Christos Faloutsos: 2 books

Book cover of Graph Mining

Graph Mining

Laws, Tools, and Case Studies

by Deepayan Chakrabarti, Christos Faloutsos
Language: English
Release Date: October 1, 2012

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...
Book cover of Data Mining in Large Sets of Complex Data
by Robson Leonardo Ferreira Cordeiro, Christos Faloutsos, Caetano Traina Júnior
Language: English
Release Date: January 11, 2013

The amount and the complexity of the data gathered by current enterprises are increasing at an exponential rate. Consequently, the analysis of Big Data is nowadays a central challenge in Computer Science, especially for complex data. For example, given a satellite image database containing tens of...
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