Structural Analysis of Complex Networks

Released on by Matthias Dehmer
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  • Structural Analysis of Complex Networks Book Detail

  • Author : Matthias Dehmer
  • Release Date : 2010-10-14
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 493
  • ISBN 13 : 0817647899
  • File Size : 40,40 MB
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Structural Analysis of Complex Networks by Matthias Dehmer PDF Summary

Book Description: Filling a gap in literature, this self-contained book presents theoretical and application-oriented results that allow for a structural exploration of complex networks. The work focuses not only on classical graph-theoretic methods, but also demonstrates the usefulness of structural graph theory as a tool for solving interdisciplinary problems. Applications to biology, chemistry, linguistics, and data analysis are emphasized. The book is suitable for a broad, interdisciplinary readership of researchers, practitioners, and graduate students in discrete mathematics, statistics, computer science, machine learning, artificial intelligence, computational and systems biology, cognitive science, computational linguistics, and mathematical chemistry. It may also be used as a supplementary textbook in graduate-level seminars on structural graph analysis, complex networks, or network-based machine learning methods.

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