An input-output clustering approach to the synthesis of ANFIS networks.

An input-output clustering approach to the synthesis of ANFIS networks.

A useful neural network paradigm for the solution of function approximation problems is represented by adaptive neuro-fuzzy inference systems (ANFIS). Data driven procedures for the synthesis of ANFIS networks are typically based on clustering a training set of numerical samples of the unknown funct...

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Vydáno v:IEEE Transactions on fuzzy systems 13, 1 (2005).
Hlavní autor: Panella, M.
Médium: Článek
Jazyk:English
Témata:
Adaptive neuro fuzzy inference system synthesis.
Data space.
Function approximation problem.
Fuzzy min-max classification.
Input output clustering.