José-Ramón Cano

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 · 688 citations

Engineering, Machine Learning, Prototype Selection Methods +21

Using evolutionary algorithms as instance selection for data reduction in KDD: an experimental study

José-Ramón Cano, Francisco Herrera, Manuel Lozano · IEEE Transactions on Evolutionary Computation · 2003 · 331 citations

Artificial Intelligence, Engineering, Machine Learning +19

Replacement strategies to preserve useful diversity in steady-state genetic algorithms

Manuel Lozano, Francisco Herrera, José-Ramón Cano · Information Sciences · 2008 · 200 citations

Replacement Strategies, Memetic Algorithm, Evolution Strategy +12

A memetic algorithm for evolutionary prototype selection: A scaling up approach

Salvador García, José-Ramón Cano, Francisco Herrera · Pattern Recognition · 2008 · 181 citations · Full text

Memetic Algorithm, Evolution Strategy, Engineering +10

Stratification for scaling up evolutionary prototype selection

José-Ramón Cano, Francisco Herrera, Manuel Lozano · Pattern Recognition Letters · 2004 · 112 citations

Evolution Strategy, Evolutionary Prototype Selection, Medicine +6