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    UAI
    1994
    116views Artificial Intelligence» more  UAI 1994»
    Belief Induced by the Partial Knowledge of the Probabilities
    13 years 5 months ago
    Belief Induced by the Partial Knowledge of the Probabilities
    Download  iridia0.ulb.ac.be
    : We construct the belief function that quantifies the agent' beliefs about which event of will occurred when he knows that the event is selected by a chance set-up and that ...
    Philippe Smets
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    UAI
    1994
    130views Artificial Intelligence» more  UAI 1994»
    Global Conditioning for Probabilistic Inference in Belief Networks
    13 years 5 months ago
    Global Conditioning for Probabilistic Inference in Belief Networks
    Download  www.stanford.edu
    In this paper we propose a new approach to probabilistic inference on belief networks, global conditioning, which is a simple generalization of Pearl's (1986b) method of loop...
    Ross D. Shachter, Stig K. Andersen, Peter Szolovit...
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    UAI
    1994
    73views Artificial Intelligence» more  UAI 1994»
    Three Approaches to Probability Model Selection
    13 years 5 months ago
    Three Approaches to Probability Model Selection
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    William B. Poland, Ross D. Shachter
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    UAI
    1994
    91views Artificial Intelligence» more  UAI 1994»
    A Probabilistic Calculus of Actions
    13 years 5 months ago
    A Probabilistic Calculus of Actions
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    Wepresenta symbolicmachinerythatadmits bothprobabilisticand causalinformation abouta givendomainand producesprobabilisticstatementsabouttheeffectofactions andtheimpactof observati...
    Judea Pearl
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    UAI
    1994
    118views Artificial Intelligence» more  UAI 1994»
    A Logic for Default Reasoning About Probabilities
    13 years 5 months ago
    A Logic for Default Reasoning About Probabilities
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    A logic is de ned that allows to express information about statistical probabilities and about degrees of belief in speci c propositions. By interpreting the twotypes of probabili...
    Manfred Jaeger
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    UAI
    1994
    120views Artificial Intelligence» more  UAI 1994»
    A Decision-based View of Causality
    13 years 5 months ago
    A Decision-based View of Causality
    Download  research.microsoft.com
    Most traditional models of uncertainty have focused on the associational relationship among variables as captured by conditional dependence. In order to successfully manage intell...
    David Heckerman, Ross D. Shachter
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    UAI
    1994
    117views Artificial Intelligence» more  UAI 1994»
    A New Look at Causal Independence
    13 years 5 months ago
    A New Look at Causal Independence
    Download  research.microsoft.com
    Heckerman (1993) defined causal independence in terms of a set of temporal conditional independence statements. These statements formalized certain types of causal interaction whe...
    David Heckerman, John S. Breese
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    UAI
    1994
    123views Artificial Intelligence» more  UAI 1994»
    Approximation Algorithms for the Loop Cutset Problem
    13 years 5 months ago
    Approximation Algorithms for the Loop Cutset Problem
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    We show how to nd a minimum weight loop cutset in a Bayesian network with high probability. Finding such a loop cutset is the rst step in the method of conditioning for inference....
    Ann Becker, Dan Geiger
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    UAI
    1994
    123views Artificial Intelligence» more  UAI 1994»
    Generating New Beliefs from Old
    13 years 5 months ago
    Generating New Beliefs from Old
    Download  www.cs.toronto.edu
    In previous work [BGHK92, BGHK93], we have studied the random-worlds approach--a particular (and quite powerful) method for generating degrees of belief (i.e., subjective probabil...
    Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, ...
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    UAI
    1994
    96views Artificial Intelligence» more  UAI 1994»
    Exploratory Model Building
    13 years 5 months ago
    Exploratory Model Building
    Download  platbox.sfc.keio.ac.jp
    Raj Bhatnagar
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