Principal manifolds and graphs in practice: from molecular biology to dynamical systems

7 Jan 2010A. N. GorbanA. Zinovyev

We present several applications of non-linear data modeling, using principal manifolds and principal graphs constructed using the metaphor of elasticity (elastic principal graph approach). These approaches are generalizations of the Kohonen's self-organizing maps, a class of artificial neural networks... (read more)

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