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

by Danai Koutra and Christos Faloutsos

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 3031007832
• ISBN13: 9783031007835
• Release Date: October 2017
• Publisher: Springer
• Length: 197 Pages
• Weight: 0.81 lbs.
• Dimensions: 0.4" x 7.5" x 9.3"