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Graph Miningby Deepayan Chakrabarti; Christos Faloutsos
Morgan & Claypool Publishers 2012; US$ 45.00What 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),... more...
Add to my wish listAdd to cartLink Miningby Philip S. Yu; Jiawei Han; Christos Faloutsos
Springer 2010; US$ 169.99This book presents in-depth surveys and systematic discussions on models, algorithms and applications for link mining. Link mining is an important field of data mining. Traditional data mining focuses on 'flat' data in which each data object is represented as a fixed-length attribute vector. However, many real-world data sets are much richer... more...
Add to my wish listAdd to cartData Mining in Large Sets of Complex Databy Robson L. F. Cordeiro; Christos Faloutsos; Caetano Traina Júnior
Springer 2013; US$ 31.99The 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 Terabytes, how can we find regions aiming at identifying... more...
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