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    » Edge Anonymity in Social Network Graphs
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    KDD
    2008
    ACM
    202views Data Mining» more  KDD 2008»
    Data and Structural k-Anonymity in Social Networks
    14 years 9 months ago
    Data and Structural k-Anonymity in Social Networks
    Download  www.nku.edu
    The advent of social network sites in the last years seems to be a trend that will likely continue. What naive technology users may not realize is that the information they provide...
    Alina Campan, Traian Marius Truta
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    TVCG
    2008
    121views more  TVCG 2008»
    On the Visualization of Social and other Scale-Free Networks
    13 years 8 months ago
    On the Visualization of Social and other Scale-Free Networks
    Download  graphics.cs.uiuc.edu
    This paper proposes novel methods for visualizing specifically the large power-law graphs that arise in sociology and the sciences. In such cases a large portion of edges can be sh...
    Yuntao Jia, Jared Hoberock, Michael Garland, John ...
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    SDM
    2010
    SIAM
    213views Data Mining» more  SDM 2010»
    Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization
    13 years 10 months ago
    Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization
    Download  uni-koblenz.de
    We study the application of spectral clustering, prediction and visualization methods to graphs with negatively weighted edges. We show that several characteristic matrices of gra...
    Jérôme Kunegis, Stephan Schmidt, Andr...
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    SDM
    2010
    SIAM
    153views Data Mining» more  SDM 2010»
    Reconstruction from Randomized Graph via Low Rank Approximation
    13 years 10 months ago
    Reconstruction from Randomized Graph via Low Rank Approximation
    Download  coitweb.uncc.edu
    The privacy concerns associated with data analysis over social networks have spurred recent research on privacypreserving social network analysis, particularly on privacypreservin...
    Leting Wu, Xiaowei Ying, Xintao Wu
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    SDM
    2009
    SIAM
    104views Data Mining» more  SDM 2009»
    On Randomness Measures for Social Networks.
    14 years 6 months ago
    On Randomness Measures for Social Networks.
    Download  www.siam.org
    Social networks tend to contain some amount of randomness and some amount of non-randomness. The amount of randomness versus non-randomness affects the properties of a social netw...
    Xiaowei Ying, Xintao Wu
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