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    First name: Mikel
    Last name: Galar
    DBLP: 81/7615
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    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
    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 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
    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
    Conference paper
    Mikel Galar, Alberto Fernández 0001, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets.
    Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, Wroclaw, Poland, 25-27 May 2015 2016 (0) 2015
    Conference paper
    Alberto Fernández 0001, Mikel Galar, José Antonio Sanz, Humberto Bustince, Oscar Cordón, Francisco Herrera.
    On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm.
    2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015 2015 (0) 2015
    Conference paper
    Barbara Pekala, Urszula Bentkowska, Humberto Bustince, Javier Fernández 0002, Mikel Galar.
    Operators on intuitionistic fuzzy relations.
    2015 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, August 2-5, 2015 2015 (0) 2015
    Journal article
    Carlos Lopez-Molina, Mikel Galar, Humberto Bustince, Bernard De Baets.
    On the impact of anisotropic diffusion on edge detection.
    Pattern Recognition 2014, Volume 47 (0) 2014
    Journal article
    José A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera.
    Analyzing the presence of noise in multi-class problems: alleviating its influence with the One-vs-One decomposition.
    Knowl. Inf. Syst. 2014, Volume 38 (0) 2014
    Journal article
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera.
    Empowering difficult classes with a similarity-based aggregation in multi-class classification problems.
    Inf. Sci. 2014, Volume 264 (0) 2014
    Journal article
    Daniel Peralta, Mikel Galar, Isaac Triguero, Oscar Miguel-Hurtado, José Manuel Benitez, Francisco Herrera.
    Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms.
    Eng. Appl. of AI 2014, Volume 32 (0) 2014
    Journal article
    José Antonio Sanz, Mikel Galar, Aranzazu Jurio, Antonio Brugos, Miguel Pagola, Humberto Bustince.
    Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system.
    Appl. Soft Comput. 2014, Volume 20 (0) 2014
    Conference paper
    Mikel Elkano, Mikel Galar, José Sanz, Edurne Barrenechea Tartas, Francisco Herrera, Humberto Bustince.
    Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System.
    Information Processing and Management of Uncertainty in Knowledge-Based Systems - 15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part III 2014 (0) 2014
    Conference paper
    Mikel Galar, José Antonio Sanz, Miguel Pagola, Humberto Bustince, Francisco Herrera.
    A preliminary study on fingerprint classification using fuzzy rule-based classification systems.
    IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2014, Beijing, China, July 6-11, 2014 2014 (0) 2014
    Conference paper
    Mikel Galar, Edurne Barrenechea Tartas, Alberto Fernández, Francisco Herrera.
    Enhancing difficult classes in one-vs-one classifier fusion strategy using restricted equivalence functions.
    17th International Conference on Information Fusion, FUSION 2014, Salamanca, Spain, July 7-10, 2014 2014 (0) 2014
    Journal article
    Alberto Fernández, Victoria López, Mikel Galar, María José del Jesús, Francisco Herrera.
    Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches.
    Knowl.-Based Syst. 2013, Volume 42 (0) 2013
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera.
    EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling.
    Pattern Recognition 2013, Volume 46 (0) 2013
    Conference paper
    José A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera.
    An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets.
    Hybrid Artificial Intelligent Systems - 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings 2013 (0) 2013
    Journal article
    José A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera.
    Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness.
    Inf. Sci. 2013, Volume 247 (0) 2013
    Conference paper
    Daniel Paternain, Mikel Galar, Aranzazu Jurio, Edurne Barrenechea Tartas.
    A new algorithm for color image comparison based on similarity measures.
    Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, EUSFLAT-13, Milano, Italy, September 11-13, 2013 2013 (0) 2013
    Conference paper
    Humberto Bustince, Mikel Galar, Benjamín R. C. Bedregal, Anna Kolesárová, Radko Mesiar.
    A New Approach to Interval-Valued Choquet Integrals and the Problem of Ordering in Interval-Valued Fuzzy Set Applications.
    IEEE T. Fuzzy Systems 2013, Volume 21 (0) 2013
    Journal article
    Carlos Lopez-Molina, Bernard De Baets, Juan Cerron, Mikel Galar, Humberto Bustince.
