Individual and Collective Graph Mining: Principles, Algorithms, and Applications

Ebook Details

Authors Danai Koutra, Christos Faloutsos
Year 2017
Pages 206
Publisher Morgan &amp
Language en
ISBN 9781681730394
File Size 4.35 MB
File Format PDF
Download Counter 127
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Ebook Description

Graphs naturally represent information ranging from links between web pages, to communication in email networks, to connections between neurons in our brains. These graphs often span billions of nodes and interactions between them. Within this deluge of interconnected data, how can we find the most important structures and summarize them? How can we efficiently visualize them? How can we detect anomalies that indicate critical events, such as an attack on a computer system, disease formation in the human brain, or the fall of a company?