A Specialization of the k{Nearest Neighbor Classi cation Rule for the Prediction of Dynamical Systems Using FIR

  • Francisco Mugica Angela NebotDept
  • Published 1996

Abstract

Fuzzy Inductive Reasoning (FIR) is a methodology for qualitative modeling and simulation of systems behavior. FIR inference engine is based on the k-nearest neighbor (k-NN) rule, commonly used in the Pattern Recognition eld. The adaptation of the k-NN in an ad hoc 5-NN method has been proved to be very successful in the past, obtaining good results for… (More)

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