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    SDM
    2007
    SIAM
    107views Data Mining» more  SDM 2007»
    On Demand Phenotype Ranking through Subspace Clustering
    15 years 6 months ago
    On Demand Phenotype Ranking through Subspace Clustering
    Download  siam.org
    High throughput biotechnologies have enabled scientists to collect a large number of genetic and phenotypic attributes for a large collection of samples. Computational methods are...
    Xiang Zhang, Wei Wang 0010, Jun Huan
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    KDD
    2004
    ACM
    139views Data Mining» more  KDD 2004»
    Learning a complex metabolomic dataset using random forests and support vector machines
    16 years 5 months ago
    Learning a complex metabolomic dataset using random forests and support vector machines
    Download  math.uc.edu
    Metabolomics is the omics science of biochemistry. The associated data include the quantitative measurements of all small molecule metabolites in a biological sample. These datase...
    Young Truong, Xiaodong Lin, Chris Beecher
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    KDD
    2003
    ACM
    175views Data Mining» more  KDD 2003»
    Time and sample efficient discovery of Markov blankets and direct causal relations
    16 years 5 months ago
    Time and sample efficient discovery of Markov blankets and direct causal relations
    Download  www.dsl-lab.org
    Data Mining with Bayesian Network learning has two important characteristics: under broad conditions learned edges between variables correspond to causal influences, and second, f...
    Ioannis Tsamardinos, Constantin F. Aliferis, Alexa...
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    SISAP
    2008
    IEEE
    188views Data Mining» more  SISAP 2008»
    High-Dimensional Similarity Retrieval Using Dimensional Choice
    15 years 11 months ago
    High-Dimensional Similarity Retrieval Using Dimensional Choice
    Download  www.cs.umd.edu
    There are several pieces of information that can be utilized in order to improve the efficiency of similarity searches on high-dimensional data. The most commonly used information...
    Dave Tahmoush, Hanan Samet
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    SDM
    2004
    SIAM
    242views Data Mining» more  SDM 2004»
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    15 years 6 months ago
    Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
    Download  www.cis.syr.edu
    Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
    Wenliang Du, Yunghsiang S. Han, Shigang Chen
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