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    IWCLS
    2007
    Springer
    129views Machine Learning» more  IWCLS 2007»
    Empirical Evaluation of Ensemble Techniques for a Pittsburgh Learning Classifier System
    14 years 5 months ago
    Empirical Evaluation of Ensemble Techniques for a Pittsburgh Learning Classifier System
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    Jaume Bacardit, Natalio Krasnogor
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    ICML
    2003
    IEEE
    108views Machine Learning» more  ICML 2003»
    Reinforcement Learning as Classification: Leveraging Modern Classifiers
    14 years 4 months ago
    Reinforcement Learning as Classification: Leveraging Modern Classifiers
    Download  www.cs.duke.edu
    Michail G. Lagoudakis, Ronald Parr
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    RSCTC
    2010
    Springer
    142views Fuzzy Logic» more  RSCTC 2010»
    Learning from Imbalanced Data in Presence of Noisy and Borderline Examples
    13 years 8 months ago
    Learning from Imbalanced Data in Presence of Noisy and Borderline Examples
    Download  sci2s.ugr.es
    In this paper we studied re-sampling methods for learning classifiers from imbalanced data. We carried out a series of experiments on artificial data sets to explore the impact of ...
    Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk
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    ICWSM
    2009
    97views Internet Technology» more  ICWSM 2009»
    Regression-Based Summarization of Email Conversations
    13 years 8 months ago
    Regression-Based Summarization of Email Conversations
    Download  people.cs.ubc.ca
    In this paper we present a regression-based machine learning approach to email thread summarization. The regression model is able to take advantage of multiple gold-standard annot...
    Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Ray...
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    ICML
    2008
    IEEE
    112views Machine Learning» more  ICML 2008»
    On the chance accuracies of large collections of classifiers
    14 years 11 months ago
    On the chance accuracies of large collections of classifiers
    Download  www.ri.cmu.edu
    Mark Palatucci, Andrew Carlson
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