Francesc J. Ferri

Floating search methods for feature selection with nonmonotonic criterion functions

Pavel Pudil, Francesc J. Ferri, Jana Novovičová et al. · 2002 · 351 citations

Computing, Computer Science, Algorithms +14

Prototype selection for the nearest neighbour rule through proximity graphs

J. Salvador Sánchez, Francesc J. Ferri · Pattern Recognition Letters · 1997 · 153 citations

Computing, Computer Science, Algorithms +13

On the use of neighbourhood-based non-parametric classifiers

J. Salvador Sánchez, Francesc J. Ferri · Pattern Recognition Letters · 1997 · 101 citations

Computing, Computer Science, Data Mining +8

Considerations about sample-size sensitivity of a family of edited nearest-neighbor rules

Francesc J. Ferri, J. Albert, Enrique Vidal · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1999 · 68 citations

Computing, Computer Science, Data Science +11

An efficient prototype merging strategy for the condensed 1-NN rule through class-conditional hierarchical clustering

Ramón A. Mollineda, Francesc J. Ferri, Enrique Vidal · Pattern Recognition · 2002 · 59 citations

Computing, Computer Science, Data Science +11