Graph Mining: Laws, Tools, and Case Studies - Couverture souple

Chakrabarti, Deepayan; Faloutsos, Christos

Couverture souple

ISBN 10 : 1608451151 ISBN 13 : 9781608451159

Editeur : Morgan & Claypool Publishers, 2012

Synopsis

Graph Mining 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 that try to mirr...

Détails de l'édition

• Éditeur: Morgan & Claypool Publishers
• Date d'édition: 2012
• ISBN 10: 1608451151
• ISBN 13: 9781608451159
• Reliure: Broché
• Langue: anglais
• Nombre de pages: 208