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- Publications
- Influence
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
- M. Galar, A. Fernández, E. Tartas, H. Bustince, F. Herrera
- Computer Science
- IEEE Transactions on Systems, Man, and…
- 1 July 2012
TLDR
An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes
- M. Galar, A. Fernández, E. Tartas, H. Bustince, F. Herrera
- Computer Science
- Pattern Recognit.
- 1 August 2011
TLDR
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches
- A. Fernández, Victoria López, M. Galar, M. D. Jesús, F. Herrera
- Computer Science
- Knowl. Based Syst.
- 1 April 2013
TLDR
EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling
- M. Galar, A. Fernández, E. Tartas, F. Herrera
- Computer Science
- Pattern Recognit.
- 1 December 2013
TLDR
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
- D. Peralta, M. Galar, +6 authors F. Herrera
- Computer Science
- Inf. Sci.
- 10 September 2015
A background and exhaustive survey on fingerprint matching methods in the literature is presented.A taxonomy of fingerprint minutiae-based methods is proposed.An extensive experimental study shows… Expand
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
- M. Galar, J. Derrac, +9 authors F. Herrera
- Computer Science
- Knowl. Based Syst.
- 2015
TLDR
Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness
- José A. Sáez, M. Galar, J. Luengo, F. Herrera
- Computer Science
- Inf. Sci.
- 1 October 2013
TLDR
A New Approach to Interval-Valued Choquet Integrals and the Problem of Ordering in Interval-Valued Fuzzy Set Applications
- H. Bustince, M. Galar, Benjamín R. C. Bedregal, A. Kolesárová, R. Mesiar
- Computer Science, Mathematics
- IEEE Transactions on Fuzzy Systems
- 1 December 2013
TLDR
Learning from Imbalanced Data Sets
- A. Fernández, S. García, M. Galar, R. Prati, B. Krawczyk, F. Herrera
- Computer Science
- Springer International Publishing
- 23 October 2018
TLDR
Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers
- M. Galar, A. Fernández, E. Tartas, H. Bustince, F. Herrera
- Computer Science
- Pattern Recognit.
- 1 December 2013
TLDR
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