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    KDD
    2007
    ACM
    237views Data Mining» more  KDD 2007»
    Knowledge discovery of multiple-topic document using parametric mixture model with dirichlet prior
    15 years 10 months ago
    Knowledge discovery of multiple-topic document using parametric mixture model with dirichlet prior
    Download  www.r.dl.itc.u-tokyo.ac.jp
    Documents, such as those seen on Wikipedia and Folksonomy, have tended to be assigned with multiple topics as a meta-data. Therefore, it is more and more important to analyze a re...
    Issei Sato, Hiroshi Nakagawa
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    KDD
    2007
    ACM
    136views Data Mining» more  KDD 2007»
    Information genealogy: uncovering the flow of ideas in non-hyperlinked document databases
    15 years 10 months ago
    Information genealogy: uncovering the flow of ideas in non-hyperlinked document databases
    Download  www.benyah.net
    We now have incrementally-grown databases of text documents ranging back for over a decade in areas ranging from personal email, to news-articles and conference proceedings. While...
    Benyah Shaparenko, Thorsten Joachims
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    KDD
    2007
    ACM
    159views Data Mining» more  KDD 2007»
    Practical guide to controlled experiments on the web: listen to your customers not to the hippo
    15 years 10 months ago
    Practical guide to controlled experiments on the web: listen to your customers not to the hippo
    Download  exp-platform.com
    The web provides an unprecedented opportunity to evaluate ideas quickly using controlled experiments, also called randomized experiments (single-factor or factorial designs), A/B ...
    Ron Kohavi, Randal M. Henne, Dan Sommerfield
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    KDD
    2007
    ACM
    177views Data Mining» more  KDD 2007»
    Mining optimal decision trees from itemset lattices
    15 years 10 months ago
    Mining optimal decision trees from itemset lattices
    Download  delivery.acm.org
    We present DL8, an exact algorithm for finding a decision tree that optimizes a ranking function under size, depth, accuracy and leaf constraints. Because the discovery of optimal...
    Élisa Fromont, Siegfried Nijssen
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    KDD
    2007
    ACM
    186views Data Mining» more  KDD 2007»
    An Ad Omnia Approach to Defining and Achieving Private Data Analysis
    15 years 10 months ago
    An Ad Omnia Approach to Defining and Achieving Private Data Analysis
    Download  www.cs.stevens.edu
    We briefly survey several privacy compromises in published datasets, some historical and some on paper. An inspection of these suggests that the problem lies with the nature of the...
    Cynthia Dwork
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