An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes
Galar, Mikel, Fernández, Alberto, Barrenechea, Edurne, Bustince, Humberto, Herrera, Francisco
Published in Pattern recognition (01.08.2011)
Published in Pattern recognition (01.08.2011)
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Journal Article
Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between n-Dimensional Overlap Functions and Decomposition Strategies
Elkano, Mikel, Galar, Mikel, Sanz, Jose Antonio, Fernandez, Alberto, Barrenechea, Edurne, Herrera, Francisco, Bustince, Humberto
Published in IEEE transactions on fuzzy systems (01.10.2015)
Published in IEEE transactions on fuzzy systems (01.10.2015)
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Journal Article
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
Peralta, Daniel, Galar, Mikel, Triguero, Isaac, Paternain, Daniel, García, Salvador, Barrenechea, Edurne, Benítez, José M., Bustince, Humberto, Herrera, Francisco
Published in Information sciences (10.09.2015)
Published in Information sciences (10.09.2015)
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Journal Article
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
Galar, Mikel, Derrac, Joaquín, Peralta, Daniel, Triguero, Isaac, Paternain, Daniel, Lopez-Molina, Carlos, García, Salvador, Benítez, José M., Pagola, Miguel, Barrenechea, Edurne, Bustince, Humberto, Herrera, Francisco
Published in Knowledge-based systems (01.06.2015)
Published in Knowledge-based systems (01.06.2015)
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Journal Article
NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem
Galar, Mikel, Fernández, Alberto, Barrenechea, Edurne, Bustince, Humberto, Herrera, Francisco
Published in Information fusion (01.07.2017)
Published in Information fusion (01.07.2017)
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Journal Article
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
Galar, Mikel, Derrac, Joaquín, Peralta, Daniel, Triguero, Isaac, Paternain, Daniel, Lopez-Molina, Carlos, García, Salvador, Benítez, José M., Pagola, Miguel, Barrenechea, Edurne, Bustince, Humberto, Herrera, Francisco
Published in Knowledge-based systems (01.06.2015)
Published in Knowledge-based systems (01.06.2015)
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Journal Article
EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling
Galar, Mikel, Fernández, Alberto, Barrenechea, Edurne, Herrera, Francisco
Published in Pattern recognition (01.12.2013)
Published in Pattern recognition (01.12.2013)
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Journal Article
Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy
Krawczyk, Bartosz, Galar, Mikel, Jeleń, Łukasz, Herrera, Francisco
Published in Applied soft computing (01.01.2016)
Published in Applied soft computing (01.01.2016)
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Journal Article
Guidelines to Compare Semantic Segmentation Maps at Different Resolutions
Ayala, Christian, Aranda, Carlos, Galar, Mikel
Published in IEEE transactions on geoscience and remote sensing (01.01.2024)
Published in IEEE transactions on geoscience and remote sensing (01.01.2024)
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Journal Article
Advances in Artificial Intelligence: 17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016. Proceedings
Luaces, Oscar, Gámez, José A, Barrenechea, Edurne, Troncoso, Alicia, Galar, Mikel, Quintián, Héctor, Corchado, Emilio
Year of Publication 2016
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Year of Publication 2016
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Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the Fuzzy Reasoning Method
Elkano, Mikel, Galar, Mikel, Sanz, Jose, Bustince, Humberto
Published in Information sciences (01.03.2016)
Published in Information sciences (01.03.2016)
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Journal Article