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    AAAI
    2006
    148views Intelligent Agents» more  AAAI 2006»
    A Direct Evolutionary Feature Extraction Algorithm for Classifying High Dimensional Data
    13 years 9 months ago
    A Direct Evolutionary Feature Extraction Algorithm for Classifying High Dimensional Data
    Download  www.aaai.org
    Among various feature extraction algorithms, those based on genetic algorithms are promising owing to their potential parallelizability and possible applications in large scale an...
    Qijun Zhao, David Zhang, Hongtao Lu
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    ICMCS
    2005
    IEEE
    138views Multimedia» more  ICMCS 2005»
    Overcomplete ICA-based Manmade Scene Classification
    14 years 1 months ago
    Overcomplete ICA-based Manmade Scene Classification
    Download  www.cecs.uci.edu
    Principal Component Analysis (PCA) has been widely used to extract features for pattern recognition problems such as object recognition. Oliva and Torralba used “spatial envelop...
    Matthew Boutell, Jiebo Luo
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    AAAI
    2010
    154views Intelligent Agents» more  AAAI 2010»
    Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
    13 years 9 months ago
    Assisting Users with Clustering Tasks by Combining Metric Learning and Classification
    Download  research.microsoft.com
    Interactive clustering refers to situations in which a human labeler is willing to assist a learning algorithm in automatically clustering items. We present a related but somewhat...
    Sumit Basu, Danyel Fisher, Steven M. Drucker, Hao ...
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    ICDM
    2009
    IEEE
    207views Data Mining» more  ICDM 2009»
    Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
    13 years 5 months ago
    Spatially Adaptive Classification and Active Learning of Multispectral Data with Gaussian Processes
    Download  ideal.ece.utexas.edu
    Multispectral remote sensing images are widely used for automated land use and land cover classification tasks. Remotely sensed images usually cover large geographical areas, and s...
    Goo Jun, Ranga Raju Vatsavai, Joydeep Ghosh
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    PAMI
    2012
    225views Software Engineering» more  PAMI 2012»
    UBoost: Boosting with the Universum
    11 years 10 months ago
    UBoost: Boosting with the Universum
    Download  www.cs.jhu.edu
    —It has been shown that the Universum data, which do not belong to either class of the classification problem of interest, may contain useful prior domain knowledge for training...
    Chunhua Shen, Peng Wang, Fumin Shen, Hanzi Wang
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