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

Mathematical Programming, Numerical Analysis, Engineering +21

Prototype selection for the nearest neighbour rule through proximity graphs

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

Engineering, Graph Theory, Data Science +13

On the use of neighbourhood-based non-parametric classifiers

J. Salvador Sánchez, Filiberto Pla, Francesc J. Ferri · Pattern Recognition Letters · 1997 · 99 citations

Data Classification, Classification Method, Engineering +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 · 67 citations

Artificial Intelligence, Engineering, Machine Learning +22

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

Cluster Computing, Document Clustering, Engineering +12