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    KDD
    1999
    ACM
    184views Data Mining» more  KDD 1999»
    Mining Optimized Gain Rules for Numeric Attributes
    13 years 12 months ago
    Mining Optimized Gain Rules for Numeric Attributes
    Download  gkmc.utah.edu
    —Association rules are useful for determining correlations between attributes of a relation and have applications in the marketing, financial, and retail sectors. Furthermore, op...
    Sergey Brin, Rajeev Rastogi, Kyuseok Shim
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    TCSV
    2008
    150views more  TCSV 2008»
    Mining Recurring Events Through Forest Growing
    13 years 7 months ago
    Mining Recurring Events Through Forest Growing
    Download  users.eecs.northwestern.edu
    Recurring events are short temporal patterns that consist of multiple instances in the target database. Without any a priori knowledge of the recurring events, in terms of their le...
    Junsong Yuan, Jingjing Meng, Ying Wu, Jiebo Luo
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    BMCBI
    2008
    121views more  BMCBI 2008»
    Stability of gene contributions and identification of outliers in multivariate analysis of microarray data
    13 years 7 months ago
    Stability of gene contributions and identification of outliers in multivariate analysis of microarray data
    Download  www.biomedcentral.com
    Background: Multivariate ordination methods are powerful tools for the exploration of complex data structures present in microarray data. These methods have several advantages com...
    Florent Baty, Daniel Jaeger, Frank Preiswerk, Mart...
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    BMCBI
    2007
    138views more  BMCBI 2007»
    A novel Bayesian approach to quantify clinical variables and to determine their spectroscopic counterparts in 1H NMR metabonomic
    13 years 7 months ago
    A novel Bayesian approach to quantify clinical variables and to determine their spectroscopic counterparts in 1H NMR metabonomic
    Download  www.biomedcentral.com
    Background: A key challenge in metabonomics is to uncover quantitative associations between multidimensional spectroscopic data and biochemical measures used for disease risk asse...
    Aki Vehtari, Ville-Petteri Mäkinen, Pasi Soin...
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    KDD
    2007
    ACM
    177views Data Mining» more  KDD 2007»
    Mining optimal decision trees from itemset lattices
    14 years 8 months ago
    Mining optimal decision trees from itemset lattices
    Download  delivery.acm.org
    We present DL8, an exact algorithm for finding a decision tree that optimizes a ranking function under size, depth, accuracy and leaf constraints. Because the discovery of optimal...
    Élisa Fromont, Siegfried Nijssen
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