Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Interpolating support information granules
Neurocomputing
The Puzzle of Granular Computing
The Puzzle of Granular Computing
Fast and robust fixed-point algorithms for independent component analysis
IEEE Transactions on Neural Networks
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Within the framework of Algorithmic Inference, we recall a linear regression analysis tool based on the identification of the joint probability distribution of the regression coefficients compatible with the sampled data and aimed at finding out the independent components of this distribution. On this distribution we implement specific Independent Component Analysis (ICA) procedures to obtain the parameter independent components giving rise to suitable confidence regions also when the noise term is far from being independent and identically Gaussian.