Interpreting data through neural and statistical tools

摘要

We present here a set of neural and statistical techniques allowing simple interpretations of the structure of multidimensional databases. These techniques concern the estimation of the intrinsic dimension and the representation through a transformation into a low dimensional space (by a linear or a non-linear transformation). Two examples are given in the image analysis domain.