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

Catrin O. Plumpton; Ludmila I. Kuncheva; Nikolaas N. Oosterhof; Stephen J. Johnston

doi:10.1016/j.patcog.2011.04.023

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

Catrin O. Plumpton
, Ludmila I. Kuncheva
, Nikolaas N. Oosterhof
, Stephen J. Johnston

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

Original language	English
Pages (from-to)	2101-2108
Journal	Pattern Recognition
Volume	45
Issue number	6
DOIs	https://doi.org/10.1016/j.patcog.2011.04.023
Publication status	Published - Jun 2012

Keywords

Functional magnetic resonance imaging (fMRI)
Online classification
Naive labelling
Classifier ensembles

Access to Document

10.1016/j.patcog.2011.04.023

Cite this

@article{08da59828a08455a971de062fe67765e,

title = "Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data",

keywords = "Functional magnetic resonance imaging (fMRI), Online classification, Naive labelling, Classifier ensembles",

author = "Plumpton, \{Catrin O.\} and Kuncheva, \{Ludmila I.\} and Oosterhof, \{Nikolaas N.\} and Johnston, \{Stephen J.\}",

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year = "2012",

month = jun,

doi = "10.1016/j.patcog.2011.04.023",

language = "English",

volume = "45",

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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

SN - 0031-3203

VL - 45

SP - 2101

EP - 2108

JO - Pattern Recognition

JF - Pattern Recognition

IS - 6

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