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Random Walks and Diffusions on Graphs and Databases

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Cover of 'Random Walks and Diffusions on Graphs and Databases'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Permutations, Markov Chains, and Partitions
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    Chapter 2 Worth Another Binary Relation: Graphs
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    Chapter 3 Permutations Sieved Through Adjacency: Graph Automorphisms
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    Chapter 4 Exploring Undirected Graphs by Random Walks
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    Chapter 5 Embedding of Graphs in Probabilistic Euclidean Space
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    Chapter 6 Random Walks and Electric Resistance Networks
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    Chapter 7 Random Walks and Diffusions on Directed Graphs and Interacting Networks
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    Chapter 8 Structural Analysis of Networks and Databases
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    Chapter 9 When Feedbacks Matter: Epidemics, Synchronization, and Self-regulation in Complex Networks
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    Chapter 10 Critical Phenomena on Large Graphs with Regular Subgraphs
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