Structural Analysis of Complex Networks
Theory and Applications
(Sprache: Englisch)
Filling a gap in the literature, this self-contained book presents theoretical and application-oriented results to structurally explore complex networks. Applications to biology, chemistry, linguistics, and data analysis are emphasized.
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Produktinformationen zu „Structural Analysis of Complex Networks “
Filling a gap in the literature, this self-contained book presents theoretical and application-oriented results to structurally explore complex networks. Applications to biology, chemistry, linguistics, and data analysis are emphasized.
Klappentext zu „Structural Analysis of Complex Networks “
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.
Inhaltsverzeichnis zu „Structural Analysis of Complex Networks “
Preface
A Brief Introduction to Complex Networks and Their Analysis Frank Emmert-Streib
Partitions of Graphs Mieczyslaw Borowiecki
Distance in Graphs Wayne Goddard and Ortrud Oellerman
Domination in Graphs Nawarat Ananchuen
Spectrum and Entropy for Infinite Directed Graphs Jun Ichi Fujij
Application of Infinite Labeled Graphs to Symbolic Dynamical Systems Kengo Matsumoto
Decompositions and Factorizations of Complete Graphs Petr Kovár
Geodetic Sets in Graphs Bostjan Bresar, Matjaz Kovse, and Aleksandra Tepeh Horvat
Graph Polynomials and Their Applications I: The Tutte Polynomial Joanna Ellis-Monaghan and Criel Merino
Graph Polynomials and Their Applications II: Interrelations and Interpretations Joanna Ellis-Monaghan and Criel Merino
Reconstruction Problems for Graphs, Krawtchouk Polynomials and Diophantine Equations Thomas Stoll
Subgraphs as a Measure of Similarity Josef Lauri
A Chromatic Metric on Graphs Gerhard Benade
Some Applications of Eigenvalues of Graphs Sebastian Cioaba
Minimum Spanning Markovian Trees: Introducing Context-Sensitivity into the Generation of Spanning Trees Alexander Mehler
Link-Based Network Mining Jerry Scripps, Ronald Nussbaum, Pang-Ning Tan, and Abdol-Hossein Esfahanian
Graph Representations and Algorithms in Computational Biology of RNA Secondary Structure Stefan Washietl and Tanja Gesell
Inference of Protein Function from the Structure of Interaction Networks Oliver Mason, Peter Clifford, and Mark Verwoerd
Applications of Perfect Matchings in Chemistry Damir Vukicevic
Index
Bibliographische Angaben
- 2010, 486 Seiten, Maße: 16,2 x 24 cm, Gebunden, Englisch
- Herausgegeben: Matthias Dehmer
- Verlag: Springer
- ISBN-10: 0817647880
- ISBN-13: 9780817647889
Sprache:
Englisch
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