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Entropy Measures for Data Analysis: Theory, Algorithms and Applications - Softcover

 
9783039280322: Entropy Measures for Data Analysis: Theory, Algorithms and Applications
Softcover
ISBN 10: 3039280325 ISBN 13: 9783039280322
Publisher: Mdpi AG, 2019

Synopsis

Entropies and entropy-like quantities play an increasing role in modern non-linear data analysis. Fields that benefit from this application range from biosignal analysis to econophysics and engineering. This issue is a collection of papers touching on different aspects of entropy measures in data analysis, as well as theoretical and computational analyses.

The relevant topics include the difficulty to achieve adequate application of entropy measures and the acceptable parameter choices for those entropy measures, entropy-based coupling, and similarity analysis, along with the utilization of entropy measures as features in automatic learning and classification. Various real data applications are given.

"synopsis" may belong to another edition of this title.

Publisher
Mdpi AG
Publication date
2019
Language
English
ISBN 10 
3039280325
ISBN 13 
9783039280322
Binding
Paperback
Number of pages
260
Editor
Keller Karsten