Graph Mining
Laws, Tools, and Case Studies
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 questions that motivate this work. Networks and graphs appear in many diverse settings, for example in social networks, computer-communication networks (intrusion detection, traffic management), protein-protein interaction networks in biology, document-text bipartite graphs in text retrieval, person-account graphs in financial fraud detection, and others.In this work, first we list several surprising patterns that real graphs tend to follow. Then we give a detailed list of generators t…
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Produktdetails
Weitere Autoren: Faloutsos, Christos
- ISBN: 978-1-60845-116-6
- EAN: 9781608451166
- Produktnummer: 20533857
- Verlag: Morgan & Claypool Publishers
- Sprache: Englisch
- Erscheinungsjahr: 2012
- Seitenangabe: 207 S.
- Plattform: EPUB
- Masse: 6'696 KB
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