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    ESANN
    2008
    125views Neural Networks» more  ESANN 2008»
    Methodology and standards for data analysis with machine learning tools
    13 years 6 months ago
    Methodology and standards for data analysis with machine learning tools
    Download  www.dice.ucl.ac.be
    Many tools for data mining are complex and require skills and experience to be used successfully. Therefore, data mining is often considered an art as much as science. This paper p...
    Damien François
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    ECTEL
    2006
    Springer
    166views Machine Learning» more  ECTEL 2006»
    From the Analysis of Community Activity to the Appropriation of New Tools. A Methodological Approach for the Development of Info
    13 years 8 months ago
    From the Analysis of Community Activity to the Appropriation of New Tools. A Methodological Approach for the Development of Info
    Download  sunsite.informatik.rwth-aachen.de
    More and more CoPs have chosen virtual environments and services to support their activities. However, recent research has underlined several problems: the lack of adequate scaffol...
    Bernadette Charlier, France Henri, Amaury Daele, M...
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    ICML
    1998
    IEEE
    138views Machine Learning» more  ICML 1998»
    The Case against Accuracy Estimation for Comparing Induction Algorithms
    14 years 5 months ago
    The Case against Accuracy Estimation for Comparing Induction Algorithms
    Download  pages.cs.wisc.edu
    We analyze critically the use of classi cation accuracy to compare classi ers on natural data sets, providing a thorough investigation using ROC analysis, standard machine learnin...
    Foster J. Provost, Tom Fawcett, Ron Kohavi
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    MASCOTS
    2007
    134views Modeling And Simulation» more  MASCOTS 2007»
    PerfCenter: A Methodology and Tool for Performance Analysis of Application Hosting Centers
    13 years 6 months ago
    PerfCenter: A Methodology and Tool for Performance Analysis of Application Hosting Centers
    Download  www.cse.iitb.ac.in
    — We present a tool, PerfCenter, that takes as input the deployment, configuration, message flow and workload details of the hardware and software servers in an application hos...
    Rukma Prabhu Verlekar, Varsha Apte, Prakhar Goyal,...
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    BMCBI
    2008
    107views more  BMCBI 2008»
    A machine learning approach to explore the spectra intensity pattern of peptides using tandem mass spectrometry data
    13 years 4 months ago
    A machine learning approach to explore the spectra intensity pattern of peptides using tandem mass spectrometry data
    Download  www.biomedcentral.com
    Background: A better understanding of the mechanisms involved in gas-phase fragmentation of peptides is essential for the development of more reliable algorithms for high-throughp...
    Cong Zhou, Lucas D. Bowler, Jianfeng Feng
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