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Kolmogorovs Spline Complex Network and Adaptive Dynamic Modeling of Data

Kolmogorovs Spline Complex Network and Adaptive Dynamic Modeling of Data
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Author(s): Boris Igelnik (BMI Research Inc., USA)
Copyright: 2009
Pages: 23
Source title: Complex-Valued Neural Networks: Utilizing High-Dimensional Parameters
Source Author(s)/Editor(s): Tohru Nitta (National Institute of Advanced Industrial Science and Technology, Japan)
DOI: 10.4018/978-1-60566-214-5.ch003

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Abstract

This chapter describes the clustering ensemble method and the Kolmogorovs Spline Complex Network, in the context of adaptive dynamic modeling of time-variant multidimensional data. The purpose of the chapter is to give an introduction in these subjects and to stimulate a participation of both young and experienced researchers in a solution of challenging and important for theory and practice problems related to this area.

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