Articles avec mandats d'accès public - Salvador GarcíaEn savoir plus
Non disponibles : 23
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities
S González, S García, J Del Ser, L Rokach, F Herrera
Information Fusion 64, 205-237, 2020
Exigences : US Department of Education, Government of Spain
Dynamic ensemble selection for multi-class imbalanced datasets
S García, ZL Zhang, A Altalhi, S Alshomrani, F Herrera
Information Sciences 445, 22-37, 2018
Exigences : Government of Spain
rnpbst: An r package covering non-parametric and bayesian statistical tests
J Carrasco, S García, M del Mar Rueda, F Herrera
Hybrid Artificial Intelligent Systems: 12th International Conference, HAIS …, 2017
Exigences : Government of Spain
Principal components analysis random discretization ensemble for big data
D García-Gil, S Ramírez-Gallego, S García, F Herrera
Knowledge-Based Systems 150, 166-174, 2018
Exigences : Government of Spain
Class switching according to nearest enemy distance for learning from highly imbalanced data-sets
S Gónzalez, S García, M Lázaro, AR Figueiras-Vidal, F Herrera
Pattern Recognition 70, 12-24, 2017
Exigences : Government of Spain
Cost-sensitive back-propagation neural networks with binarization techniques in addressing multi-class problems and non-competent classifiers
ZL Zhang, XG Luo, S García, F Herrera
Applied Soft Computing 56, 357-367, 2017
Exigences : National Natural Science Foundation of China, Government of Spain
A distributed evolutionary multivariate discretizer for big data processing on apache spark
S Ramírez-Gallego, S García, JM Benítez, F Herrera
Swarm and Evolutionary Computation 38, 240-250, 2018
Exigences : Government of Spain
Exploring the effectiveness of dynamic ensemble selection in the one-versus-one scheme
ZL Zhang, XG Luo, S Garcia, JF Tang, F Herrera
Knowledge-Based Systems 125, 53-63, 2017
Exigences : National Natural Science Foundation of China, Government of Spain
Current prospects on ordinal and monotonic classification
PA Gutiérrez, S García
Progress in Artificial Intelligence 5 (3), 171-179, 2016
Exigences : Government of Spain
From Big to Smart Data: Iterative ensemble filter for noise filtering in Big Data classification
D García‐Gil, F Luque‐Sánchez, J Luengo, S García, F Herrera
International Journal of Intelligent Systems 34, 3260–3274, 2019
Exigences : Government of Spain
Online entropy-based discretization for data streaming classification
S Ramírez-Gallego, S García, F Herrera
Future Generation Computer Systems 86, 59-70, 2018
Exigences : Government of Spain
MoNGEL: monotonic nested generalized exemplar learning
J García, HM Fardoun, DM Alghazzawi, JR Cano, S García
Pattern Analysis and Applications 20, 441-452, 2017
Exigences : Government of Spain
Decomposition-Fusion for Label Distribution Learning
M González, G González-Almagro, I Triguero, JR Cano, S García
Information Fusion 66, 64-75, 2021
Exigences : Government of Spain
Managing monotonicity in classification by a pruned adaboost
S González, F Herrera, S García
Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS …, 2016
Exigences : Government of Spain
On the statistical analysis of the parameters’ trend in a machine learning algorithm
S García, J Derrac, S Ramírez-Gallego, F Herrera
Progress in Artificial Intelligence 3 (1), 51-53, 2014
Exigences : Government of Spain
A Wrapper evolutionary approach for supervised multivariate discretization: a case study on decision trees
S Ramírez-Gallego, S García, JM Benítez, F Herrera
Proceedings of the 9th International Conference on Computer Recognition …, 2016
Exigences : Government of Spain
A preliminary approach for using metric learning in monotonic classification
JL Suárez, G González-Almagro, S García, F Herrera
International Conference on Industrial, Engineering and Other Applications …, 2022
Exigences : Government of Spain
Distance metric learning with prototype selection for imbalanced classification
JL Suárez, S García, F Herrera
International Conference on Hybrid Artificial Intelligence Systems, 391-402, 2021
Exigences : Government of Spain
A first attempt on monotonic training set selection
JR Cano, S García
Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018
Exigences : Government of Spain
On the Use of Random Discretization and Dimensionality Reduction in Ensembles for Big Data
D García-Gil, S Ramírez-Gallego, S García, F Herrera
Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018
Exigences : Government of Spain
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