Feature selection for nonlinear models with extreme learning machines

Frénay Benoît; Mark van Heeswijk; Yoan Miche; Michel Verleysen; Amaury Lendasse

doi:10.1016/j.neucom.2011.12.055

Feature selection for nonlinear models with extreme learning machines

Frénay Benoît
, Mark van Heeswijk
, Yoan Miche
, Michel Verleysen
, Amaury Lendasse

Université catholique de Louvain
Aalto University
Ikerbasque Basque Foundation for Science
University of the Basque Country

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

Original language	English
Pages (from-to)	111-124
Number of pages	14
Journal	Neurocomputing
Volume	102
DOIs	https://doi.org/10.1016/j.neucom.2011.12.055
State	Published - Feb 15 2013
Externally published	Yes

ASJC Scopus Subject Areas

Computer Science Applications
Cognitive Neuroscience
Artificial Intelligence

Keywords

Extreme learning machines
Feature selection
Regression
Regularisation

Access to Document

10.1016/j.neucom.2011.12.055

Cite this

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title = "Feature selection for nonlinear models with extreme learning machines",

keywords = "Extreme learning machines, Feature selection, Regression, Regularisation",

author = "Fr{\'e}nay Beno{\^i}t and \{van Heeswijk\}, Mark and Yoan Miche and Michel Verleysen and Amaury Lendasse",

year = "2013",

month = feb,

day = "15",

doi = "10.1016/j.neucom.2011.12.055",

language = "English",

volume = "102",

pages = "111--124",

journal = "Neurocomputing",

issn = "0925-2312",

}

TY - JOUR

T1 - Feature selection for nonlinear models with extreme learning machines

AU - Benoît, Frénay

AU - van Heeswijk, Mark

AU - Miche, Yoan

AU - Verleysen, Michel

AU - Lendasse, Amaury

PY - 2013/2/15

Y1 - 2013/2/15

KW - Extreme learning machines

KW - Feature selection

KW - Regression

KW - Regularisation

UR - https://www.scopus.com/pages/publications/84870253587

UR - https://www.scopus.com/pages/publications/84870253587#tab=citedBy

U2 - 10.1016/j.neucom.2011.12.055

DO - 10.1016/j.neucom.2011.12.055

M3 - Article

AN - SCOPUS:84870253587

SN - 0925-2312

VL - 102

SP - 111

EP - 124

JO - Neurocomputing

JF - Neurocomputing

ER -

Feature selection for nonlinear models with extreme learning machines

ASJC Scopus Subject Areas

Keywords

Access to Document

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