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    ARTMED
    2004
    74views more  ARTMED 2004»
    Latent variable discovery in classification models
    13 years 10 months ago
    Latent variable discovery in classification models
    Download  repository.ust.hk
    The naive Bayes model makes the often unrealistic assumption that the feature variables are mutually independent given the class variable. We interpret a violation of this assumpt...
    Nevin Lianwen Zhang, Thomas D. Nielsen, Finn Verne...
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    ESANN
    2004
    123views Neural Networks» more  ESANN 2004»
    Flexible and Robust Bayesian Classification by Finite Mixture Models
    13 years 11 months ago
    Flexible and Robust Bayesian Classification by Finite Mixture Models
    Download  www.dice.ucl.ac.be
    Abstract. The regularized Mahalanobis distance is proposed in the framework of finite mixture models to avoid commonly faced numerical difficulties encountered with EM. Its princip...
    Cédric Archambeau, Frédéric V...
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    BILDMED
    2009
    153views Algorithms» more  BILDMED 2009»
    Automatic Classification of Embryonic Fruit Fly Gene Expression Patterns
    13 years 11 months ago
    Automatic Classification of Embryonic Fruit Fly Gene Expression Patterns
    Download  sunsite.informatik.rwth-aachen.de
    Abstract. Carefully studied in-situ hybridization Gene expression patterns (GEP) can provide a first glance at possible relationships among genes. Automatic comparative analysis to...
    Andreas Heffel, Sonja J. Prohaska, Peter F. Stadle...
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    ESANN
    2006
    182views Neural Networks» more  ESANN 2006»
    Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM)
    13 years 11 months ago
    Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM)
    Download  www.see.ed.ac.uk
    A probabilistic, ``neural'' approach to sensor modelling and classification is described, performing local data fusion in a wireless system for embedded sensors using a ...
    Tong Boon Tang, Alan F. Murray
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    ACL
    2007
    110views Computational Linguistics» more  ACL 2007»
    A Feature Based Approach to Leveraging Context for Classifying Newsgroup Style Discussion Segments
    13 years 11 months ago
    A Feature Based Approach to Leveraging Context for Classifying Newsgroup Style Discussion Segments
    Download  www.cs.cmu.edu
    On a multi-dimensional text categorization task, we compare the effectiveness of a feature based approach with the use of a stateof-the-art sequential learning technique that has ...
    Yi-Chia Wang, Mahesh Joshi, Carolyn Penstein Ros&e...
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