Practical graph mining with R [electronic resource] / edited by, Nagiza F. Samatova ... [et al.]. - Boca Raton, Fla. : CRC Press, c2014. - 1 online resource (xxi, 464 p.) : ill. - Chapman & Hall/CRC data mining and knowledge discovery series . - Chapman & Hall/CRC data mining and knowledge discovery series. .

Includes bibliographical references and index.

Introduction / An introduction to graph theory / An introduction to R / An introduction to kernel functions / Link analysis / Graph-based proximity measures / Frequent subgraph mining / Cluster analysis / Classification / Dimensionality reduction / Graph-based anomaly detection / Performance metrics for graph mining tasks / Introduction to parallel graph mining / Kanchana Padmanabhan, William Hendrix, Nagiza F. Samatova -- Stephen Ware -- Neil Shah -- John Jenkins -- Arpan Chakraborty -- Kevin A. Wilson ... [et al.] -- Brent E. Harrison ... [et al.] -- Kanchana Padmanabhan ... [et al.] -- Srinath Ravindran ... [et al.] -- Madhuri R. Marri ... [et al.] -- Kanchana Padmanabhan ... [et al.] -- Kachana Padmanabhan and John Jenkins -- William Hendrix ... [et al.].



CL0500000320 Safari Books Online


Data mining--Graphic methods.
Information visualization--Data processing.
R (Computer program language)


Electronic books.