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    BMCBI
    2011
    273views Artificial Intelligence» more  BMCBI 2011»
    Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
    12 years 9 months ago
    Learning sparse models for a dynamic Bayesian network classifier of protein secondary structure
    Download  www.biomedcentral.com
    Background: Protein secondary structure prediction provides insight into protein function and is a valuable preliminary step for predicting the 3D structure of a protein. Dynamic ...
    Zafer Aydin, Ajit Singh, Jeff Bilmes, William Staf...
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    ICASSP
    2011
    IEEE
    247views Signal Processing» more  ICASSP 2011»
    Maximum margin structure learning of Bayesian network classifiers
    12 years 9 months ago
    Maximum margin structure learning of Bayesian network classifiers
    Download  mirlab.org
    Recently, the margin criterion has been successfully used for parameter optimization in graphical models. We introduce maximum margin based structure learning for Bayesian network...
    Franz Pernkop, Michael Wohlmay, Manfred Mücke
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    JVCIR
    2010
    147views more  JVCIR 2010»
    Modeling, classifying and annotating weakly annotated images using Bayesian network
    13 years 4 months ago
    Modeling, classifying and annotating weakly annotated images using Bayesian network
    Download  www.cvc.uab.es
    We propose a probabilistic graphical model to represent weakly annotated images1 . This model is used to classify images and automatically extend existing annotations to new image...
    Sabine Barrat, Salvatore Tabbone
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    AAAI
    2004
    206views Intelligent Agents» more  AAAI 2004»
    Bayesian Network Classifiers Versus k-NN Classifier Using Sequential Feature Selection
    13 years 7 months ago
    Bayesian Network Classifiers Versus k-NN Classifier Using Sequential Feature Selection
    Download  www.aaai.org
    The aim of this paper is to compare Bayesian network classifiers to the k-NN classifier based on a subset of features. This subset is established by means of sequential feature se...
    Franz Pernkopf
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    CORR
    2000
    Springer
    134views Education» more  CORR 2000»
    Boosting the Differences: A fast Bayesian classifier neural network
    13 years 5 months ago
    Boosting the Differences: A fast Bayesian classifier neural network
    Download  www.iucaa.ernet.in
    Ninan Sajeeth Philip, K. Babu Joseph
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