Publications
Search

Publications :: Search

Show author

On this page you see the details of the selected author.

    Author information
    First name: Mikel
    Last name: Galar
    DBLP: 81/7615
    Rating: (not rated yet)
    Bookmark:

    Below you find the publications which have been written by this author.

    Show item 1 to 25 of 57  
    Select a publication
    Show Title Venue Rating Date
    Journal article
    José Antonio Sanz, Daniel Paternain, Mikel Galar, Javier Fernández, Diego Reyero, Tomás Belzunegui.
    A new survival status prediction system for severe trauma patients based on a multiple classifier system.
    Computer Methods and Programs in Biomedicine 2017, Volume 142 (0) 2017
    Conference paper
    Mikel Galar, Alberto Fernández 0001, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    NMC: nearest matrix classification - A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem.
    Information Fusion 2017, Volume 36 (0) 2017
    Conference paper
    José Antonio Sanz, Mikel Galar, Radko Mesiar, Anna Kolesárová, Humberto Bustince, Javier Fernández 0002, Javier Montero.
    Construction of Capacities from Overlap Indexes.
    Fuzzy Sets, Rough Sets, Multisets and Clustering 2017 (0) 2017
    Conference paper
    Isaac Triguero, Mikel Galar, Humberto Bustince, F. Herrera.
    A first attempt on global evolutionary undersampling for imbalanced big data.
    2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017 2017 (0) 2017
    Conference paper
    Mikel Elkano, Mikel Galar, José Antonio Sanz, Graçaliz Pereira Dimuro, Humberto Bustince.
    A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems.
    2017 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2017, Naples, Italy, July 9-12, 2017 2017 (0) 2017
    Conference paper
    Mikel Elkano, Mikel Galar, José Antonio Sanz, Giancarlo Lucca, Humberto Bustince.
    IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems.
    Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, IFSA-SCIS 2017, Otsu, Japan, June 27-30, 2017 2017 (0) 2017
    Journal article
    José A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera.
    INFFC: An iterative class noise filter based on the fusion of classifiers with noise sensitivity control.
    Information Fusion 2016, Volume 27 (0) 2016
    Journal article
    Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince.
    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.
    Inf. Sci. 2016, Volume 332 (0) 2016
    Conference paper
    Bartosz Krawczyk, Mikel Galar, Lukasz Jelen, Francisco Herrera.
    Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy.
    Appl. Soft Comput. 2016, Volume 38 (0) 2016
    Journal article
    Alberto Fernández, Mikel Elkano, Mikel Galar, José Antonio Sanz, Saleh Alshomrani, Humberto Bustince, Francisco Herrera.
    Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC).
    Int. J. Approx. Reasoning 2016, Volume 73 (0) 2016
    Conference paper
    Carlos Lopez-Molina, Cédric Marco-Detchart, Javier Fernández 0002, Juan Cerron, Mikel Galar, Humberto Bustince.
    Similarity Measures for Radial Data.
    Information Processing and Management of Uncertainty in Knowledge-Based Systems - 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016, Proceedings, Part I 2016 (0) 2016
    Journal article
    Cédric Marco-Detchart, Juan Cerron, Laura De Miguel, Carlos Lopez-Molina, Humberto Bustince, Mikel Galar.
    A framework for radial data comparison and its application to fingerprint analysis.
    Appl. Soft Comput. 2016, Volume 46 (0) 2016
    Journal article
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets.
    Inf. Sci. 2016, Volume 354 (0) 2016
    Conference paper
    Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince.
    Optimization of Chi-FRBCS-BigDataCS Fuzzy Rule-Based Classification System.
    2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, Vancouver, BC, Canada, July 24-29, 2016 2016 (0) 2016
    Conference paper
    Isaac Triguero, Mikel Galar, D. Merino, Jesus Maillo, Humberto Bustince, Francisco Herrera.
    Evolutionary undersampling for extremely imbalanced big data classification under apache spark.
    IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016 2016 (0) 2016
    Conference paper
    Mikel Elkano, José Antonio Sanz, Mikel Galar, Barbara Pekala, Urszula Bentkowska, Humberto Bustince.
    Composition of interval-valued fuzzy relations using aggregation functions.
    Inf. Sci. 2016, Volume 369 (0) 2016
    Journal article
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera.
    DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems.
    Pattern Recognition 2015, Volume 48 (0) 2015
    Journal article
    Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero, Daniel Paternain, Carlos Lopez-Molina, Salvador García, José M. Benítez, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal.
    Knowl.-Based Syst. 2015, Volume 81 (0) 2015
    Journal article
    Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero, Daniel Paternain, Carlos Lopez-Molina, Salvador García, José Manuel Benítez, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models.
    Knowl.-Based Syst. 2015, Volume 81 (0) 2015
    Journal article
    Daniel Peralta, Mikel Galar, Isaac Triguero, Daniel Paternain, Salvador García, Edurne Barrenechea Tartas, José Manuel Benítez, Humberto Bustince, Francisco Herrera.
    A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation.
    Inf. Sci. 2015, Volume 315 (0) 2015
    Conference paper
    Isaac Triguero, Mikel Galar, Sarah Vluymans, Chris Cornelis, Humberto Bustince, Francisco Herrera, Yvan Saeys.
    Evolutionary undersampling for imbalanced big data classification.
    IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015 2015 (0) 2015
    Conference paper
    Alberto Fernández, Mikel Galar, José Antonio Sanz, Humberto Bustince, Francisco Herrera.
    Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection.
    2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), Gijón, Spain., June 30, 2015. 2015 (0) 2015
    Conference paper
    Mikel Elkano, Mikel Galar, José Antonio Sanz, Humberto Bustince.
    Study of n-dimensional overlap functions in Fuzzy Rule-Based Classification Systems.
    2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), Gijón, Spain., June 30, 2015. 2015 (0) 2015
    Conference paper
    Mikel Elkano, Mikel Galar, José Antonio Sanz, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera, Humberto Bustince.
    Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies.
    IEEE T. Fuzzy Systems 2015, Volume 23 (0) 2015
    Conference paper
    Ludmila I. Kuncheva, Mikel Galar.
    Theoretical and Empirical Criteria for the Edited Nearest Neighbour Classifier.
    2015 IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, NJ, USA, November 14-17, 2015 2015 (0) 2015
    Show item 1 to 25 of 57  

    Your query returned 57 matches in the database.