Practical Graph Mining with R

Ebook Details

Authors

Nagiza F. Samatova , William Hendrix , John Jenkins

Year 2013
Pages 495
Publisher Language
Language en
ISBN 9781439860847
File Size 20.22 MB
File Format PDF
Download Counter 1,719

Ebook Description

Discover Novel and Insightful Knowledge from Data Represented as a Graph Practical Graph Mining with R presents a "do-it-yourself" approach to extracting interesting patterns from graph data. It covers many basic and advanced techniques for the identification of anomalous or frequently recurring patterns in a graph, the discovery of groups or clusters of nodes that share common patterns of attributes and relationships, the extraction of patterns that distinguish one category of graphs from another, and the use of those patterns to predict the category of new graphs.