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    ICCV
    2011
    IEEE
    226views Computer Vision» more  ICCV 2011»
    Informative Feature Selection for Object Recognition via Sparse PCA
    12 years 9 months ago
    Informative Feature Selection for Object Recognition via Sparse PCA
    Download  www.eecs.berkeley.edu
    Bag-of-words (BoW) methods are a popular class of object recognition methods that use image features (e.g., SIFT) to form visual dictionaries and subsequent histogram vectors to r...
    Nikhil Naikal, Allen Y. Yang, S. Shankar Sastry
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    BMCBI
    2007
    173views more  BMCBI 2007»
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
    13 years 8 months ago
    Recursive Cluster Elimination (RCE) for classification and feature selection from gene expression data
    Download  www.biomedcentral.com
    Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
    Malik Yousef, Segun Jung, Louise C. Showe, Michael...
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    IJON
    2006
    99views more  IJON 2006»
    Feature selection in independent component subspace for microarray data classification
    13 years 8 months ago
    Feature selection in independent component subspace for microarray data classification
    Download  www.intelengine.cn
    A novel method for microarray data classification is proposed in this letter. In this scheme, the sequential floating forward selection (SFFS) technique is used to select the inde...
    Chun-Hou Zheng, De-Shuang Huang, Li Shang
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    PRL
    2006
    79views more  PRL 2006»
    Multi-class feature selection for texture classification
    13 years 8 months ago
    Multi-class feature selection for texture classification
    Download  www.ittc.ku.edu
    In this paper, a multi-class feature selection scheme based on recursive feature elimination (RFE) is proposed for texture classifications. The feature selection scheme is perform...
    Xue-wen Chen, Xiang-Yan Zeng, Deborah van Alphen
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    AIA
    2007
    236views Artificial Intelligence» more  AIA 2007»
    A stability index for feature selection
    13 years 10 months ago
    A stability index for feature selection
    Download  www.cs.manchester.ac.uk
    Sequential forward selection (SFS) is one of the most widely used feature selection procedures. It starts with an empty set and adds one feature at each step. The estimate of the ...
    Ludmila I. Kuncheva
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