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    BMCBI
    2006
    126views more  BMCBI 2006»
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    13 years 9 months ago
    Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
    Download  www.biomedcentral.com
    Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
    Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
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    ESANN
    2006
    262views Neural Networks» more  ESANN 2006»
    Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
    13 years 10 months ago
    Random Forests Feature Selection with K-PLS: Detecting Ischemia from Magnetocardiograms
    Download  www.dice.ucl.ac.be
    Random Forests were introduced by Breiman for feature (variable) selection and improved predictions for decision tree models. The resulting model is often superior to AdaBoost and ...
    Long Han, Mark J. Embrechts, Boleslaw K. Szymanski...
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    BIOINFORMATICS
    2006
    92views more  BIOINFORMATICS 2006»
    What should be expected from feature selection in small-sample settings
    13 years 9 months ago
    What should be expected from feature selection in small-sample settings
    Download  gsp.tamu.edu
    Motivation: High-throughput technologies for rapid measurement of vast numbers of biological variables offer the potential for highly discriminatory diagnosis and prognosis; howev...
    Chao Sima, Edward R. Dougherty
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    JCDL
    2010
    ACM
    163views Education» more  JCDL 2010»
    Flexible access to photo libraries via time, place, tags, and visual features
    14 years 1 months ago
    Flexible access to photo libraries via time, place, tags, and visual features
    Download  www.fxpal.com
    Photo libraries are growing in quantity and size, requiring better support for locating desired photographs. MediaGLOW is an interactive visual workspace designed to address this ...
    Andreas Girgensohn, Frank Shipman, Thea Turner, Ly...
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    JBI
    2007
    148views Bioinformatics» more  JBI 2007»
    A method for linking computed image features to histological semantics in neuropathology
    13 years 8 months ago
    A method for linking computed image features to histological semantics in neuropathology
    Download  ani.www.techfak.uni-bielefeld.de
    In medical image analysis, the image content is often represented by computed features that need to be interpreted at a clinical level of understanding to support lopment of clini...
    Birgit Lessmann, Tim W. Nattkemper, V. H. Hans, An...
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