MANAGING AND MINING GRAPH DATA - Charu …

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MANAGING AND MINING GRAPH DATAMANAGING AND MINING GRAPH DATAEdited byCHARU C. AGGARWALIBM T. J. Watson Research Center, Yorktown Heights, NY 10598, USAHAIXUN WANGMicrosoft Research Asia, Beijing, China 100190Kluwer Academic PublishersBoston/Dordrecht/LondonContent sList of FiguresxvList of TablesxxiPrefacexxiii1An Introduction to GRAPH Data1Charu C. Aggarwal and Haixun Management and MINING data Management and MINING : A Survey of Algorithms andApplications13Charu 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 Research55References553Graph MINING : Laws and Generators69Deepayan Chakrabarti,Christos Faloutsos and Mary Patterns71viMANAGING AND MINING GRAPH Laws and Heavy-Tailed Static GRAPH in Evolving Structure of

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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