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Title Handbook of large-scale random networks / Béla Bollobás, Robert Kozma, Dezső Miklós, eds
Published Berlin ; New York : Springer Verlag ; Budapest : Janos Bolyai Mathematical Society, ©2009


Description 1 online resource (538 pages) : illustrations
Series Bolyai Society mathematical studies, 1217-4696 ; 18
Bolyai Society mathematical studies ; 18.
Contents Random Graphs and Branching Processes -- Percolation, Connectivity, Coverage and Colouring of Random Geometric Graphs -- Scaling Properties of Complex Networks and Spanning Trees -- Random Tree Growth with Branching Processes -- A Survey -- Reaction-diffusion Processes in Scale-free Networks -- Toward Understanding the Structure and Function of Cellular Interaction Networks -- Scale-Free Cortical Planar Networks -- Reconstructing Cortical Networks: Case of Directed Graphs with High Level of Reciprocity -- k-Clique Percolation and Clustering -- The Inverse Problem of Evolving Networks -- with Application to Social Nets -- Learning and Representation: From Compressive Sampling to the 'Symbol Learning Problem' -- Telephone Call Network Data Mining: A Survey with Experiments
Summary This handbook describes advances in large scale network studies that have taken place in the past 5 years since the publication of the Handbook of Graphs and Networks in 2003. It covers all aspects of large-scale networks, including mathematical foundations and rigorous results of random graph theory, modeling and computational aspects of large-scale networks, as well as areas in physics, biology, neuroscience, sociology and technical areas. Applications range from microscopic to mesoscopic and macroscopic models. The book is based on the material of the NSF workshop on Large-scale Random Graphs held in Budapest in 2006, at the Alfréd Rényi Institute of Mathematics, organized jointly with the University of Memphis
Notes Print version record
Subject System analysis
Random graphs.
Graph theory.
Combinatorial analysis.
Systems Analysis
systems analysis.
MATHEMATICS -- Algebra -- Intermediate.
Combinatorial analysis.
Graph theory.
Random graphs.
System analysis.
Netzwerk Graphentheorie
Kombinatorische Wahrscheinlichkeitstheorie
Form Electronic book
Author Bollobás, Béla
Kozma, Robert
Miklós, D
LC no. 2008929577
ISBN 9783540693956