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Generating Random Networks and Graphs
Language: en
Pages: 325
Authors: Anthony C. C. Coolen
Categories: Computers
Type: BOOK - Published: 2017 - Publisher: Oxford University Press

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This book describes how to correctly and efficiently generate random networks based on certain constraints. Being able to test a hypothesis against a properly s
Random Graph Dynamics
Language: en
Pages: 203
Authors: Rick Durrett
Categories: Mathematics
Type: BOOK - Published: 2010-05-31 - Publisher: Cambridge University Press

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The theory of random graphs began in the late 1950s in several papers by Erdos and Renyi. In the late twentieth century, the notion of six degrees of separation
Random Graphs and Complex Networks
Language: en
Pages: 341
Authors: Remco van der Hofstad
Categories: Computers
Type: BOOK - Published: 2017 - Publisher: Cambridge University Press

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This classroom-tested text is the definitive introduction to the mathematics of network science, featuring examples and numerous exercises.
Graph Mining
Language: en
Pages: 209
Authors: Deepayan Chakrabarti
Categories: Computers
Type: BOOK - Published: 2012-10-01 - Publisher: Morgan & Claypool Publishers

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What does the Web look like? How can we find patterns, communities, outliers, in a social network? Which are the most central nodes in a network? These are the
Graph Representation Learning
Language: en
Pages: 141
Authors: William L. William L. Hamilton
Categories: Computers
Type: BOOK - Published: 2022-06-01 - Publisher: Springer Nature

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Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational induct