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    SDM
    2009
    SIAM
    215views Data Mining» more  SDM 2009»
    Hybrid Clustering of Text Mining and Bibliometrics Applied to Journal Sets.
    14 years 5 months ago
    Hybrid Clustering of Text Mining and Bibliometrics Applied to Journal Sets.
    Download  www.siam.org
    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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    UAI
    1998
    129views Artificial Intelligence» more  UAI 1998»
    An Experimental Comparison of Several Clustering and Initialization Methods
    13 years 9 months ago
    An Experimental Comparison of Several Clustering and Initialization Methods
    Download  research.microsoft.com
    We examine methods for clustering in high dimensions. In the first part of the paper, we perform an experimental comparison between three batch clustering algorithms: the Expectat...
    Marina Meila, David Heckerman
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    CGF
    2011
    244views Computational Geometry» more  CGF 2011»
    Visualizing High-Dimensional Structures by Dimension Ordering and Filtering using Subspace Analysis
    13 years 1 days ago
    Visualizing High-Dimensional Structures by Dimension Ordering and Filtering using Subspace Analysis
    Download  www.cs.rug.nl
    High-dimensional data visualization is receiving increasing interest because of the growing abundance of highdimensional datasets. To understand such datasets, visualization of th...
    Bilkis J. Ferdosi, Jos B. T. M. Roerdink
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    SDM
    2003
    SIAM
    120views Data Mining» more  SDM 2003»
    Estimation of Topological Dimension
    13 years 9 months ago
    Estimation of Topological Dimension
    Download  people.whitman.edu
    We present two extensions of the algorithm by Broomhead et al [2] which is based on the idea that singular values that scale linearly with the radius of the data ball can be explo...
    Douglas R. Hundley, Michael J. Kirby
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    KDD
    2007
    ACM
    158views Data Mining» more  KDD 2007»
    Evolutionary spectral clustering by incorporating temporal smoothness
    14 years 8 months ago
    Evolutionary spectral clustering by incorporating temporal smoothness
    Download  research.microsoft.com
    Yun Chi, Xiaodan Song, Dengyong Zhou, Koji Hino, B...
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