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    2012
    SIAM
    238views Data Mining» more  SDM 2012»
    Evaluating Event Credibility on Twitter
    11 years 8 months 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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    SDM
    2012
    SIAM
    258views Data Mining» more  SDM 2012»
    Feature Selection with Linked Data in Social Media
    11 years 8 months ago
    Feature Selection with Linked Data in Social Media
    Download  www.public.asu.edu
    Feature selection is widely used in preparing highdimensional data for effective data mining. Increasingly popular social media data presents new challenges to feature selection....
    Jiliang Tang, Huan Liu
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    SDM
    2012
    SIAM
    224views Data Mining» more  SDM 2012»
    Nearest-Neighbor Search on a Time Budget via Max-Margin Trees
    11 years 8 months ago
    Nearest-Neighbor Search on a Time Budget via Max-Margin Trees
    Download  www.cc.gatech.edu
    Many high-profile applications pose high-dimensional nearest-neighbor search problems. Yet, it still remains difficult to achieve fast query times for state-of-the-art approache...
    Parikshit Ram, Dongryeol Lee, Alexander G. Gray
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    SDM
    2012
    SIAM
    273views Data Mining» more  SDM 2012»
    A Framework for the Evaluation and Management of Network Centrality
    11 years 8 months 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
    2012
    SIAM
    294views Data Mining» more  SDM 2012»
    Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
    11 years 8 months ago
    Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
    Download  people.ee.duke.edu
    We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
    Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
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