TY - BOOK AU - Samatova,Nagiza F. ED - Safari eBooks. TI - Practical graph mining with R T2 - Chapman & Hall/CRC data mining and knowledge discovery series PY - 2014/// KW - Data mining KW - Graphic methods KW - Information visualization KW - Data processing KW - R (Computer program language) KW - Electronic books KW - local N1 - Includes bibliographical references and index; Introduction; Kanchana Padmanabhan, William Hendrix, Nagiza F. Samatova --; An introduction to graph theory; Stephen Ware --; An introduction to R; Neil Shah --; An introduction to kernel functions; John Jenkins --; Link analysis; Arpan Chakraborty --; Graph-based proximity measures; Kevin A. Wilson ... [et al.] --; Frequent subgraph mining; Brent E. Harrison ... [et al.] --; Cluster analysis; Kanchana Padmanabhan ... [et al.] --; Classification; Srinath Ravindran ... [et al.] --; Dimensionality reduction; Madhuri R. Marri ... [et al.] --; Graph-based anomaly detection; Kanchana Padmanabhan ... [et al.] --; Performance metrics for graph mining tasks; Kachana Padmanabhan and John Jenkins --; Introduction to parallel graph mining; William Hendrix ... [et al.] UR - http://ezproxy.alfaisal.edu/login?url=http://academic.safaribooksonline.com/?uiCode=sdl&xmlId=9781439860854 ER -