Random Walks and Diffusions on Graphs and Databases: An Introduction

by Philippe Blanchard and Dimitri Volchenkov

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Introduction to Permutations, Markov Chains, and Partitions.- Worth Another Binary Relation: Graphs.- Permutations Sieved Through Adjacency: Garph Autormorphisms.- Exploring Undirected Graphs by Random Walks.- Embedding of Graphs in Probabilistic Euclidean Space.- Random Walks and Electric Resistance Networks.- Random Walks and Diffusions on Directed Graphs and Interacting Networks.- Structural Analysis of Networks and Databases.- When Feedbacks Matter: Epidemics, Synchronization, and Self-Regulation in Complex Networks.- Critical Phenomena on Large Graphs With Regular Subgraphs.- Glossary of Graph Theory.

Format:Paperback

Language:English

ISBN:3642268420

ISBN13:9783642268427

Release Date:July 2013

Publisher:Springer

Length:262 Pages

Weight:0.88 lbs.

Dimensions:0.6" x 6.2" x 9.1"

Related Subjects

Computers Computers & Technology Math Mathematics Science & Math

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Random Walks and Diffusions on Graphs and Databases: An Introduction

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