Bolon-Canedo, V. - Publications & Citations

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Bolon-Canedo, V.

Universidade da Coruna

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11Paper Count

0Citation Count

Published Papers 11

Publication Date

Feature selection for domain adaptation using complexity measures and swarm intelligence

NEUROCOMPUTING

IF6.5

2023-09-01

OAAI

Castillo-Garcia, G.; Moran-Fernandez, L.; Bolon-Canedo, V.

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Centralized vs. distributed feature selection methods based on data complexity measures

KNOWLEDGE-BASED SYSTEMS

IF7.6

2017-02-01

PREAI

Moran-Fernandez, L.; Bolon-Canedo, V.; Alonso-Betanzos, A.

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Ensemble feature selection: Homogeneous and heterogeneous approaches

KNOWLEDGE-BASED SYSTEMS

IF7.6

2017-02-01

192

PREAI

Seijo-Pardo, B.; Porto-Diaz, I.; Bolon-Canedo, V.; Alonso-Betanzos, A.

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Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

IF4.8

2015-10-01

OAAI

Bolon-Canedo, V.; Ataer-Cansizoglu, E.; Erdogmus, D.; Kalpathy-Cramer, J.; Fontenla-Romero, O.; Alonso-Betanzos, A.; Chiang, M. F.

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Recent advances and emerging challenges of feature selection in the context of big data

KNOWLEDGE-BASED SYSTEMS

IF7.6

2015-09-01

199

PREAI

Bolon-Canedo, V.; Sanchez-Marono, N.; Alonso-Betanzos, A.

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Distributed feature selection: An application to microarray data classification

APPLIED SOFT COMPUTING

IF6.6

2015-05-01

142

PREAI

Bolon-Canedo, V.; Sanchez-Marono, N.; Alonso-Betanzos, A.

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Data classification using an ensemble of filters

NEUROCOMPUTING

IF6.5

2014-07-01

PREAI

Bolon-Canedo, V.; Sanchez-Marono, N.; Alonso-Betanzos, A.

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A framework for cost-based feature selection

PATTERN RECOGNITION

IF7.6

2014-07-01

PREAI

Bolon-Canedo, V.; Porto-Diaz, I.; Sanchez-Marono, N.; Alonso-Betanzos, A.

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Toward the scalability of neural networks through feature selection

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2013-06-01

PREAI

Peteiro-Barral, D.; Bolon-Canedo, V.; Alonso-Betanzos, A.; Guijarro-Berdinas, B.; Sanchez-Marono, N.

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An ensemble of filters and classifiers for microarray data classification

PATTERN RECOGNITION

IF7.6

2012-01-01

141

PREAI

Bolon-Canedo, V.; Sanchez-Marono, N.; Alonso-Betanzos, A.

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Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2011-05-01

145

PREAI

Bolon-Canedo, V.; Sanchez-Marono, N.; Alonso-Betanzos, A.

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Research Directions