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    SDM
    2009
    SIAM
    217views Data Mining» more  SDM 2009»
    A Framework for Exploring Categorical Data.
    15 years 6 months ago
    A Framework for Exploring Categorical Data.
    Download  www.siam.org
    In this paper, we present a framework for categorical data analysis which allows such data sets to be explored using a rich set of techniques that are only applicable to continuou...
    Shyam Boriah, Varun Chandola, Vipin Kumar
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    SDM
    2009
    SIAM
    202views Data Mining» more  SDM 2009»
    Proximity-Based Anomaly Detection Using Sparse Structure Learning.
    15 years 6 months ago
    Proximity-Based Anomaly Detection Using Sparse Structure Learning.
    Download  www.research.ibm.com
    We consider the task of performing anomaly detection in highly noisy multivariate data. In many applications involving real-valued time-series data, such as physical sensor data a...
    Tsuyoshi Idé, Aurelie C. Lozano, Naoki Abe,...
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    SDM
    2009
    SIAM
    185views Data Mining» more  SDM 2009»
    Understanding Importance of Collaborations in Co-authorship Networks: A Supportiveness Analysis Approach.
    15 years 6 months ago
    Understanding Importance of Collaborations in Co-authorship Networks: A Supportiveness Analysis Approach.
    Download  www.cs.sfu.ca
    Co-authorship networks, an important type of social networks, have been studied extensively from various angles such as degree distribution analysis, social community extraction a...
    Bin Zhou 0002, Jian Pei, Yan Jia, Yi Han
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    SDM
    2009
    SIAM
    180views Data Mining» more  SDM 2009»
    Structure and Dynamics of Research Collaboration in Computer Science.
    15 years 6 months ago
    Structure and Dynamics of Research Collaboration in Computer Science.
    Download  macbeth.cs.ucdavis.edu
    Complex systems exhibit emergent patterns of behavior at different levels of organization. Powerful network analysis methods, developed in physics and social sciences, have been s...
    Andre Nash, Christian Bird, Earl T. Barr, Premkuma...
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    SDM
    2009
    SIAM
    144views Data Mining» more  SDM 2009»
    On Segment-Based Stream Modeling and Its Applications.
    15 years 6 months ago
    On Segment-Based Stream Modeling and Its Applications.
    Download  www.siam.org
    The primary constraint in the effective mining of data streams is the large volume of data which must be processed in real time. In many cases, it is desirable to store a summary...
    Charu C. Aggarwal
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