eBook, PDF

Structural Analysis of Complex Networks (eBook, PDF)

Beschreibung

Filling a gap in literature, this self-contained book presents theoretical and application-oriented results that allow to structurally explore 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.

Technische Details

• Geräte: PC
• ohne Kopierschutz
• Größe: 8.12MB

Barrierefreiheit

• Text-to-Speech

Produktdetails

• Verlag: Birkhäuser Boston
• Seitenzahl: 486
• Erscheinungstermin: 14. Oktober 2010
• Englisch
• ISBN-13: 9780817647896
• Artikelnr.: 37359486

Rezensionen

From the reviews:

"The book Structural Analysis of Complex Networks presents theoretical as well as practice-oriented results for structurally exploring networks, combining graph-theoretic methods with mathematical techniques from other scientific disciplines such as machine learning, statistics and information theory. ... the book is addressed to an interdisciplinary audience, covering topics from artificial intelligence, computer science, computational and systems biology, cognitive science, computational linguistics, discrete mathematics, machine learning, mathematical chemistry and statistics." (Sanzaiana Caraman, IASI Polytechnic Magazine, Vol. 22 (1/4), March-December, 2010)