Towards an Information Theory of Complex Networks Statistical Methods and Applications /

For over a decade, complex networks have steadily grown as an important tool across a broad array of academic disciplines, with applications ranging from physics to social media. A  tightly organized collection of carefully-selected papers on the subject, Towards an Information Theory of Complex Net...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Dehmer, Matthias (Editor ), Emmert-Streib, Frank (Editor ), Mehler, Alexander (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boston, MA : Birkhäuser Boston : Imprint: Birkhäuser, 2011.
Edición:1st ed. 2011.
Temas:
Computer science-Mathematics.
Coding theory.
Information theory.
Biomathematics.
Telecommunication.
Artificial intelligence.
Mathematics.
Mathematical Applications in Computer Science.
Coding and Information Theory.
Mathematical and Computational Biology.
Communications Engineering, Networks.
Artificial Intelligence.
Applications of Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Preface
  • Entropy of Digraphs and Infinite Networks
  • An Information-Theoretic Upper Bound on Planar Graphs Using Well-orderly Maps
  • Probabilistic Inference Using Function Factorization and Divergence Minimization
  • Wave Localization on Complex Networks
  • Information-Theoretic Methods in Chemical Graph Theory
  • On the Development and Application of Net-Sign Graph Theory
  • The Central Role of Information Theory in Ecology
  • Inferences About Coupling from Ecological Surveillance Monitoring
  • Markov Entropy Centrality
  • Social Ontologies as Generalizedd Nearly Acyclic Directed Graphs
  • Typology by Means of Language Networks
  • Information Theory-Based Measurement of Software
  • Fair and Biased Random Walks on Undirected Graphs and Related Entropies.

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