Joaquín Derrac

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

Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study

Salvador García, Joaquín Derrac, José-Ramón Cano et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 696 citations

Computing, Computer Science, Data Mining +8

A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification

Isaac Triguero, Joaquín Derrac, Salvador García et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2011 · 271 citations

Computing, Computer Science, Data Mining +13

Analyzing convergence performance of evolutionary algorithms: A statistical approach

Joaquín Derrac, Salvador García, Sheldon Hui et al. · Information Sciences · 2014 · 160 citations

Computing, Biostatistics, Algorithms +10

Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects

Joaquín Derrac, Salvador García, Francisco Herrera · Information Sciences · 2013 · 121 citations

Computing, Computer Science, Algorithms +8