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    282views Data Mining» more  SDM 2012»
    Citation Prediction in Heterogeneous Bibliographic Networks
    12 years 20 days ago
    Citation Prediction in Heterogeneous Bibliographic Networks
    Download  www.cs.uiuc.edu
    To reveal information hiding in link space of bibliographical networks, link analysis has been studied from different perspectives in recent years. In this paper, we address a no...
    Xiao Yu, Quanquan Gu, Mianwei Zhou, Jiawei Han
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    234views Data Mining» more  SDM 2012»
    On Evaluation of Outlier Rankings and Outlier Scores
    12 years 20 days ago
    On Evaluation of Outlier Rankings and Outlier Scores
    Download  www.dbs.ifi.lmu.de
    Outlier detection research is currently focusing on the development of new methods and on improving the computation time for these methods. Evaluation however is rather heuristic,...
    Erich Schubert, Remigius Wojdanowski, Arthur Zimek...
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    273views Data Mining» more  SDM 2012»
    A Framework for the Evaluation and Management of Network Centrality
    12 years 20 days ago
    A Framework for the Evaluation and Management of Network Centrality
    Download  www.cs.bu.edu
    Network-analysis literature is rich in node-centrality measures that quantify the centrality of a node as a function of the (shortest) paths of the network that go through it. Exi...
    Vatche Ishakian, Dóra Erdös, Evimaria ...
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    SDM
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    238views Data Mining» more  SDM 2012»
    Evaluating Event Credibility on Twitter
    12 years 20 days ago
    Evaluating Event Credibility on Twitter
    Download  www.cs.uiuc.edu
    Though Twitter acts as a realtime news source with people acting as sensors and sending event updates from all over the world, rumors spread via Twitter have been noted to cause c...
    Manish Gupta, Peixiang Zhao, Jiawei Han
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    2012
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    261views Data Mining» more  SDM 2012»
    Combining Active Learning and Dynamic Dimensionality Reduction
    12 years 20 days ago
    Combining Active Learning and Dynamic Dimensionality Reduction
    Download  www.cs.iit.edu
    To date, many active learning techniques have been developed for acquiring labels when training data is limited. However, an important aspect of the problem has often been neglect...
    Mustafa Bilgic
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