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    BMCBI
    2005
    103views more  BMCBI 2005»
    Many accurate small-discriminatory feature subsets exist in microarray transcript data: biomarker discovery
    13 years 9 months ago
    Many accurate small-discriminatory feature subsets exist in microarray transcript data: biomarker discovery
    Download  www.biomedcentral.com
    Background: Molecular profiling generates abundance measurements for thousands of gene transcripts in biological samples such as normal and tumor tissues (data points). Given such...
    Leslie Grate
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    ICDM
    2010
    IEEE
    264views Data Mining» more  ICDM 2010»
    Block-GP: Scalable Gaussian Process Regression for Multimodal Data
    13 years 7 months ago
    Block-GP: Scalable Gaussian Process Regression for Multimodal Data
    Download  www.csee.umbc.edu
    Regression problems on massive data sets are ubiquitous in many application domains including the Internet, earth and space sciences, and finances. In many cases, regression algori...
    Kamalika Das, Ashok N. Srivastava
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    KDD
    2003
    ACM
    161views Data Mining» more  KDD 2003»
    Eliminating noisy information in Web pages for data mining
    14 years 10 months ago
    Eliminating noisy information in Web pages for data mining
    Download  www.cs.uic.edu
    A commercial Web page typically contains many information blocks. Apart from the main content blocks, it usually has such blocks as navigation panels, copyright and privacy notice...
    Lan Yi, Bing Liu, Xiaoli Li
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    BMCBI
    2008
    132views more  BMCBI 2008»
    Computational cluster validation for microarray data analysis: experimental assessment of Clest, Consensus Clustering, Figure of
    13 years 9 months ago
    Computational cluster validation for microarray data analysis: experimental assessment of Clest, Consensus Clustering, Figure of
    Download  www.biomedcentral.com
    Background: Inferring cluster structure in microarray datasets is a fundamental task for the so-called -omic sciences. It is also a fundamental question in Statistics, Data Analys...
    Raffaele Giancarlo, Davide Scaturro, Filippo Utro
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    SIAMSC
    2008
    131views more  SIAMSC 2008»
    Gramian-Based Model Reduction for Data-Sparse Systems
    13 years 9 months ago
    Gramian-Based Model Reduction for Data-Sparse Systems
    Download  www-user.tu-chemnitz.de
    Model order reduction (MOR) is common in simulation, control and optimization of complex dynamical systems arising in modeling of physical processes and in the spatial discretizati...
    Ulrike Baur, Peter Benner
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