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    SDM
    2012
    SIAM
    322views Data Mining» more  SDM 2012»
    Adaptive Multi-task Sparse Learning with an Application to fMRI Study
    12 years 11 hour ago
    Adaptive Multi-task Sparse Learning with an Application to fMRI Study
    Download  www.cs.cmu.edu
    In this paper, we consider the multi-task sparse learning problem under the assumption that the dimensionality diverges with the sample size. The traditional l1/l2 multi-task lass...
    Xi Chen, Jingrui He, Rick Lawrence, Jaime G. Carbo...
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    SDM
    2012
    SIAM
    278views Data Mining» more  SDM 2012»
    Legislative Prediction via Random Walks over a Heterogeneous Graph
    12 years 11 hour ago
    Legislative Prediction via Random Walks over a Heterogeneous Graph
    Download  www.ee.columbia.edu
    In this article, we propose a random walk-based model to predict legislators’ votes on a set of bills. In particular, we first convert roll call data, i.e. the recorded votes a...
    Jun Wang, Kush R. Varshney, Aleksandra Mojsilovic
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    SDM
    2012
    SIAM
    234views Data Mining» more  SDM 2012»
    Monitoring and Mining Insect Sounds in Visual Space
    12 years 11 hour ago
    Monitoring and Mining Insect Sounds in Visual Space
    Download  www.cs.ucr.edu
    Monitoring animals by the sounds they produce is an important and challenging task, whether the application is outdoors in a natural habitat, or in the controlled environment of a...
    Yuan Hao, Bilson J. L. Campana, Eamonn J. Keogh
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    SDM
    2012
    SIAM
    305views Data Mining» more  SDM 2012»
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    12 years 11 hour ago
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    Download  nlp.cs.qc.cuny.edu
    Objects linking with many other objects in an information network may imply various semantic relationships. Uncovering such knowledge is essential for role discovery, data cleanin...
    Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin...
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    SDM
    2012
    SIAM
    247views Data Mining» more  SDM 2012»
    Image Mining of Historical Manuscripts to Establish Provenance
    12 years 11 hour ago
    Image Mining of Historical Manuscripts to Establish Provenance
    Download  www.cs.ucr.edu
    he recent digitization of more than twenty million books has been led by initiatives from countries wishing to preserve their cultural heritage and by commercial endeavors, such a...
    Bing Hu, Thanawin Rakthanmanon, Bilson J. L. Campa...
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