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    KDD
    2012
    ACM
    271views Data Mining» more  KDD 2012»
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    11 years 11 months ago
    GigaTensor: scaling tensor analysis up by 100 times - algorithms and discoveries
    Download  www.cs.cmu.edu
    Many data are modeled as tensors, or multi dimensional arrays. Examples include the predicates (subject, verb, object) in knowledge bases, hyperlinks and anchor texts in the Web g...
    U. Kang, Evangelos E. Papalexakis, Abhay Harpale, ...
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    KDD
    2012
    ACM
    201views Data Mining» more  KDD 2012»
    Learning from crowds in the presence of schools of thought
    11 years 11 months ago
    Learning from crowds in the presence of schools of thought
    Download  www.cs.cmu.edu
    Crowdsourcing has recently become popular among machine learning researchers and social scientists as an effective way to collect large-scale experimental data from distributed w...
    Yuandong Tian, Jun Zhu
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    KDD
    2012
    ACM
    190views Data Mining» more  KDD 2012»
    Multi-label hypothesis reuse
    11 years 11 months ago
    Multi-label hypothesis reuse
    Download  cs.nju.edu.cn
    Multi-label learning arises in many real-world tasks where an object is naturally associated with multiple concepts. It is well-accepted that, in order to achieve a good performan...
    Sheng-Jun Huang, Yang Yu, Zhi-Hua Zhou
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    KDD
    2012
    ACM
    197views Data Mining» more  KDD 2012»
    On the separability of structural classes of communities
    11 years 11 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
    212views Data Mining» more  KDD 2012»
    Factoring past exposure in display advertising targeting
    11 years 11 months ago
    Factoring past exposure in display advertising targeting
    Download  pollux.usc.edu
    Online advertising is increasingly becoming more performance oriented, where the decision to show an advertisement to a user is made based on the user’s propensity to respond to...
    Neha Gupta, Abhimanyu Das, Sandeep Pandey, Vijay K...
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