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Edurne Barrenechea Tartas
Publications
- 2020
- [j56]Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar:
CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems. IEEE Trans. Fuzzy Syst. 28(1): 163-177 (2020) - 2019
- [i2]Mikel Elkano, José Antonio Sanz, Edurne Barrenechea, Humberto Bustince, Mikel Galar:
CFM-BD: a distributed rule induction algorithm for building Compact Fuzzy Models in Big Data classification problems. CoRR abs/1902.09357 (2019) - 2017
- [j49]Mikel Galar, Alberto Fernández, Edurne Barrenechea, Humberto Bustince, Francisco Herrera:
NMC: nearest matrix classification - A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem. Inf. Fusion 36: 26-51 (2017) - 2016
- [j47]Mikel Galar, Alberto Fernández, Edurne Barrenechea, Humberto Bustince, Francisco Herrera:
Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets. Inf. Sci. 354: 178-196 (2016) - [e2]Oscar Luaces, José A. Gámez, Edurne Barrenechea, Alicia Troncoso, Mikel Galar, Héctor Quintián, Emilio Corchado:
Advances in Artificial Intelligence - 17th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2016, Salamanca, Spain, September 14-16, 2016. Proceedings. Lecture Notes in Computer Science 9868, Springer 2016, ISBN 978-3-319-44635-6 [contents] - 2015
- [j42]Daniel Peralta, Mikel Galar, Isaac Triguero, Daniel Paternain, Salvador García, Edurne Barrenechea, 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. 315: 67-87 (2015) - [j41]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 Sola, Francisco Herrera:
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models. Knowl. Based Syst. 81: 76-97 (2015) - [j40]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 Sola, Francisco Herrera:
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal. Knowl. Based Syst. 81: 98-116 (2015) - [j38]Mikel Galar, Alberto Fernández, Edurne Barrenechea, Francisco Herrera:
DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems. Pattern Recognit. 48(1): 28-42 (2015) - [j37]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 Trans. Fuzzy Syst. 23(5): 1562-1580 (2015) - [c36]Mikel Galar, Alberto Fernández, Edurne Barrenechea, Humberto Bustince, Francisco Herrera:
New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets. CORES 2015: 3-15 - [e1]José Miguel Puerta, José A. Gámez, Bernabé Dorronsoro, Edurne Barrenechea, Alicia Troncoso, Bruno Baruque, Mikel Galar:
Advances in Artificial Intelligence - 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015, Albacete, Spain, November 9-12, 2015, Proceedings. Lecture Notes in Computer Science 9422, Springer 2015, ISBN 978-3-319-24597-3 [contents] - 2014
- [j32]Mikel Galar, Alberto Fernández, Edurne Barrenechea, Francisco Herrera:
Empowering difficult classes with a similarity-based aggregation in multi-class classification problems. Inf. Sci. 264: 135-157 (2014) - [c26]Mikel Galar, Edurne Barrenechea Tartas, Alberto Fernández, Francisco Herrera:
Enhancing difficult classes in one-vs-one classifier fusion strategy using restricted equivalence functions. FUSION 2014: 1-8 - [c25]Mikel Elkano, Mikel Galar, José Antonio Sanz, Edurne Barrenechea, 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. IPMU (3) 2014: 296-306 - 2013
- [j25]Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera:
Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers. Pattern Recognit. 46(12): 3412-3424 (2013) - [j24]Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Francisco Herrera:
EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling. Pattern Recognit. 46(12): 3460-3471 (2013) - [c22]Juan Cerrón, Mikel Galar, Carlos Lopez-Molina, Edurne Barrenechea, Humberto Bustince:
A Preliminary Study of the Usage of Similarity Measures to Detect Singular Points in Fingerprint Images. AGOP 2013: 367-378 - [c20]Daniel Paternain, Mikel Galar, Aranzazu Jurio, Edurne Barrenechea:
A new algorithm for color image comparison based on similarity measures. EUSFLAT Conf. 2013 - [p5]Miguel Pagola, Edurne Barrenechea, Javier Fernández, Aranzazu Jurio, Mikel Galar, José Antonio Sanz, Daniel Paternain, Carlos Lopez-Molina, Juan Cerrón, Humberto Bustince:
Construction of Interval Type-2 Fuzzy Sets From Fuzzy Sets: Methods and Applications. Advances in Type-2 Fuzzy Sets and Systems 2013: 147-163 - 2012
- [j21]Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera:
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches. IEEE Trans. Syst. Man Cybern. Part C 42(4): 463-484 (2012) - 2011
- [j18]Mikel Galar, Alberto Fernández, Edurne Barrenechea Tartas, Humberto Bustince Sola, 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 Recognit. 44(8): 1761-1776 (2011) - [c19]Carlos Lopez-Molina, Bernard De Baets, Humberto Bustince Sola, Edurne Barrenechea Tartas, Mikel Galar:
Multiscale Extension of the Gravitational Approach to Edge Detection. CAEPIA 2011: 283-292 - [c13]Mikel Galar, Edurne Barrenechea, Javier Fernández, Humberto Bustince, Gleb Beliakov:
Representing images by means of interval-valued fuzzy sets. Application to stereo matching. T2FUZZ 2011: 134-141 - 2010
- [c12]Mikel Galar, Miguel Pagola, Edurne Barrenechea Tartas, Carlos Lopez-Molina, Humberto Bustince Sola:
Aggregation of Color Information in Stereo Matching Problem: A Comparison Study. IEA/AIE (3) 2010: 369-378 - 2009
- [c9]Miguel Pagola, Edurne Barrenechea Tartas, Aranzazu Jurio, Mikel Galar, Pedro Couto, Farhang Sahba, Hamid R. Tizhoosh:
Interval-Valued Fuzzy System for Segmentation of Prostate Ultrasound Images. IFSA/EUSFLAT Conf. 2009: 1164-1168
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