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    UAI
    1993
    122views Artificial Intelligence» more  UAI 1993»
    Jeffrey's rule of conditioning generalized to belief functions
    14 years 1 months ago
    Jeffrey's rule of conditioning generalized to belief functions
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    : Jeffrey’s rule of conditioning has been proposed in order to revise a probability measure by another probability function. We generalize it within the framework of the models b...
    Philippe Smets
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    UAI
    1993
    101views Artificial Intelligence» more  UAI 1993»
    Mixtures of Gaussians and Minimum Relative Entropy Techniques for Modeling Continuous Uncertainties
    14 years 1 months ago
    Mixtures of Gaussians and Minimum Relative Entropy Techniques for Modeling Continuous Uncertainties
    Download  www.stanford.edu
    William B. Poland, Ross D. Shachter
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    UAI
    1993
    112views Artificial Intelligence» more  UAI 1993»
    On reasoning in networks with qualitative uncertainty
    14 years 1 months ago
    On reasoning in networks with qualitative uncertainty
    Download  www.sci.brooklyn.cuny.edu
    In this paper some initialwork towards a new approach to qualitative reasoning under uncertainty is presented. This method is not only applicable to qualitative probabilistic reas...
    Simon Parsons, E. H. Mamdani
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    UAI
    1993
    88views Artificial Intelligence» more  UAI 1993»
    Using Causal Information and Local Measures to Learn Bayesian Networks
    14 years 1 months ago
    Using Causal Information and Local Measures to Learn Bayesian Networks
    Download  www.cs.toronto.edu
    In previous work we developed a method of learning Bayesian Network models from raw data. This method relies on the well known minimal description length (MDL) principle. The MDL ...
    Wai Lam, Fahiem Bacchus
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    UAI
    1993
    110views Artificial Intelligence» more  UAI 1993»
    Utility-Based Abstraction and Categorization
    14 years 1 months ago
    Utility-Based Abstraction and Categorization
    Download  research.microsoft.com
    Based Abstraction and Categorization Eric J. Horvitz∗ and Adrian C. Klein Palo Alto Laboratory Rockwell International Science Center 444 High Street Palo Alto, CA 94301 We take ...
    Eric Horvitz, Adrian Klein
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    UAI
    1993
    110views Artificial Intelligence» more  UAI 1993»
    Probabilistic Assumption-Based Reasoning
    14 years 1 months ago
    Probabilistic Assumption-Based Reasoning
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    In this paper the classical propositional assumption-based model is extended to incorporate probabilities for the assumptions. Then the whole model is placed into the framework of...
    Jürg Kohlas, Paul-André Monney
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    UAI
    1993
    102views Artificial Intelligence» more  UAI 1993»
    Diagnosis of Multiple Faults: A Sensitivity Analysis
    14 years 1 months ago
    Diagnosis of Multiple Faults: A Sensitivity Analysis
    Download  research.microsoft.com
    We compare the diagnostic accuracy of three diagnostic inference models: the simple Bayes model, the multimembership Bayes model, which is isomorphic to the parallel combination f...
    David Heckerman, Michael Shwe
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    UAI
    1993
    144views Artificial Intelligence» more  UAI 1993»
    Causal Independence for Knowledge Acquisition and Inference
    14 years 1 months ago
    Causal Independence for Knowledge Acquisition and Inference
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    I introduce a temporal belief-network representation of causal independence that a knowledge engineer can use to elicit probabilistic models. Like the current, atemporal belief-ne...
    David Heckerman
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    UAI
    1993
    89views Artificial Intelligence» more  UAI 1993»
    Inference Algorithms for Similarity Networks
    14 years 1 months ago
    Inference Algorithms for Similarity Networks
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    We examine two types of similarity networks each based on a distinct notion of relevance. For both types of similarity networks we present an efficient inference algorithm that wo...
    Dan Geiger, David Heckerman
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    UAI
    1993
    119views Artificial Intelligence» more  UAI 1993»
    Incremental Probabilistic Inference
    14 years 1 months ago
    Incremental Probabilistic Inference
    Download  web.engr.oregonstate.edu
    Bruce D'Ambrosio
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