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    SIGKDD
    2008
    150views more  SIGKDD 2008»
    Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
    13 years 7 months ago
    Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
    Download  www.sigkdd.org
    This paper presents our solution for KDD Cup 2008 competition that aims at optimizing the area under ROC for breast cancer detection. We exploited weighted-based classification me...
    Hung-Yi Lo, Chun-Min Chang, Tsung-Hsien Chiang, Ch...
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    IJCNN
    2007
    IEEE
    97views Neural Networks» more  IJCNN 2007»
    Large Scale Imbalanced Classification with Biased Minimax Probability Machine
    14 years 1 months ago
    Large Scale Imbalanced Classification with Biased Minimax Probability Machine
    Download  www.cse.cuhk.edu.hk
    Xiang Peng, Irwin King
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    CIKM
    2007
    Springer
    105views Information Technology» more  CIKM 2007»
    Learning on the border: active learning in imbalanced data classification
    14 years 1 months ago
    Learning on the border: active learning in imbalanced data classification
    Download  www.personal.psu.edu
    Seyda Ertekin, Jian Huang 0002, Léon Bottou...
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    IJCNN
    2006
    IEEE
    127views Neural Networks» more  IJCNN 2006»
    Efficient Classification of Multi-label and Imbalanced Data using Min-Max Modular Classifiers
    14 years 1 months ago
    Efficient Classification of Multi-label and Imbalanced Data using Min-Max Modular Classifiers
    Download  www.cs.ust.hk
    Ken Chen, Bao-Liang Lu, James T. Kwok
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    JCSC
    2010
    67views more  JCSC 2010»
    Weighted Neighborhood Classifier for the Classification of Imbalanced Tumor Dataset
    13 years 6 months ago
    Weighted Neighborhood Classifier for the Classification of Imbalanced Tumor Dataset
    Download  www.intelengine.cn
    Shulin Wang, Xueling Li, Jun-Feng Xia, Xiao-Ping Z...
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