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MANAGING AND MINING GRAPH DATA - Charu …

MANAGING AND MINING GRAPH DATAMANAGING AND MINING GRAPH DATAE dited byCHARU C. AGGARWALIBM T. J. Watson Research Center, Yorktown Heights, NY 10598, USAHAIXUN WANGM icrosoft Research Asia, Beijing, China 100190 Kluwer Academic PublishersBoston/Dordrecht/LondonContent sList of FiguresxvList of TablesxxiPrefacexxiii1An introduction to GRAPH Data1 Charu C. Aggarwal and Haixun Management and MINING data Management and MINING : A Survey of Algorithms andApplications13 Charu C. Aggarwal and Haixun data Management and Query Processing Construction of Massive MINING MINING in Algorithms for GRAPH Algorithms for GRAPH Dynamics of Time-Evolving and Biological Bug and Future Research55 References553 GRAPH MINING : Laws and Generators69 Deepayan Chakrabarti,Christos Faloutsos and Mary Patterns71viMANAGING AND MINING GRAPH Laws and Heavy-Tailed Static GRAPH in Evolving Structure of Specific GRAPH Attachment and for specific Generator

Contents List of Figures xv List of Tables xxi Preface xxiii 1 An Introduction to Graph Data 1 Charu C. Aggarwal and Haixun Wang 1. Introduction 1 2. Graph Management and Mining Applications 3

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