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    SDM
    2009
    SIAM
    117views Data Mining» more  SDM 2009»
    Spatially Cost-Sensitive Active Learning.
    15 years 6 months ago
    Spatially Cost-Sensitive Active Learning.
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    In active learning, one attempts to maximize classifier performance for a given number of labeled training points by allowing the active learning algorithm to choose which points...
    Alexander Liu, Goo Jun, Joydeep Ghosh
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    SDM
    2009
    SIAM
    114views Data Mining» more  SDM 2009»
    On the Comparison of Relative Clustering Validity Criteria.
    15 years 6 months ago
    On the Comparison of Relative Clustering Validity Criteria.
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    Many different relative clustering validity criteria exist that are very useful in practice as quantitative measures for evaluating the quality of data partitions, and new criter...
    Lucas Vendramin, Ricardo J. G. B. Campello, Eduard...
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    SDM
    2009
    SIAM
    176views Data Mining» more  SDM 2009»
    Constraint-Based Subspace Clustering.
    15 years 6 months ago
    Constraint-Based Subspace Clustering.
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    In high dimensional data, the general performance of traditional clustering algorithms decreases. This is partly because the similarity criterion used by these algorithms becomes ...
    Élisa Fromont, Adriana Prado, Céline...
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    SDM
    2009
    SIAM
    331views Data Mining» more  SDM 2009»
    Privacy Preservation in Social Networks with Sensitive Edge Weights.
    15 years 6 months ago
    Privacy Preservation in Social Networks with Sensitive Edge Weights.
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    With the development of emerging social networks, such as Facebook and MySpace, security and privacy threats arising from social network analysis bring a risk of disclosure of con...
    Jie Wang, Jinze Liu, Jun Zhang, Lian Liu
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    CORR
    2010
    Springer
    168views Education» more  CORR 2010»
    A Bayesian Review of the Poisson-Dirichlet Process
    14 years 9 months ago
    A Bayesian Review of the Poisson-Dirichlet Process
    Download  eprints.pascal-network.org
    The two parameter Poisson-Dirichlet process is also known as the PitmanYor Process and related to the Chinese Restaurant Process, is a generalisation of the Dirichlet Process, and...
    Wray L. Buntine, Marcus Hutter
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