Minimum Error Entropy Classification

Name: Minimum Error Entropy Classification
Brand: Springer Nature
SKU: 9783642290299
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Product Details

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Springer Nature

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N/A

Part Number

GTIN

9783642290299

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Product Description

This book explains the minimum error entropy (MEE) concept applied to data classification machines. Theoretical results on the inner workings of the MEE concept, in its application to solving a variety of classification problems, are presented in the wider realm of risk functionals. Researchers and practitioners also find in the book a detailed presentation of practical data classifiers using MEE. These include multilayer perceptrons, recurrent neural networks, complexvalued neural networks, modular neural networks, and decision trees. A clustering algorithm using a MEElike concept is also presented. Examples, tests, evaluation experiments and comparison with similar machines using classic approaches, complement the descriptions.

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