Mikel Galar
Mikel Galar
Associate Professor of Computer Science and Artificial Intelligence, Universidad Pública de Navarra
Geverifieerd e-mailadres voor unavarra.es - Homepage
TitelGeciteerd doorJaar
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
M Galar, A Fernández, E Barrenechea, H Bustince, F Herrera
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE …, 2012
12722012
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 Barrenechea, H Bustince, F Herrera
Pattern Recognition 44 (8), 1761-1776, 2011
4832011
EUSBoost: Enhancing ensembles for highly imbalanced data-sets by evolutionary undersampling
M Galar, A Fernández, E Barrenechea, F Herrera
Pattern Recognition 46 (12), 3460-3471, 2013
2092013
Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches
A Fernández, V López, M Galar, M José del Jesus, F Herrera
Knowledge-Based Systems 42, 97-110, 2013
1902013
A new approach to interval-valued Choquet integrals and the problem of ordering in interval-valued fuzzy sets applications
H Bustince, M Galar, B Bedregal, A Kolesarova, R Mesiar
IEEE Transactions on Fuzzy Systems, 2013
1412013
Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system
JA Sanz, M Galar, A Jurio, A Brugos, M Pagola, H Bustince
Applied Soft Computing 20, 103-111, 2014
1012014
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
D Peralta, M Galar, I Triguero, D Paternain, S García, E Barrenechea, ...
Information Sciences 315, 67-87, 2015
1002015
Analyzing the presence of noise in multi-class problems: alleviating its influence with the one-vs-one decomposition
JA Sáez, M Galar, J Luengo, F Herrera
Knowledge and information systems 38 (1), 179-206, 2014
912014
Evolutionary undersampling boosting for imbalanced classification of breast cancer malignancy
B Krawczyk, M Galar, Ł Jeleń, F Herrera
Applied Soft Computing 38, 714-726, 2016
832016
Dynamic classifier selection for one-vs-one strategy: avoiding non-competent classifiers
M Galar, A Fernández, E Barrenechea, H Bustince, F Herrera
Pattern Recognition 46 (12), 3412-3424, 2013
832013
Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between-Dimensional Overlap Functions and Decomposition Strategies
M Elkano, M Galar, JA Sanz, A Fernández, E Barrenechea, F Herrera, ...
IEEE Transactions on Fuzzy Systems 23 (5), 1562-1580, 2014
722014
Tackling the problem of classification with noisy data using Multiple Classifier Systems: Analysis of the performance and robustness
JA SáEz, M Galar, JN Luengo, F Herrera
Information Sciences 247, 1-20, 2013
722013
Interval-valued fuzzy sets applied to stereo matching of color images
M Galar, J Fernandez, G Beliakov, H Bustince
Image Processing, IEEE Transactions on 20 (7), 1949-1961, 2011
632011
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ...
Knowledge-based systems 81, 76-97, 2015
622015
DRCW-OVO: distance-based relative competence weighting combination for one-vs-one strategy in multi-class problems
M Galar, A Fernández, E Barrenechea, F Herrera
Pattern recognition 48 (1), 28-42, 2015
592015
INFFC: an iterative class noise filter based on the fusion of classifiers with noise sensitivity control
JA Sáez, M Galar, J Luengo, F Herrera
Information Fusion 27, 19-32, 2016
472016
Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets
M Galar, A Fernández, E Barrenechea, H Bustince, F Herrera
Information Sciences 354, 178-196, 2016
452016
Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the …
M Elkano, M Galar, J Sanz, H Bustince
Information Sciences 332, 94-114, 2016
432016
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ...
Knowledge-Based Systems 81, 98-116, 2015
432015
Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms
D Peralta, M Galar, I Triguero, O Miguel-Hurtado, JM Benitez, F Herrera
Engineering Applications of Artificial Intelligence 32, 37-53, 2014
362014
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Artikelen 1–20