    A generalization of the Perona-Malik anisotropic diffusion method using restricted dissimilarity functions.
    Int. J. Computational Intelligence Systems 2013, Volume 6 (0) 2013
    Conference paper
    Mikel Galar, Alberto Fernández 0001, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers.
    Pattern Recognition 2013, Volume 46 (0) 2013
    Conference paper
    José A. Sáez, Mikel Galar, Julián Luengo, Francisco Herrera.
    A First Study on Decomposition Strategies with Data with Class Noise Using Decision Trees.
    Hybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Salamanca, Spain, March 28-30th, 2012. Proceedings, Part II 2012 (0) 2012
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches.
    IEEE Transactions on Systems, Man, and Cybernetics, Part C 2012, Volume 42 (0) 2012
    Journal article
    Carlos Lopez-Molina, Mikel Galar, Humberto Bustince, Bernard De Baets.
    Extending the upper-lower edge detector by means of directional masks and OWA operators.
    Progress in AI 2012, Volume 1 (0) 2012
    Conference paper
    Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince, Francisco Herrera.
    An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes.
    Pattern Recognition 2011, Volume 44 (0) 2011
    Conference paper
    Mikel Galar, Javier Fernández, Gleb Beliakov, Humberto Bustince.
    Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images.
    IEEE Transactions on Image Processing 2011, Volume 20 (0) 2011
    Conference paper
    Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince, Edurne Barrenechea Tartas, Mikel Galar.
    Multiscale Extension of the Gravitational Approach to Edge Detection.
    Advances in Artificial Intelligence - 14th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2011, La Laguna, Spain, November 7-11, 2011. Proceedings 2011 (0) 2011
    Conference paper
    Mikel Galar, Edurne Barrenechea Tartas, Javier Fernández 0002, Humberto Bustince, Gleb Beliakov.
    Representing images by means of interval-valued fuzzy sets. Application to stereo matching.
    2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, T2FUZZ 2011, Paris, France, April 12-13, 2011 2011 (0) 2011
    Conference paper
    Aranzazu Jurio, Miguel Pagola, Mikel Galar, Carlos Lopez-Molina, Daniel Paternain.
    A Comparison Study of Different Color Spaces in Clustering Based Image Segmentation.
    Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - 13th International Conference, IPMU 2010, Dortmund, Germany, June 28 - July 2, 2010. Proceedings, Part II 2010 (0) 2010
    Conference paper
    Mikel Galar, Miguel Pagola, Edurne Barrenechea Tartas, Carlos Lopez-Molina, Humberto Bustince.
    Aggregation of Color Information in Stereo Matching Problem: A Comparison Study.
    Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part III 2010 (0) 2010
    Conference paper
    Carlos Lopez-Molina, Javier Fernández, Aranzazu Jurio, Mikel Galar, Miguel Pagola, Bernard De Baets.
    On the use of quasi-arithmetic means for the generation of edge detection blending functions.
    FUZZ-IEEE 2010, IEEE International Conference on Fuzzy Systems, Barcelona, Spain, 18-23 July, 2010, Proceedings 2010 (0) 2010
    Conference paper
    Miguel Pagola, Edurne Barrenechea Tartas, Aranzazu Jurio, Mikel Galar, Pedro A. Mogadouro do Couto, Farhang Sahba, Hamid R. Tizhoosh.
    Interval-Valued Fuzzy System for Segmentation of Prostate Ultrasound Images.
    Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009 2009 (0) 2009
    Conference paper
    Daniel Paternain, Humberto Bustince, Josean Sanz, Mikel Galar, Carlos Guerra.
    Image Reduction with Interval-Valued Fuzzy Sets and OWA Operators.
    Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, Lisbon, Portugal, July 20-24, 2009 2009 (0) 2009
    Conference paper
    C. Lopez-Molina, Humberto Bustince Soal, Mikel Galar, Javier Fernández, Bernard De Baets.
    On the Use of t-Conorms in the Gravity-Based Approach to Edge Detection.
    Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009 2009 (0) 2009
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    Your query returned 57 matches in the database.