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Information Theory An Exploration Across Disciplines /

This monograph explores the interdisciplinary applications of information theory, focusing on the concepts of entropy, mutual information, and their implications in various fields. It explains the fundamental differences between entropy and Shannon’s Measure of Information (SMI), presents the applic...

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Detalles Bibliográficos
Main Authors: Ben-Naim, Arieh (Author), Dufour, Claude (Author)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:inglés
Publicado: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edición:1st ed. 2024.
Subjects:
Data structures (Computer science).
Information theory.
Thermodynamics.
Chemistry, Physical and theoretical.
Probabilities.
Data Structures and Information Theory.
Theoretical Chemistry.
Probability Theory.
Acceso en liña:https://doi.org/10.1007/978-3-031-67747-2
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Table of Contents:
  • Introduction
  • Information Theory and the Living System
  • Applications of Information Theory to Psychology
  • Entropy in art
  • Consistent Definition of Correlations and Multivariate Mutual Information
  • An intuitive consideration of irreversible phenomena
  • Use of mutual information in linguistics, cryptography, and steganography
  • Communication system.

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