Weighted Median (WM) filters have the robustness and edge preserving capability of the
classical median filter and resemble linear FIR filters in certain properties. Furthermore, WM …

Medical imaging techniques have widely been in use in the diagnosis and detection of
breast cancer. The drawback of applying these techniques is the large time consumption in …

Though mathematical ideas underpin the study of neural networks, the author presents the
fundamentals without the full mathematical apparatus. All aspects of the field are tackled …

The paper demonstrates that neural networks can be used effectively for the identification
and control of nonlinear dynamical systems. The emphasis of the paper is on models for …

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Inductive Learning Algorithms for Complex Systems Modeling is a professional monograph
that surveys new types of learning algorithms for modeling complex scientific systems in …

Delineating the tremendous growth in this area, the Handbook of Approximation Algorithms
and Metaheuristics covers fundamental, theoretical topics as well as advanced, practical …

How the map** of decision trees into a multilayer neural network structure can be
exploited for the systematic design of a class of layered neural networks, called entropy nets …

1.1 Overview We are living in a decade recently declared as the" Decade of the Brain".
Neuroscientists may soon manage to work out a functional map of the brain, thanks to …

The backpropagation (BP) algorithm allows multilayer feedforward neural networks to learn
input-output map**s from training samples. Due to the nonlinear modeling power of such …