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    SDM
    2010
    SIAM
    184views Data Mining» more  SDM 2010»
    A Robust Decision Tree Algorithm for Imbalanced Data Sets
    13 years 9 months ago
    A Robust Decision Tree Algorithm for Imbalanced Data Sets
    Download  www.nd.edu
    We propose a new decision tree algorithm, Class Confidence Proportion Decision Tree (CCPDT), which is robust and insensitive to class distribution and generates rules which are st...
    Wei Liu, Sanjay Chawla, David A. Cieslak, Nitesh V...
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    SDM
    2010
    SIAM
    218views Data Mining» more  SDM 2010»
    Confidence-Based Feature Acquisition to Minimize Training and Test Costs
    13 years 9 months ago
    Confidence-Based Feature Acquisition to Minimize Training and Test Costs
    Download  maple.cs.umbc.edu
    We present Confidence-based Feature Acquisition (CFA), a novel supervised learning method for acquiring missing feature values when there is missing data at both training and test...
    Marie desJardins, James MacGlashan, Kiri L. Wagsta...
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    ICMLA
    2008
    99views Machine Learning» more  ICMLA 2008»
    Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy
    13 years 9 months ago
    Towards On-line Treatment Verification Using cine EPID for Hypofractionated Lung Radiotherapy
    Download  www.cis.pku.edu.cn
    We propose a novel approach for on-line treatment verification using cine EPID (Electronic Portal Imaging Device) images for hypofractionated lung radiotherapy based on a machine ...
    Xiaoli Tang, Tong Lin, Steve B. Jiang
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    ICONIP
    2008
    108views Information Technology» more  ICONIP 2008»
    A Novel Approach for Hardware Based Sound Classification
    13 years 9 months ago
    A Novel Approach for Hardware Based Sound Classification
    Download  www.mauriciokugler.com
    Several applications would emerge from the development of efficient and robust sound classification systems able to identify the nature of non-speech sound sources. This paper prop...
    Mauricio Kugler, Victor Alberto Parcianello Benso,...
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    ICVGIP
    2008
    213views Computer Vision» more  ICVGIP 2008»
    Automated Flower Classification over a Large Number of Classes
    13 years 9 months ago
    Automated Flower Classification over a Large Number of Classes
    Download  eprints.pascal-network.org
    We investigate to what extent combinations of features can improve classification performance on a large dataset of similar classes. To this end we introduce a 103 class flower da...
    Maria-Elena Nilsback, Andrew Zisserman
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