Francisco Herrera

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

Science mapping software tools: Review, analysis, and cooperative study among tools

Manuel J. Cobo, A.G. López‐Herrera, Enrique Herrera‐Viedma et al. · Journal of the American Society for Information Science and Technology · 2011 · 3K citations

Computing, Computer Science, Cartography +10

A 2-tuple fuzzy linguistic representation model for computing with words

Francisco Herrera · IEEE Transactions on Fuzzy Systems · 2000 · 2.7K citations

Computing, Computer Science, Computational Linguistics +12

An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field

Manuel J. Cobo, A.G. López‐Herrera, Enrique Herrera‐Viedma et al. · Journal of Informetrics · 2010 · 2.6K citations

Computing, Mathematics, Visualization +13