Structural Analysis of Complex Networks
| Autor: | Matthias Dehmer |
|---|---|
| EAN: | 9780817647896 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 14.10.2010 |
| Untertitel: | Theory and Applications |
| Kategorie: | |
| Schlagworte: | artificial intelligence biological networks complex networks computational and systems biology computational linguistics data mining graph polynomials graph representations mathematical chemistry network-based machine learning methods plana |
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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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