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    SDM
    2009
    SIAM
    208views Data Mining» more  SDM 2009»
    Topic Evolution in a Stream of Documents.
    16 years 4 months ago
    Topic Evolution in a Stream of Documents.
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    Document collections evolve over time, new topics emerge and old ones decline. At the same time, the terminology evolves as well. Much literature is devoted to topic evolution in ...
    Alexander Hinneburg, Andrè Gohr, Myra Spili...
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    SDM
    2009
    SIAM
    172views Data Mining» more  SDM 2009»
    Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach.
    16 years 4 months ago
    Travel-Time Prediction Using Gaussian Process Regression: A Trajectory-Based Approach.
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    This paper is concerned with the task of travel-time prediction for an arbitrary origin-destination pair on a map. Unlike most of the existing studies, which focus only on a parti...
    Sei Kato, Tsuyoshi Idé
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    SDM
    2009
    SIAM
    113views Data Mining» more  SDM 2009»
    Graph Generation with Prescribed Feature Constraints.
    16 years 4 months ago
    Graph Generation with Prescribed Feature Constraints.
    Download  www.sis.uncc.edu
    In this paper, we study the problem of how to generate synthetic graphs matching various properties of a real social network with two applications, privacy preserving social netwo...
    Xiaowei Ying, Xintao Wu
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    SDM
    2009
    SIAM
    123views Data Mining» more  SDM 2009»
    Tracking User Mobility to Detect Suspicious Behavior.
    16 years 4 months ago
    Tracking User Mobility to Detect Suspicious Behavior.
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    Popularity of mobile devices is accompanied by widespread security problems, such as MAC address spoofing in wireless networks. We propose a probabilistic approach to temporal an...
    Gaurav Tandon, Philip K. Chan
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    SDM
    2009
    SIAM
    108views Data Mining» more  SDM 2009»
    Highlighting Diverse Concepts in Documents.
    16 years 4 months ago
    Highlighting Diverse Concepts in Documents.
    Download  www.almaden.ibm.com
    We show the underpinnings of a method for summarizing documents: it ingests a document and automatically highlights a small set of sentences that are expected to cover the differ...
    Evimaria Terzi, Kun Liu, Tyrone Grandison
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