. 2012, 45(6). 2101-2108. https://doi.org/10.1016/j.patcog.2011.04.023

VancouverVancouver

Plumpton CO , Kuncheva LI, Oosterhof NN, Johnston SJ. Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data. Pattern Recognition. 2012 Jun;45(6):2101-2108. doi: 10.1016/j.patcog.2011.04.023

Author

Plumpton, Catrin O. ; Kuncheva, Ludmila I. ; Oosterhof, Nikolaas N. et al. / Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data. In: Pattern Recognition. 2012 ; Vol. 45, No. 6. pp. 2101-2108.

RIS

TY - JOUR

T1 - Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data

AU - Plumpton, Catrin O.

AU - Kuncheva, Ludmila I.

AU - Oosterhof, Nikolaas N.

AU - Johnston, Stephen J.

N1 - Unable to release attached version due to copyright restrictions

PY - 2012/6

Y1 - 2012/6

KW - Functional magnetic resonance imaging (fMRI)

KW - Online classification

KW - Naive labelling

KW - Classifier ensembles

U2 - 10.1016/j.patcog.2011.04.023

DO - 10.1016/j.patcog.2011.04.023

M3 - Article

VL - 45

SP - 2101

EP - 2108

JO - Pattern Recognition

JF - Pattern Recognition

SN - 0031-3203

IS - 6

ER -