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    SIGMOD
    2009
    ACM
    140views Database» more  SIGMOD 2009»
    Distributed data-parallel computing using a high-level programming language
    14 years 9 months ago
    Distributed data-parallel computing using a high-level programming language
    Download  research.microsoft.com
    The Dryad and DryadLINQ systems offer a new programming model for large scale data-parallel computing. They generalize previous execution environments such as SQL and MapReduce in...
    Michael Isard, Yuan Yu
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    PAKDD
    2009
    ACM
    225views Data Mining» more  PAKDD 2009»
    Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions.
    14 years 6 months ago
    Change Analysis in Spatial Data by Combining Contouring Algorithms with Supervised Density Functions.
    Download  www2.cs.uh.edu
    Detecting changes in spatial datasets is important for many fields. In this paper, we introduce a methodology for change analysis in spatial datasets that combines contouring algor...
    Christoph F. Eick, Chun-Sheng Chen, Michael D. Twa...
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    SDM
    2009
    SIAM
    196views Data Mining» more  SDM 2009»
    MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
    14 years 6 months ago
    MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis.
    Download  www.siam.org
    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
    184views Data Mining» more  SDM 2009»
    DensEst: Density Estimation for Data Mining in High Dimensional Spaces.
    14 years 6 months ago
    DensEst: Density Estimation for Data Mining in High Dimensional Spaces.
    Download  www.siam.org
    Subspace clustering and frequent itemset mining via “stepby-step” algorithms that search the subspace/pattern lattice in a top-down or bottom-up fashion do not scale to large ...
    Emmanuel Müller, Ira Assent, Ralph Krieger, S...
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    IUI
    2009
    ACM
    100views Software Engineering» more  IUI 2009»
    Data-driven exploration of musical chord sequences
    14 years 5 months ago
    Data-driven exploration of musical chord sequences
    Download  research.microsoft.com
    We present data-driven methods for supporting musical creativity by capturing the statistics of a musical database. Specifically, we introduce a system that supports users in expl...
    Eric Nichols, Dan Morris, Sumit Basu
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