UID:
almafu_9959328246002883
Format:
1 online resource (xix, 479 pages) :
,
illustrations
ISBN:
9780470073049
,
0470073047
,
9780470073032
,
0470073039
Content:
This text takes a focused and comprehensive look at mining data represented as a graph, with the latest findings and applications in both theory and practice provided. Even if you have minimal background in analyzing graph data, with this book you'll be able to represent data as graphs, extract patterns and concepts from the data, and apply the methodologies presented in the text to real datasets.
Note:
Graph matching : exact and error-tolerant methods and the automatic learning of edit costs / Horst Bunke, Michel Neuhaus -- Graph visualization and data mining / Walter Didimo, Giuseppe Liotta -- Graph patterns and the R-Mat generator / Deepayan Chakrabarti, Christos Faloutsos -- Discovery of frequent substructures / Xifeng Yan, Jiawei Han -- Finding topological frequent patterns from graph datasets / Michihiro Kuramochi, George Karypis -- Unsupervised and supervised pattern learning in graph data / Diane J. Cook, Lawrence B. Holder, Nikhil Ketkar -- Graph grammar learning / Istvan Jonyer -- Constructing decision tree based on chunkingless graph-based induction / Kouzou Ohara, Phu Chien Nguyen, Akira Mogi, Hiroshi Motoda, Takashi Washio -- Some links between formal concept analysis and graph mining / Michel Liquière -- Kernel methods for graphs / Thomas Gärtner, Tamás Horváth, Quoc V. Le, Alex J. Smola, Stefan Wrobel -- Kernels as link analysis measures / Masashi Shimbo, Takahiko Ito -- Entity resolution in graphs / Indrajit Bhattacharya, Lise Getoor -- Mining from chemical graphs / Takashi Okada -- Unified approach to rooted tree mining : algorithms and applications / Mohammed Zaki -- Dense subgraph extraction / David Gibson, Ravi Kumar, Kevin S. McCurley, Andrew Tomkins -- Social network analysis / Sherry E. Marcus, Melanie Moy, Thayne Coffman.
Additional Edition:
Print version: Mining graph data. Hoboken, N.J. : Wiley-Interscience, ©2007 ISBN 0471731900
Additional Edition:
ISBN 9780471731900
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470073047
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470073047
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/0470073047
