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    SDM
    2007
    SIAM
    198views Data Mining» more  SDM 2007»
    Learning from Time-Changing Data with Adaptive Windowing
    14 years 11 months ago
    Learning from Time-Changing Data with Adaptive Windowing
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    We present a new approach for dealing with distribution change and concept drift when learning from data sequences that may vary with time. We use sliding windows whose size, inst...
    Albert Bifet, Ricard Gavaldà
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    SDM
    2007
    SIAM
    73views Data Mining» more  SDM 2007»
    Sketching Landscapes of Page Farms
    14 years 11 months ago
    Sketching Landscapes of Page Farms
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    The Web is a very large social network. It is important and interesting to understand the “ecology” of the Web: the general relations of Web pages to their environment. The un...
    Bin Zhou 0002, Jian Pei
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    SDM
    2007
    SIAM
    121views Data Mining» more  SDM 2007»
    Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus
    14 years 11 months ago
    Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus
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    We propose an unsupervised approach to learn associations between continuous-valued attributes from different modalities. These associations are used to construct a multi-modal t...
    Hichem Frigui, Joshua Caudill
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    SDM
    2007
    SIAM
    169views Data Mining» more  SDM 2007»
    Rank Aggregation for Similar Items
    14 years 11 months ago
    Rank Aggregation for Similar Items
    Download  www.eecs.tufts.edu
    The problem of combining the ranked preferences of many experts is an old and surprisingly deep problem that has gained renewed importance in many machine learning, data mining, a...
    D. Sculley
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    SDM
    2007
    SIAM
    176views Data Mining» more  SDM 2007»
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    14 years 11 months ago
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
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    We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
    Hichem Frigui, Cheul Hwang
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