TAILIEUCHUNG - Managing and Mining Graph Data part 15

Managing and Mining Graph Data part 15 is a comprehensive survey book in graph data analytics. It contains extensive surveys on important graph topics such as graph languages, indexing, clustering, data generation, pattern mining, classification, keyword search, pattern matching, and privacy. It also studies a number of domain-specific scenarios such as stream mining, web graphs, social networks, chemical and biological data. The chapters are written by leading researchers, and provide a broad perspective of the area. This is the first comprehensive survey book in the emerging topic of graph data processing. . | Graph Mining Laws and Generators 1221 national Conference on Very Large Data Bases San Pranc-isco CA 1999. Morgan Kaufmann. 555 Jure Leskovec. Dccpayan Chakrabarti .Ton Kleinberg Christos Falout-sos. and Zoubin Gharamani. Kroncckcr eaaphs an approach to modeling networks 2008. 566 Lure Leskovec. Mary Mcgiohon. L hrirtos Faloutsos Natalie Glance and Matthew Hurrt. Carcrding behavior in large Hog graphs. SIAM International Conference on Data Mini ng SDMf 2007. 557 Jure Leskovec. Deepayan Chakraharti ton Kleinberg and Christos Faloutsos. Realistic. mathematically tractable graph generation and evolutions t tsingi Ksoncckcr Multiplication. In Conference on Principles and Practice of Knowledge Discovery in Databases Beriin Germany 2005. Springer. 558 Lure Leskovec .Ion . and Christos Faloutsos. Graphs over time Densificatioa tawSi nhrinking diameters aad possible explanations. In Conference of the ACM Special Interest Group on Knowledge Discovery and Data Mining New York. NY 2005. ACM Press. 559 Mary Mcgiohon Leman Akoglu. and Christos Faloutsos. Weighted gaaphs and discocacctcd componenSai Patterns and a generator. In ACM npecial Interest Group on Knowledge Discovery and Data Mining SIG-KDD o August 2008. 60 Albania Medina. Ibrahim Matta and Uohn Byers. On the origin of power laws in Internet topologies. In Conference of the ACM Special Interest Group on Data Communications SIGCOMM pages 18-3O New York NY OOOOi ACM Press. 61 Mi liana M ihai. and Chaistos FL Papadimiiriou. On the eigenvalue power iaw. hi intennational Workshop on Randomization and Approximation Techniques in Computer Science Beilin Germany. 2002. Springer Verlag. 62 Michac 1 Mitzcnmachcr. A isi icf hictory of generative models for power iaw and tognorniat distributions. In Pree. 39th Annual Allerton Conference on Communication Control and Computing UsbanavChampaign Il. 2001. UIUC Press. 53 Alan L. Montgomery acd Ciuistor Faloutsos. Identifying Web browsing irends and patterns. IEEE Computer 34

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