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    KDD
    2012
    ACM
    197views Data Mining» more  KDD 2012»
    On the separability of structural classes of communities
    13 years 8 months ago
    On the separability of structural classes of communities
    Download  www.cs.cornell.edu
    Three major factors govern the intricacies of community extraction in networks: (1) the application domain includes a wide variety of networks of fundamentally different natures,...
    Bruno D. Abrahao, Sucheta Soundarajan, John E. Hop...
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    KDD
    2012
    ACM
    200views Data Mining» more  KDD 2012»
    Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
    13 years 8 months ago
    Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
    Download  www.cs.princeton.edu
    The communities of a social network are sets of vertices with more connections inside the set than outside. We theoretically demonstrate that two commonly observed properties of s...
    David F. Gleich, C. Seshadhri
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    SDM
    2012
    SIAM
    281views Data Mining» more  SDM 2012»
    Contextual Collaborative Filtering via Hierarchical Matrix Factorization
    13 years 8 months ago
    Contextual Collaborative Filtering via Hierarchical Matrix Factorization
    Download  www.cse.ust.hk
    Matrix factorization (MF) has been demonstrated to be one of the most competitive techniques for collaborative filtering. However, state-of-the-art MFs do not consider contextual...
    ErHeng Zhong, Wei Fan, Qiang Yang
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    SDM
    2012
    SIAM
    216views Data Mining» more  SDM 2012»
    Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable
    13 years 8 months ago
    Feature Selection "Tomography" - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable
    Download  www.hpl.hp.com
    :  Feature Selection “Tomography” - Illustrating that Optimal Feature Filtering is Hopelessly Ungeneralizable George Forman HP Laboratories HPL-2010-19R1 Feature selection; ...
    George Forman
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    SDM
    2012
    SIAM
    297views Data Mining» more  SDM 2012»
    A Flexible Open-Source Toolbox for Scalable Complex Graph Analysis
    13 years 8 months ago
    A Flexible Open-Source Toolbox for Scalable Complex Graph Analysis
    Download  www.cs.ucsb.edu
    The Knowledge Discovery Toolbox (KDT) enables domain experts to perform complex analyses of huge datasets on supercomputers using a high-level language without grappling with the ...
    Adam Lugowski, David M. Alber, Aydin Buluç,...
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