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    » Unsupervised feature selection using a neuro-fuzzy approach
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    KDD
    2012
    ACM
    187views Data Mining» more  KDD 2012»
    Unsupervised feature selection for linked social media data
    12 years 12 months ago
    Unsupervised feature selection for linked social media data
    Download  www.public.asu.edu
    The prevalent use of social media produces mountains of unlabeled, high-dimensional data. Feature selection has been shown effective in dealing with high-dimensional data for eï¬...
    Jiliang Tang, Huan Liu
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    SEBD
    2008
    177views Database» more  SEBD 2008»
    Using PageRank in Feature Selection
    14 years 11 months ago
    Using PageRank in Feature Selection
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    Abstract. Feature selection is an important task in data mining because it allows to reduce the data dimensionality and eliminates the noisy variables. Traditionally, feature selec...
    Dino Ienco, Rosa Meo, Marco Botta
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    IDA
    2002
    Springer
    87views Information Technology» more  IDA 2002»
    Evolutionary model selection in unsupervised learning
    14 years 9 months ago
    Evolutionary model selection in unsupervised learning
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    Feature subset selection is important not only for the insight gained from determining relevant modeling variables but also for the improved understandability, scalability, and pos...
    YongSeog Kim, W. Nick Street, Filippo Menczer
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    ICCV
    2003
    IEEE
    131views Computer Vision» more  ICCV 2003»
    Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach
    15 years 11 months ago
    Feature Selection for Unsupervised and Supervised Inference: the Emergence of Sparsity in a Weighted-based Approach
    Download  www.cs.huji.ac.il
    The problem of selecting a subset of relevant features in a potentially overwhelming quantity of data is classic and found in many branches of science. Examples in computer vision...
    Lior Wolf, Amnon Shashua
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    CIBB
    2008
    81views Artificial Intelligence» more  CIBB 2008»
    A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection
    14 years 11 months ago
    A Machine Learning Approach to Mass Spectra Classification with Unsupervised Feature Selection
    Download  medeaserver.isa.cnr.it
    Michele Ceccarelli, Antonio d'Acierno, Angelo Facc...
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