Salvador García

Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser et al. · Information Fusion · 2019 · 9K citations · Full text

Computing, Computer Science, Algorithms +10

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Joaquín Derrac, Salvador García, Daniel Molina et al. · Swarm and Evolutionary Computation · 2011 · 5.4K citations

Computing, Computer Science, Artificial Intelligence +14

KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework

Jesús Alcalá‐Fdez, Alberto Fernández, Julián Luengo et al. · 2011 · 2.4K citations

Computing, Bioinformatics, Computer Science +14

Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power

Salvador García, Alberto Fernández, Julián Luengo et al. · Information Sciences · 2009 · 2.2K citations

Natural Sciences, Biostatistics, Computer Science +17

SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary

Alberto Fernández, Salvador García, Francisco Herrera et al. · Journal of Artificial Intelligence Research · 2018 · 2.1K citations · Full text

Computing, Computer Science, Big Data Analytics +15