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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 7 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
    234views Data Mining» more  SDM 2012»
    On Evaluation of Outlier Rankings and Outlier Scores
    11 years 7 months 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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    SDM
    2012
    SIAM
    281views Data Mining» more  SDM 2012»
    Contextual Collaborative Filtering via Hierarchical Matrix Factorization
    11 years 7 months ago
    Contextual Collaborative Filtering via Hierarchical Matrix Factorization
    Download  www.cse.ust.hk
    Matrix factorization (MF) has been demonstrated to be one of the most competitive techniques for collaborative filtering. However, state-of-the-art MFs do not consider contextual...
    ErHeng Zhong, Wei Fan, Qiang Yang
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    SDM
    2012
    SIAM
    282views Data Mining» more  SDM 2012»
    Citation Prediction in Heterogeneous Bibliographic Networks
    11 years 7 months 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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    SDM
    2012
    SIAM
    220views Data Mining» more  SDM 2012»
    Transfer Topic Modeling with Ease and Scalability
    11 years 7 months ago
    Transfer Topic Modeling with Ease and Scalability
    Download  www-bcf.usc.edu
    Jeon-Hyung Kang, Jun Ma, Yang Liu
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    SDM
    2012
    SIAM
    234views Data Mining» more  SDM 2012»
    Monitoring and Mining Insect Sounds in Visual Space
    11 years 7 months 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
    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
    247views Data Mining» more  SDM 2012»
    Image Mining of Historical Manuscripts to Establish Provenance
    11 years 7 months 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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    SDM
    2012
    SIAM
    305views Data Mining» more  SDM 2012»
    Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links
    11 years 7 months 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
    224views Data Mining» more  SDM 2012»
    Nearest-Neighbor Search on a Time Budget via Max-Margin Trees
    11 years 7 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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