A 1-NN preclassifier for fuzzy k-NN rule
Adam Jóźwik, L. Chmieleski, Waldemar Cudny, Marek Skłodowski · 1996
A two-stage classification scheme is presented. In the first stage it is decided which of the two rules, 1-NN or fuzzy k-NN, will be used in the second stage. The proposed approach leads to significant acceleration of the learning process as well as the classification phase.