Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients

T Windeatt; C Zor; G Gimelfarb; E Hancock; A Imiya; A Kuijper; M Kudo; S Omachi; K Yamada

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Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients

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Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients

T Windeatt, C Zor, G Gimelfarb, E Hancock, A Imiya, A Kuijper, M Kudo, S Omachi, T Windeatt and K Yamada

STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, Vol.7626, pp.701-709

01/01/2012

Abstract

Science & Technology

Technology

Computer Science

Artificial Intelligence

Computer Science

Theory & Methods

Computer Science

Ensembles

Multilayer Perceptrons

Boolean Function

Walsh Coefficients

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Title: Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients
Creators: T Windeatt
C Zor
G Gimelfarb
E Hancock
A Imiya
A Kuijper
M Kudo
S Omachi
T Windeatt
K Yamada
Publication Details: STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, Vol.7626, pp.701-709
Publisher: SPRINGER-VERLAG BERLIN
Date published: 01/01/2012
Date submitted: 12/11/2012
Identifiers: 99512297602346
Academic Unit: School of Computer Science and Electronic Engineering
Language: English
Resource Type: Journal article

Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients

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