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Mikel Galar
Mikel Galar
Associate Professor of Computer Science and Artificial Intelligence, Universidad Pública de Navarra
在 unavarra.es 的电子邮件经过验证 - 首页
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引用次数
引用次数
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A comparison study of different color spaces in clustering based image segmentation
A Jurio, M Pagola, M Galar, C Lopez-Molina, D Paternain
Information Processing and Management of Uncertainty in Knowledge-Based …, 2010
802010
A deep learning approach to an enhanced building footprint and road detection in high-resolution satellite imagery
C Ayala, R Sesma, C Aranda, M Galar
Remote Sensing 13 (16), 3135, 2021
332021
A Deep Learning Approach to Ancient Maya Architectures Detection Using Aerial Laser Scanning Data
C Ayala, C Aranda, M Galar
Publishers Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia, 21, 2022
12022
A first approach towards the usage of classifiers’ performance to create fuzzy measures for ensembles of classifiers: a case study on highly imbalanced datasets
M Uriz, D Paternain, H Bustince, M Galar
2018 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2018
82018
A first attempt on global evolutionary undersampling for imbalanced big data
I Triguero, M Galar, H Bustince, F Herrera
2017 IEEE Congress on Evolutionary Computation (CEC), 2054-2061, 2017
282017
A first study on decomposition strategies with data with class noise using decision trees
JA Sáez, M Galar, J Luengo, F Herrera
Hybrid Artificial Intelligent Systems: 7th International Conference, HAIS …, 2012
122012
A framework for radial data comparison and its application to fingerprint analysis
C Marco-Detchart, J Cerron, L De Miguel, C Lopez-Molina, H Bustince, ...
Applied Soft Computing 46, 246-259, 2016
102016
A generalization of the Perona-Malik anisotropic diffusion method using restricted dissimilarity functions
C Lopez-Molina, B De Baets, J Cerron, M Galar, H Bustince
International Journal of Computational Intelligence Systems 6 (1), 14-28, 2013
102013
A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems
M Elkano, M Galar, J Sanz, GP Dimuro, H Bustince
2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-6, 2017
32017
A hybrid surrogate model for evolutionary undersampling in imbalanced classification
HL Le, D Landa-Silva, M Galar, S Garcia, I Triguero
2020 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2020
92020
A new algorithm for color image comparison based on similarity measures
D Paternain, M Galar, A Jurio, E Barrenechea
8th conference of the European Society for Fuzzy Logic and Technology …, 2013
32013
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
2162013
A new extension of monotonicity: Ordered directional monotonicity
H Bustince, R Mesiar, A Kolesárová, M Sesma-Sara, J Fernandez, ...
Advances in Fuzzy Logic and Technology 2017: Proceedings of: EUSFLAT-2017 …, 2018
22018
A new survival status prediction system for severe trauma patients based on a multiple classifier system
J Sanz, D Paternain, M Galar, J Fernandez, D Reyero, T Belzunegui
Computer methods and programs in biomedicine 142, 1-8, 2017
262017
A preliminary study of the feasibility of global evolutionary feature selection for big datasets under Apache Spark
M Galar, I Triguero, H Bustince, F Herrera
2018 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2018
32018
A preliminary study of the usage of similarity measures to detect singular points in fingerprint images
J Cerrón, M Galar, C Lopez-Molina, E Barrenechea, H Bustince
Aggregation Functions in Theory and in Practise: Proceedings of the 7th …, 2013
12013
A Preliminary Study on Car Crash Patient Injury Severity Prediction for Emergency Call Centers
M Galar, M Pagola, H Bustince, T Belzunegui, D Reyero
Conferencia de la Asociación Española para la Inteligencia Artificial …, 2011
12011
A preliminary study on fingerprint classification using fuzzy rule-based classification systems
M Galar, J Sanz, M Pagola, H Bustince, F Herrera
2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 554-560, 2014
122014
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
31202012
A scalable and flexible open source big data architecture for small and medium-sized enterprises
L Íñiguez, M Galar
16th International Conference on Soft Computing Models in Industrial and …, 2022
32022
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