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    » Robustness Analysis of the Neural Gas Learning Algorithm
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    ML
    2006
    ACM
    163views Machine Learning» more  ML 2006»
    Extremely randomized trees
    13 years 8 months ago
    Extremely randomized trees
    Download  www.montefiore.ulg.ac.be
    Abstract This paper proposes a new tree-based ensemble method for supervised classification and regression problems. It essentially consists of randomizing strongly both attribute ...
    Pierre Geurts, Damien Ernst, Louis Wehenkel
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    EOR
    2007
    165views more  EOR 2007»
    Adaptive credit scoring with kernel learning methods
    13 years 8 months ago
    Adaptive credit scoring with kernel learning methods
    Download  www.crc.man.ed.ac.uk
    Credit scoring is a method of modelling potential risk of credit applications. Traditionally, logistic regression, linear regression and discriminant analysis are the most popular...
    Yingxu Yang
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    BMCBI
    2007
    133views more  BMCBI 2007»
    Semi-supervised learning for the identification of syn-expressed genes from fused microarray and in situ image data
    13 years 8 months ago
    Semi-supervised learning for the identification of syn-expressed genes from fused microarray and in situ image data
    Download  www.biomedcentral.com
    Background: Gene expression measurements during the development of the fly Drosophila melanogaster are routinely used to find functional modules of temporally co-expressed genes. ...
    Ivan G. Costa, Roland Krause, Lennart Opitz, Alexa...
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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 10 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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    WWW
    2010
    ACM
    234views Internet Technology» more  WWW 2010»
    A pattern tree-based approach to learning URL normalization rules
    14 years 3 months ago
    A pattern tree-based approach to learning URL normalization rules
    Download  research.microsoft.com
    Duplicate URLs have brought serious troubles to the whole pipeline of a search engine, from crawling, indexing, to result serving. URL normalization is to transform duplicate URLs...
    Tao Lei, Rui Cai, Jiang-Ming Yang, Yan Ke, Xiaodon...
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