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    SDM
    2009
    SIAM
    225views Data Mining» more  SDM 2009»
    Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations.
    14 years 4 months ago
    Integrated KL (K-means - Laplacian) Clustering: A New Clustering Approach by Combining Attribute Data and Pairwise Relations.
    Download  siam.org
    Most datasets in real applications come in from multiple sources. As a result, we often have attributes information about data objects and various pairwise relations (similarity) ...
    Fei Wang, Chris H. Q. Ding, Tao Li
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    ML
    2006
    ACM
    110views Machine Learning» more  ML 2006»
    Distribution-based aggregation for relational learning with identifier attributes
    13 years 7 months ago
    Distribution-based aggregation for relational learning with identifier attributes
    Download  pages.stern.nyu.edu
    Abstract Identifier attributes--very high-dimensional categorical attributes such as particular product ids or people's names--rarely are incorporated in statistical modeling....
    Claudia Perlich, Foster J. Provost
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    TCSV
    2008
    202views more  TCSV 2008»
    Probabilistic Object Tracking With Dynamic Attributed Relational Feature Graph
    13 years 7 months ago
    Probabilistic Object Tracking With Dynamic Attributed Relational Feature Graph
    Download  users.soe.ucsc.edu
    Object tracking is one of the fundamental problems in computer vision and has received considerable attention in the past two decades. The success of a tracking algorithm relies on...
    Feng Tang, Hai Tao
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    EDBT
    2009
    ACM
    102views Database» more  EDBT 2009»
    On keys, foreign keys and nullable attributes in relational mapping systems
    14 years 2 months ago
    On keys, foreign keys and nullable attributes in relational mapping systems
    Download  www.dia.uniroma3.it
    We consider the following scenario for a mapping system: given a source schema, a target schema, and a set of value correspondences between these two schemas, generate an executab...
    Luca Cabibbo
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    SIGMOD
    2011
    ACM
    270views Database» more  SIGMOD 2011»
    Automatic discovery of attributes in relational databases
    12 years 10 months ago
    Automatic discovery of attributes in relational databases
    Download  www.comp.nus.edu.sg
    In this work we design algorithms for clustering relational columns into attributes, i.e., for identifying strong relationships between columns based on the common properties and ...
    Meihui Zhang, Marios Hadjieleftheriou, Beng Chin O...
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