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    SIAM
    223views Data Mining» more  SDM 2009»
    Context Aware Trace Clustering: Towards Improving Process Mining Results.
    15 years 10 months ago
    Context Aware Trace Clustering: Towards Improving Process Mining Results.
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    Process Mining refers to the extraction of process models from event logs. Real-life processes tend to be less structured and more flexible. Traditional process mining algorithms...
    R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aa...
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    2009
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    196views Data Mining» more  SDM 2009»
    MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
    15 years 10 months ago
    MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
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    With the explosion of social media, scalability becomes a key challenge. There are two main aspects of the problems that arise: 1) data volume: how to manage and analyze huge data...
    Ching-Yung Lin, Jimeng Sun, Nan Cao, Shixia Liu, S...
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    SDM
    2009
    SIAM
    161views Data Mining» more  SDM 2009»
    Polynomial-Delay and Polynomial-Space Algorithms for Mining Closed Sequences, Graphs, and Pictures in Accessible Set Systems.
    15 years 10 months ago
    Polynomial-Delay and Polynomial-Space Algorithms for Mining Closed Sequences, Graphs, and Pictures in Accessible Set Systems.
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    In this paper, we study efficient closed pattern mining in a general framework of set systems, which are families of subsets ordered by set-inclusion with a certain structure, pro...
    Hiroki Arimura, Takeaki Uno
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    2009
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    215views Data Mining» more  SDM 2009»
    Hybrid Clustering of Text Mining and Bibliometrics Applied to Journal Sets.
    15 years 10 months ago
    Hybrid Clustering of Text Mining and Bibliometrics Applied to Journal Sets.
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    To obtain correlated and complementary information contained in text mining and bibliometrics, hybrid clustering to incorporate textual content and citation information has become...
    Bart De Moor, Frizo A. L. Janssens, Shi Yu, Wolfga...
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    SDM
    2009
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    125views Data Mining» more  SDM 2009»
    Identifying Unsafe Routes for Network-Based Trajectory Privacy.
    15 years 10 months ago
    Identifying Unsafe Routes for Network-Based Trajectory Privacy.
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    In this paper, we propose a privacy model that offers trajectory privacy to the requesters of Location-Based Services (LBSs), by utilizing an underlying network of user movement. ...
    Aris Gkoulalas-Divanis, Mohamed F. Mokbel, Vassili...
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