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    Identifying Information-Rich Subspace Trends in High-Dimensional Data.
    15 years 6 months ago
    Identifying Information-Rich Subspace Trends in High-Dimensional Data.
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    Identifying information-rich subsets in high-dimensional spaces and representing them as order revealing patterns (or trends) is an important and challenging research problem in m...
    Chandan K. Reddy, Snehal Pokharkar
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    SDM
    2009
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    118views Data Mining» more  SDM 2009»
    Finding Links and Initiators: A Graph-Reconstruction Problem.
    15 years 6 months ago
    Finding Links and Initiators: A Graph-Reconstruction Problem.
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    Consider a 0–1 observation matrix M, where rows correspond to entities and columns correspond to signals; a value of 1 (or 0) in cell (i, j) of M indicates that signal j has bee...
    Evimaria Terzi, Heikki Mannila
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    SDM
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    SIAM
    154views Data Mining» more  SDM 2009»
    AMORI: A Metric-Based One Rule Inducer.
    15 years 6 months ago
    AMORI: A Metric-Based One Rule Inducer.
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    The requirements of real-world data mining problems vary extensively. It is plausible to assume that some of these requirements can be expressed as application-specific performan...
    Niklas Lavesson, Paul Davidsson
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    Measuring Discrimination in Socially-Sensitive Decision Records.
    15 years 6 months ago
    Measuring Discrimination in Socially-Sensitive Decision Records.
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    Discrimination in social sense (e.g., against minorities and disadvantaged groups) is the subject of many laws worldwide, and it has been extensively studied in the social and eco...
    Dino Pedreschi, Franco Turini, Salvatore Ruggieri
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    SDM
    2009
    SIAM
    144views Data Mining» more  SDM 2009»
    CORE: Nonparametric Clustering of Large Numeric Databases.
    15 years 6 months ago
    CORE: Nonparametric Clustering of Large Numeric Databases.
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    Current clustering techniques are able to identify arbitrarily shaped clusters in the presence of noise, but depend on carefully chosen model parameters. The choice of model param...
    Andrej Taliun, Arturas Mazeika, Michael H. Bö...
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