UMR CNRS 7253

Thierry Denoeux
Thierry Denoeux
Thierry Denoeux
Thierry Denoeux
Thierry Denoeux

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en:software:fpca

Fuzzy Principal Component Analysis

An extension of Principal Component Analysis to fuzzy data, based on a three layer autoassociative neural network model. The method is described in:

T. Denoeux and M. Masson. Principal component analysis of fuzzy data using autoassociative neural networks. IEEE Transactions on Fuzzy Systems, 12(3):336-349, 2004. postscript

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