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A Bayesian Variant of Shafer's Commonalities For Modelling Unforeseen Events |
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Robert Bordley
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A Belief-Function Based Decision Support System |
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Hong Xu
, Yen-Teh Hsia
, Philippe Smets
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A Construction of Bayesian Networks from Databases Based on an MDL Principle |
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Joe Suzuki
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A fuzzy relation-based extension of Reggia's relational model for diagnosis handling uncertain and incomplete information |
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Didier Dubois
, Henri Prade
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A Generalization of the Noisy-Or Model |
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Sampath Srinivas
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A Method for Planning Given Uncertain and Incomplete Information |
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Todd Mansell
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A Probabilistic Algorithm for Calculating Structure: Borrowing from Simulated Annealing |
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Russ Altman
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A Study of Scaling Issues in Bayesian Belief Networks for Ship Classification |
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Scott Musman
, L. Chang
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A Synthesis of Logical and Probabilistic Reasoning for Program Understanding and Debugging |
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Lisa Burnell
, Eric Horvitz
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Additive Belief-Network Models |
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Paul Dagum
, Adam Galper
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An Algorithm for the Construction of Bayesian Network Structures from Data |
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Moninder Singh
, Marco Valtorta
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An efficient approach for finding the MPE in belief networks |
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Zhaoyu Li
, Bruce D'Ambrosio
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An Implementation of a Method for Computing the Uncertainty in Inferred Probabilities in Belief Networks |
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Peter Che
, Richard Neapolitan
, James Kenevan
, Martha Evens
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Argument Calculus and Networks |
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Adnan Darwiche
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Argumentation as a General Framework for Uncertain Reasoning |
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John Fox
, Paul Krause
, Morten Elvang-Gøransson
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Argumentative inference in uncertain and inconsistent knowledge bases |
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Salem Benferhat
, Didier Dubois
, Henri Prade
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Belief Revision in Probability Theory |
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Pei Wang
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Causal Independence for Knowledge Acquisition and Inference |
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David Heckerman
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Causal Modeling |
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John Lemmer
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Causality in Bayesian Belief Networks |
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Marek Druzdzel
, Herbert Simon
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Constructing Lower Probabilities |
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Carl Wagner
, Bruce Tonn
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Deciding Morality of Graphs is NP-complete |
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Tom Verma
, Judea Pearl
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Deliberation Scheduling for Time-Critical Sequential Decision Making |
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Thomas Dean
, Leslie Kaelbling
, Jak Kirman
, Ann Nicholson
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Deriving a Minimal I-map of a Belief Network Relative to a Target Ordering of its Nodes |
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Izhar Matzkevich
, Bruce Abramson
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Diagnosis of Multiple Faults: A Sensitivity Analysis |
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David Heckerman
, Michael Shwe
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Dialectic Reasoning with Inconsistent Information |
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Morten Elvang-Gøransson
, Paul Krause
, John Fox
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Discounting and Combination Operations in Evidential Reasoning |
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Jiwen Guan
, David Bell
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End-User Construction of Influence Diagrams for Bayesian Statistics |
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Harold Lehmann
, Ross Shachter
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Forecasting Sleep Apnea with Dynamic Network Models |
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Paul Dagum
, Adam Galper
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From Conditional Oughts to Qualitative Decision Theory |
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Judea Pearl
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GALGO: A Genetic ALGOrithm Decision Support Tool for Complex Uncertain Systems Modeled with Bayesian Belief Networks |
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Carlos Rojas-Guzman
, Mark Kramer
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Graph-Grammar Assistance for Automated Generation of Influence Diagrams |
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John Egar
, Mark Musen
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Incremental computation of the value of perfect information in stepwise-decomposable influence diagrams |
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Nevin Zhang
, Runping Qi
, David Poole
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Incremental Probabilistic Inference |
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Bruce D'Ambrosio
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Inference Algorithms for Similarity Networks |
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Dan Geiger
, David Heckerman
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Inference with Possibilistic Evidence |
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Fengming Song
, Ping Liang
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Intercausal Reasoning with Uninstantiated Ancestor Nodes |
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Marek Druzdzel
, Max Henrion
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Jeffrey's rule of conditioning generalized to belief functions |
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Philippe Smets
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Knowledge-Based Decision Model Construction for Hierarchical Diagnosis: A Preliminary Report |
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Soe-Tsyr Yuan
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Minimal Assumption Distribution Propagation in Belief Networks |
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Ron Musick
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Mixtures of Gaussians and Minimum Relative Entropy Techniques for Modeling Continuous Uncertainties |
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William Poland
, Ross Shachter
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Normative Engineering Risk Management Systems |
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Peter Regan
|
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On Considering Uncertainty and Alternatives in Low-Level Vision |
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Steven LaValle
, Seth Hutchinson
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On reasoning in networks with qualitative uncertainty |
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Simon Parsons
, E. Mamdani
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Parameter Adjustment in Bayes Networks. The generalized noisy OR-gate |
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Francisco Diez
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Partially Specified Belief Functions |
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Serafin Moral
, Luis de Campos
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Possibilistic decreasing persistence |
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Dimiter Driankov
, Jerome Lang
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Probabilistic Assumption-Based Reasoning |
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Jurg Kohlas
, Paul-Andre Monney
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Probabilistic Conceptual Network: A Belief Representation Scheme for Utility-Based Categorization |
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Kim-Leng Poh
, Michael Fehling
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Qualitative Measures of Ambiguity |
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Michael Wong
, Z. Wang
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Reasoning about the Value of Decision-Model Refinement: Methods and Application |
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Kim-Leng Poh
, Eric Horvitz
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Relevant Explanations: Allowing Disjunctive Assignments |
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Solomon Shimony
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Representing and Reasoning With Probabilistic Knowledge: A Bayesian Approach |
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Marie desJardins
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Sensitivity Analysis for Probability Assessments in Bayesian Networks |
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Kathryn Laskey
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Some Complexity Considerations in the Combination of Belief Networks |
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Izhar Matzkevich
, Bruce Abramson
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The Assumptions Behind Dempster's Rule |
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Nic Wilson
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The Probability of a Possibility: Adding Uncertainty to Default Rules |
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Craig Boutilier
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The use of conflicts in searching Bayesian networks |
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David Poole
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Tradeoffs in Constructing and Evaluating Temporal Influence Diagrams |
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Gregory Provan
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Two Procedures for Compiling Influence Diagrams |
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Paul Lehner
, Azar Sadigh
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Using Causal Information and Local Measures to Learn Bayesian Networks |
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Wai Lam
, Fahiem Bacchus
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Using First-Order Probability Logic for the Construction of Bayesian Networks |
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Fahiem Bacchus
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Using Potential Influence Diagrams for Probabilistic Inference and Decision Making |
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Ross Shachter
, Pierre Ndilikilikesha
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Using Tree-Decomposable Structures to Approximate Belief Networks |
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Sumit Sarkar
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Utility-Based Abstraction and Categorization |
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Eric Horvitz
, Adrian Klein
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Valuation Networks and Conditional Independence |
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Prakash Shenoy
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