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    SDM
    2007
    SIAM
    143views Data Mining» more  SDM 2007»
    Less is More: Compact Matrix Decomposition for Large Sparse Graphs
    14 years 4 months ago
    Less is More: Compact Matrix Decomposition for Large Sparse Graphs
    Download  www.cs.cmu.edu
    Given a large sparse graph, how can we find patterns and anomalies? Several important applications can be modeled as large sparse graphs, e.g., network traffic monitoring, resea...
    Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Falo...
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    PAKDD
    2010
    ACM
    175views Data Mining» more  PAKDD 2010»
    EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs
    14 years 6 months ago
    EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs
    Download  www.cs.cmu.edu
    Abstract. We report a surprising, persistent pattern in large sparse social graphs, which we term EigenSpokes. We focus on large Mobile Call graphs, spanning about 186K nodes and m...
    B. Aditya Prakash, Ashwin Sridharan, Mukund Seshad...
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