Mikel Galar
机构: Associate Professor of Computer Science and Artificial Intelligence, Universidad Pública de Navarra
主页: unavarra.es
每年引用次数
引用次数
引用: 9,976
H-指数: 33
I10-指数 : 61
出版物: 178
Enhancing Difficult Classes in One-vs-One Classifier Fusion Strategy using Restricted Equivalence Functions
Alberto Mikel Galar , Edurne Barrenechea , Fernández , Francisco Herrera
Fusion 2014, Int. Conf.
2
2014
Ensembles of classifiers for multi-class classification problems: one versus one, imbalanced data-sets and difficult classes
Mikel GALAR IDOATE
Universidad Pública de Navarra
2012
Una Experiencia sobre la coordinación docente y los resultados de la asignatura transversal Informática en la Universidad Pública de Navarra
Daniel Paternain , Jose Sanz , Mikel Galar , Miguel Pagola
Actas de las XXII JENUI 137 -144
2016
Learning from Imbalanced Data Sets
Alberto Fernández , Salvador García , Mikel Galar , Ronaldo C Prati
774
2018
Proceedings of the 16th Conference of the Spanish Association for Artificial Intelligence on Advances in Artificial Intelligence - Volume 9422
José M Puerta , José A Gámez , Bernabe Dorronsoro , Edurne Barrenechea
2015
Analyzing the presence of noise in multi-class problems: alleviating its influence with the One-vs-One decomposition
José A. Sáez , Mikel Galar , Julián Luengo , Francisco Herrera
Knowledge and Information Systems 38 ( 1) 179 -206
78
2014
An Experimental Case of Study on the Behavior of Multiple Classifier Systems with Class Noise Datasets
José A. Sáez , Mikel Galar , Julián Luengo , Francisco Herrera
hybrid artificial intelligence systems 568 -577
2013
Dissimilarity based choquet integrals
Humberto Bustince , Radko Mesiar , Javier Fernandez , Mikel Galar
IPMU (2) 565 -573
2020
Imbalanced Classification for Big Data
Alberto Fernández , Salvador García , Mikel Galar , Ronaldo C Prati
Springer, Cham 327 -349
5
2018
Non-classical Imbalanced Classification Problems
Alberto Fernández , Salvador García , Mikel Galar , Ronaldo C Prati
Springer, Cham 305 -325
1
2018
Learning from Imbalanced Data Streams
Alberto Fernández , Salvador García , Mikel Galar , Ronaldo C Prati
Springer, Cham 279 -303
13
2018
CHI-PG: A fast prototype generation algorithm for Big Data classification problems
Mikel Elkano , Mikel Galar , Jose Sanz , Humberto Bustince
Neurocomputing 287 22 -33
6
2018
Bitcoin and cybersecurity: temporal dissection of blockchain data to unveil changes in entity behavioral patterns
Francesco Zola , Jan Lukas Bruse , Maria Eguimendia , Mikel Galar
Applied Sciences 9 ( 23) 5003
17
2019
INFFC: An iterative class noise filter based on the fusion of classifiers with noise sensitivity control
José A. Sáez , Mikel Galar , Julián Luengo , Francisco Herrera
Information Fusion 27 ( 27) 19 -32
52
2016
NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem
Mikel Galar , Alberto Fernández , Edurne Barrenechea , Humberto Bustince
Information Fusion 36 26 -51
8
2017
A preliminary study on fingerprint classification using fuzzy rule-based classification systems
Mikel Galar , Jose Sanz , Miguel Pagola , Humberto Bustince
ieee international conference on fuzzy systems 554 -560
9
2014
On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm
Alberto Fernandez , Mikel Galar , Jose Antonio Sanz , Humberto Bustince
ieee international conference on fuzzy systems 1 -7
2015
Operators on intuitionistic fuzzy relations
Barbara Pekala , Urszula Bentkowska , Humberto Bustince , Javier Fernandez
ieee international conference on fuzzy systems 1 -8
6
2015
Optimization of Chi-FRBCS-BigDataCS Fuzzy Rule-Based Classification System
Mikel Elkano , Mikel Galar , Jose Sanz , Humberto Bustince
2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 907 -914
1
2016
A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems
Mikel Elkano , Mikel Galar , Jose Sanz , Gracaliz P. Dimuro
ieee international conference on fuzzy systems 1 -6
3
2017
Humberto Bustince Francisco Herrera Alberto Fernández Hilario Edurne Barrenechea J. Sanz Bartosz Krawczyk Daniel Paternain Ronaldo C. Prati Mikel Elkano Isaac Triguero Velázquez Salvador García Carlos Lopez-Molina Miguel Pagola Javier Fernandez Fernandez Aranzazu Jurio Daniel Peralta Jose M. Benitez José A. Sáez Mikel Uriz Radko Mesiar