Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
Share This Author
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
- J. Derrac, S. García, D. Molina, F. Herrera
- Computer ScienceSwarm Evol. Comput.
- 1 March 2011
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
- J. Alcalá-Fdez, Alberto Fernández, J. Luengo, J. Derrac, S. García
- Computer ScienceJ. Multiple Valued Log. Soft Comput.
- 2011
TLDR
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
- Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera
- Computer ScienceInf. Fusion
- 22 October 2019
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
- Victoria López, Alberto Fernández, S. García, V. Palade, F. Herrera
- Computer ScienceInf. Sci.
- 20 November 2013
Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
- S. García, Alberto Fernández, J. Luengo, F. Herrera
- Computer ScienceInf. Sci.
- 1 May 2010
Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study
- S. García, J. Derrac, J. Cano, F. Herrera
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 1 March 2012
TLDR
KEEL: a software tool to assess evolutionary algorithms for data mining problems
- J. Alcalá-Fdez, L. Sánchez, F. Herrera
- Computer ScienceSoft Comput.
- 15 October 2008
This paper introduces a software tool named KEEL which is a software tool to assess evolutionary algorithms for Data Mining problems of various kinds including as regression, classification,…
A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 Special Session on Real Parameter Optimization
- S. García, D. Molina, M. Lozano, F. Herrera
- Computer ScienceJ. Heuristics
- 1 December 2009
TLDR
An Extension on "Statistical Comparisons of Classifiers over Multiple Data Sets" for all Pairwise Comparisons
- S. García, F. Herrera
- Computer Science
- 2008
TLDR
A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning
- S. García, J. Luengo, José A. Sáez, Victoria López, F. Herrera
- Computer ScienceIEEE Transactions on Knowledge and Data…
- 1 April 2013
TLDR
...
...