Minimum Error Entropy Classification

 ( Book Product ) 

This book explains the minimum error entropy (MEE) concept applied to data classification machines

• Minimum Error Entropy Classification available on June 20 2018 from Indigo for 234.95
  
• ISBN bar code 9783642290282 ξ1 registered November 08 2016
  
• Product category is Book

• Sku # 978364229028
  

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 multi-layer perceptrons, recurrent neural networks, complexvalued neural networks, modular neural networks, and decision trees. A clustering algorithm using a MEE-like concept is also presented. Examples, tests, evaluation experiments and comparison with similar machines using classic approaches, complement the descriptions.

^ Minimum Error Entropy Classification Indigo. ISBN 9783642290282 (revised Jun 2018)