Christos Faloutsos

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? Thes...

Searching Multimedia Databases by Content

Searching Multimedia Databases by Content bridges the gap between the database and signal processing communities by providing the necessary background...

Individual and Collective Graph Mining

Principles, Algorithms, and Applications

Graphs naturally represent information ranging from links between web pages, to communication in email networks, to connections between neurons in our...

Data Mining in Large Sets of Complex Data

The amount and the complexity of the data gathered by current enterprises are increasing at an exponential rate. Consequently, the analysis of Big Dat...

Link Mining: Models, Algorithms, and Applications

This book offers detailed surveys and systematic discussion of models, algorithms and applications for link mining, focusing on theory and technique, ...

Signature Files: an Access Method for Textual Messages

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