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    UAI
    1996
    151views Artificial Intelligence» more  UAI 1996»
    Learning Equivalence Classes of Bayesian Network Structures
    13 years 6 months ago
    Learning Equivalence Classes of Bayesian Network Structures
    Download  jmlr.csail.mit.edu
    Two Bayesian-network structures are said to be equivalent if the set of distributions that can be represented with one of those structures is identical to the set of distributions...
    David Maxwell Chickering
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    UAI
    1996
    146views Artificial Intelligence» more  UAI 1996»
    Context-Specific Independence in Bayesian Networks
    13 years 6 months ago
    Context-Specific Independence in Bayesian Networks
    Download  robotics.stanford.edu
    Bayesiannetworks provide a languagefor qualitatively representing the conditional independence properties of a distribution. This allows a natural and compact representation of th...
    Craig Boutilier, Nir Friedman, Moisés Golds...
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    UAI
    1996
    101views Artificial Intelligence» more  UAI 1996»
    Decision-Theoretic Troubleshooting: A Framework for Repair and Experiment
    13 years 6 months ago
    Decision-Theoretic Troubleshooting: A Framework for Repair and Experiment
    Download  reference.kfupm.edu.sa
    John S. Breese, David Heckerman
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