Structural Analysis of Complex Networks

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Opis: Structural Analysis of Complex Networks - M Dehmer

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.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 Kovar 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


Szczegóły: Structural Analysis of Complex Networks - M Dehmer

Tytuł: Structural Analysis of Complex Networks
Autor: M Dehmer
Producent: Birkhauser
ISBN: 9780817647889
Rok produkcji: 2010
Ilość stron: 500
Oprawa: Twarda
Waga: 0.88 kg


Recenzje: Structural Analysis of Complex Networks - M Dehmer

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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.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 Kovar 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

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Cena 664,65 PLN
Nasza cena 621,45 PLN
Oszczędzasz 6%
Wysyłka: Niedostępna
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Szczegóły: Structural Analysis of Complex Networks - M Dehmer

Tytuł: Structural Analysis of Complex Networks
Autor: M Dehmer
Producent: Birkhauser
ISBN: 9780817647889
Rok produkcji: 2010
Ilość stron: 500
Oprawa: Twarda
Waga: 0.88 kg


Recenzje: Structural Analysis of Complex Networks - M Dehmer

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