The ICA model can be applied to estimate the independent components (the row vectors) of the original dataset X, from the perturbed data, if the following ... the estimated signal is often scaled up but we do not know how much the scaling is unless we know the original value range of the column. ... including the max/min values and the probability density function (PDF), or empirical PDF of each column.

Title | : | Proceedings of the Seventh SIAM International Conference on Data Mining |

Author | : | Chidanand V. Apté |

Publisher | : | Society for Industrial and Applied Mathematics (SIAM) - 2007 |

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