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    NECO
    2006
    157views more  NECO 2006»
    Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression
    14 years 9 months ago
    Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression
    Download  www.ihe.nl
    The application of boosting technique to the regression problems has received relatively little attention in contrast to the research aimed at classification problems. This paper ...
    Durga L. Shrestha, Dimitri P. Solomatine
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    NPL
    2006
    130views more  NPL 2006»
    A Fast Feature-based Dimension Reduction Algorithm for Kernel Classifiers
    14 years 9 months ago
    A Fast Feature-based Dimension Reduction Algorithm for Kernel Classifiers
    Download  www.computing.edu.au
    This paper presents a novel dimension reduction algorithm for kernel based classification. In the feature space, the proposed algorithm maximizes the ratio of the squared between-c...
    Senjian An, Wanquan Liu, Svetha Venkatesh, Ronny T...
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    PRL
    2006
    121views more  PRL 2006»
    Information-preserving hybrid data reduction based on fuzzy-rough techniques
    14 years 9 months ago
    Information-preserving hybrid data reduction based on fuzzy-rough techniques
    Download  www.turbo.hit.edu.cn
    Data reduction plays an important role in machine learning and pattern recognition with a high-dimensional data. In real-world applications data usually exists with hybrid formats...
    Qinghua Hu, Daren Yu, Zongxia Xie
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    SIGIR
    2008
    ACM
    97views Information Technology» more  SIGIR 2008»
    Enhancing web search by promoting multiple search engine use
    14 years 9 months ago
    Enhancing web search by promoting multiple search engine use
    Download  research.microsoft.com
    Any given Web search engine may provide higher quality results than others for certain queries. Therefore, it is in users' best interest to utilize multiple search engines. I...
    Ryen W. White, Matthew Richardson, Mikhail Bilenko...
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    SIGMETRICS
    2008
    ACM
    109views Hardware» more  SIGMETRICS 2008»
    Automatic request categorization in internet services
    14 years 9 months ago
    Automatic request categorization in internet services
    Download  hotmetrics08.cs.umn.edu
    Modeling system performance and workload characteristics has become essential for efficiently provisioning Internet services and for accurately predicting future resource requirem...
    Abhishek Sharma, Ranjita Bhagwan, Monojit Choudhur...
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