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    COLT
    2005
    Springer
    109views Machine Learning» more  COLT 2005»
    Data Dependent Concentration Bounds for Sequential Prediction Algorithms
    13 years 9 months ago
    Data Dependent Concentration Bounds for Sequential Prediction Algorithms
    Download  stat.rutgers.edu
    Abstract. We investigate the generalization behavior of sequential prediction (online) algorithms, when data are generated from a probability distribution. Using some newly develop...
    Tong Zhang
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    ICML
    1999
    IEEE
    210views Machine Learning» more  ICML 1999»
    Lazy Bayesian Rules: A Lazy Semi-Naive Bayesian Learning Technique Competitive to Boosting Decision Trees
    14 years 8 months ago
    Lazy Bayesian Rules: A Lazy Semi-Naive Bayesian Learning Technique Competitive to Boosting Decision Trees
    Download  www.csse.monash.edu.au
    Lbr is a lazy semi-naive Bayesian classi er learning technique, designed to alleviate the attribute interdependence problem of naive Bayesian classi cation. To classify a test exa...
    Zijian Zheng, Geoffrey I. Webb, Kai Ming Ting
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    HIS
    2004
    169views Information Technology» more  HIS 2004»
    An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization
    13 years 9 months ago
    An Empirical Performance Comparison of Machine Learning Methods for Spam E-Mail Categorization
    Download  www.cis.uab.edu
    The increasing volume of unsolicited bulk e-mail (also known as spam) has generated a need for reliable anti-spam filters. Using a classifier based on machine learning techniques ...
    Chih-Chin Lai, Ming-Chi Tsai
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    ACL
    2004
    116views Computational Linguistics» more  ACL 2004»
    Learning to Resolve Bridging References
    13 years 9 months ago
    Learning to Resolve Bridging References
    Download  acl.ldc.upenn.edu
    We use machine learning techniques to find the best combination of local focus and lexical distance features for identifying the anchor of mereological bridging references. We fin...
    Massimo Poesio, Rahul Mehta, Axel Maroudas, Janet ...
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    HICSS
    2009
    IEEE
    129views Biometrics» more  HICSS 2009»
    Using Collaborative Filtering Algorithms as eLearning Tools
    14 years 2 months ago
    Using Collaborative Filtering Algorithms as eLearning Tools
    Download  cscw.in.tu-clausthal.de
    Collaborative information filtering techniques play a key role in many Web 2.0 applications. While they are currently mainly used for business purposes such as product recommendat...
    Frank Loll, Niels Pinkwart
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