libri scuola books Fumetti ebook dvd top ten sconti 0 Carrello


Torna Indietro

dehmer matthias (curatore) - structural analysis of complex networks

Structural Analysis of Complex Networks




Disponibilità: Normalmente disponibile in 15 giorni
A causa di problematiche nell'approvvigionamento legate alla Brexit sono possibili ritardi nelle consegne.


PREZZO
183,98 €
NICEPRICE
174,78 €
SCONTO
5%



Questo prodotto usufruisce delle SPEDIZIONI GRATIS
selezionando l'opzione Corriere Veloce in fase di ordine.


Pagabile anche con Carta della cultura giovani e del merito, 18App Bonus Cultura e Carta del Docente


Facebook Twitter Aggiungi commento


Spese Gratis

Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Birkhäuser

Edizione: 2011





Trama

Because of the increasing complexity and growth of real-world networks, their analysis by using classical graph-theoretic methods is oftentimes a difficult procedure. As a result, there is a strong need to combine graph-theoretic methods with mathematical techniques from other scientific disciplines, such as machine learning and information theory, in order to analyze complex networks more adequately.

Filling a gap in literature, this self-contained book presents theoretical and application-oriented results 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. Special emphasis is given to methods related to: applications in biology, chemistry, linguistics, and data analysis; graph colorings; graph polynomials; information measures for graphs; metrical properties of graphs; partitions and decompositions; and quantitative graph measures.

Structural Analysis of Complex Networks 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. The book may be used as a supplementary textbook in graduate-level seminars on structural graph analysis, complex networks, or network-based machine learning methods.





Sommario

Preface.- A Brief Introduction to Complex Networks and Their Analysis.- Partitions of Graphs.- Distance in Graphs.- Domination in Graphs.- Spectrum and Entropy for Infinite Directed Graphs.- Application of Infinite Labeled Graphs to Symbolic Dynamical Systems.- Decompositions and Factorizations of Complete Graphs.- Geodetic Sets in Graphs.- Graph Polynomials and Their Applications I: The Tutte Polynomial.- Graph Polynomials and Their Applications II: Interrelations and Interpretations.- Reconstruction Problems for Graphs, Krawtchouk Polynomials, and Diophantine Equations.- Subgraphs as a Measure of Similarity.- A Chromatic Metric on Graphs.- Some Applications of Eigenvalues of Graphs.- Minimum Spanning Markovian Trees: Introducing Context-Sensitivity Into the Generation of Spanning Trees.- Link-Based Network Mining.- Graph Representations and Algorithms in Computational Biology of RNA Secondary Structure.- Inference of Protein Function from the Structure of Interaction Networks.- Applications of Perfect Matchings in Chemistry.- Index











Altre Informazioni

ISBN:

9780817647889

Condizione: Nuovo
Dimensioni: 235 x 155 mm
Formato: Copertina rigida
Illustration Notes:XIV, 486 p. 85 illus.
Pagine Arabe: 486
Pagine Romane: xiv


Dicono di noi