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    SIAM
    304views Data Mining» more  SDM 2012»
    Fast Random Walk Graph Kernel
    11 years 7 months ago
    Fast Random Walk Graph Kernel
    Download  www.cs.cmu.edu
    Random walk graph kernel has been used as an important tool for various data mining tasks including classification and similarity computation. Despite its usefulness, however, it...
    U. Kang, Hanghang Tong, Jimeng Sun
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    SDM
    2012
    SIAM
    312views Data Mining» more  SDM 2012»
    Drought Detection of the Last Century: An MRF-based Approach
    11 years 7 months ago
    Drought Detection of the Last Century: An MRF-based Approach
    Download  www-users.cs.umn.edu
    Droughts are one of the most damaging climate-related hazards. The late 1960s Sahel drought in Africa and the North American Dust Bowl of the 1930s are two examples of severe drou...
    Qiang Fu, Arindam Banerjee, Stefan Liess, Peter K....
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    SDM
    2012
    SIAM
    233views Data Mining» more  SDM 2012»
    On Finding Joint Subspace Boolean Matrix Factorizations
    11 years 7 months ago
    On Finding Joint Subspace Boolean Matrix Factorizations
    Download  www.mpi-inf.mpg.de
    Finding latent factors of the data using matrix factorizations is a tried-and-tested approach in data mining. But finding shared factors over multiple matrices is more novel prob...
    Pauli Miettinen
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    SDM
    2012
    SIAM
    261views Data Mining» more  SDM 2012»
    Combining Active Learning and Dynamic Dimensionality Reduction
    11 years 7 months 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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    SDM
    2012
    SIAM
    307views Data Mining» more  SDM 2012»
    Pseudo Cold Start Link Prediction with Multiple Sources in Social Networks
    11 years 7 months ago
    Pseudo Cold Start Link Prediction with Multiple Sources in Social Networks
    Download  www.cse.buffalo.edu
    Link prediction is an important task in social networks and data mining for understanding the mechanisms by which the social networks form and evolve. In most link prediction rese...
    Liang Ge, Aidong Zhang
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