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    ML
    2008
    ACM
    222views Machine Learning» more  ML 2008»
    Boosted Bayesian network classifiers
    15 years 2 months ago
    Boosted Bayesian network classifiers
    Download  www.cs.rutgers.edu
    The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
    Yushi Jing, Vladimir Pavlovic, James M. Rehg
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    104
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    JMLR
    2010
    117views more  JMLR 2010»
    Bayesian Online Learning for Multi-label and Multi-variate Performance Measures
    14 years 9 months ago
    Bayesian Online Learning for Multi-label and Multi-variate Performance Measures
    Download  jmlr.csail.mit.edu
    Many real world applications employ multivariate performance measures and each example can belong to multiple classes. The currently most popular approaches train an SVM for each ...
    Xinhua Zhang, Thore Graepel, Ralf Herbrich
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    136
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    PAMI
    1998
    134views more  PAMI 1998»
    A Bayesian Framework for Deformable Pattern Recognition With Application to Handwritten Character Recognition
    15 years 2 months ago
    A Bayesian Framework for Deformable Pattern Recognition With Application to Handwritten Character Recognition
    Download  www.cs.ust.hk
    —Deformable models have recently been proposed for many pattern recognition applications due to their ability to handle large shape variations.These proposed approaches represent...
    Kwok-Wai Cheung, Dit-Yan Yeung, Roland T. Chin
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    96
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    CDC
    2010
    IEEE
    94views Control Systems» more  CDC 2010»
    Cost-aware Bayesian sequential decision-making for domain search and object classification
    14 years 9 months ago
    Cost-aware Bayesian sequential decision-making for domain search and object classification
    Download  spinlab.wpi.edu
    This paper focuses on the development of a cost-aware Bayesian sequential decision-making strategy for the search and classification of multiple unknown objects over a given domain...
    Yue Wang, Islam I. Hussein, Donald R. Brown, Richa...
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    103
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    IMDS
    2006
    33views more  IMDS 2006»
    Operations strategy and flexibility: modeling with Bayesian classifiers
    15 years 2 months ago
    Operations strategy and flexibility: modeling with Bayesian classifiers
    Download  hera.ugr.es
    Purpose
    María M. Abad-Grau, Daniel Arias-Aranda
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