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A Decision-Theoretic Model for Using Scientific Data |
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Harold Lehmann
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A Logical Interpretation of Dempster-Shafer Theory, with Application to Visual Recognition |
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Gregory Provan
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A Tractable Inference Algorithm for Diagnosing Multiple Diseases |
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David Heckerman
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An Empirical Evaluation of a Randomized Algorithm for Probabilistic Inference |
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R. Chavez
, Gregory Cooper
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Assessment, Criticism and Improvement of Imprecise Subjective Probabilities for a Medical Expert System |
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David Spiegelhalter
, Rodney Franklin
, Kate Bull
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Automated Construction of Sparse Bayesian Networks from Unstructured Probabilistic Models and Domain Information |
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Sampath Srinivas
, Stuart Russell
, Alice Agogino
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Automated Reasoning Using Possibilistic Logic: Semantics, Belief Revision and Variable Certainty Weights |
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Didier Dubois
, Jerome Lang
, Henri Prade
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BaRT: A Bayesian Reasoning Tool for Knowledge Based Systems |
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Lashon Booker
, Naveen Hota
, Connie Ramsey
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Bounded Conditioning: Flexible Inference for Decisions under Scarce Resources |
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Eric Horvitz
, Jaap Suermondt
, Gregory Cooper
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Can Uncertainty Management be Realized in a Finite Totally Ordered Probability Algebra? |
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Yang Xiang
, Michael Beddoes
, David Poole
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Comparing Expert Systems Built Using Different Uncertain Inference Systems |
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David Vaughan
, Bruce Perrin
, Robert Yadrick
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Conditioning on Disjunctive Knowledge: Defaults and Probabilities |
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Eric Neufeld
, J. Horton
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d-Separation: From Theorems to Algorithms |
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Dan Geiger
, Tom Verma
, Judea Pearl
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Deciding Consistency of Databases Containing Defeasible and Strict Information |
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Moises Goldszmidt
, Judea Pearl
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Decision Making "Biases" and Support for Assumption-Based Higher-Order Reasoning |
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Marvin Cohen
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Decision under Uncertainty |
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Philippe Smets
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Defeasible Decisions: What the Proposal is and isn't |
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Ronald Loui
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Directed Cycles in Belief Networks |
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Wilson Wen
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Efficient Parallel Estimation for Markov Random Fields |
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Michael Swain
, Lambert Wixson
, Paul Chou
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Evidence Absorption and Propagation through Evidence Reversals |
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Ross Shachter
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Experiments Using Belief Functions and Weights of Evidence incorporating Statistical Data and Expert Opinions |
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Mary McLeish
, P. Yao
, M. Cecile
, T. Stirtzinger
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Freedom: A Measure of Second-order Uncertainty for Intervalic Probability Schemes |
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Michael Smithson
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Heuristic Search as Evidential Reasoning |
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Othar Hansson
, Andy Mayer
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Hierarchical Evidence Accumulation in the Pseiki System and Experiments in Model-Driven Mobile Robot Navigation |
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A. Kak
, K. Andress
, C. Lopez-Abadia
, M. Carroll
, J. Lewis
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How Much More Probable is "Much More Probable"? Verbal Expressions for Probability Updates |
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Christopher Elsaesser
, Max Henrion
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Inference Policies |
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Paul Lehner
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Interval Influence Diagrams |
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Kenneth Fertig
, John Breese
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Lp : A Logic for Statistical Information |
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Fahiem Bacchus
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Making Decisions with Belief Functions |
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Thomas Strat
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Map Learning with Indistinguishable Locations |
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Kenneth Basye
, Thomas Dean
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Maximum Uncertainty Procedures for Interval-Valued Probability Distributions |
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Michael Pittarelli
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Model-based Influence Diagrams for Machine Vision |
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Tod Levitt
, John Agosta
, Thomas Binford
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Normalization and the Representation of Nonmonotonic Knowledge in the Theory of Evidence |
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Ronald Yager
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Now that I Have a Good Theory of Uncertainty, What Else Do I Need? |
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Piero Bonissone
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Plan Recognition in Stories and in Life |
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Eugene Charniak
, Robert Goldman
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Positive and Negative Explanations of Uncertain Reasoning in the Framework of Possibility Theory |
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Henri Farrency
, Henri Prade
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Shootout-89: A Comparative Evaluation of Knowledge-based Systems that Forecast Severe Weather |
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W. Moninger
, J. Flueck
, C. Lusk
, W. Roberts
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Simulation Approaches to General Probabilistic Inference on Belief Networks |
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Ross Shachter
, Mark Peot
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Strategies for Generating Micro Explanations for Bayesian Belief Networks |
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Peter Sember
, Ingrid Zukerman
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Temporal Reasoning with Probabilities |
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Carlo Berzuini
, Riccardo Bellazzi
, Silvana Quaglini
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The Compilation of Decision Models |
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David Heckerman
, John Breese
, Eric Horvitz
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The Effects of Perfect and Sample Information on Fuzzy Utilities in Decision-Making |
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Maria Gil
, Pramod Jain
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The Relationship between Knowledge, Belief and Certainty |
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Joseph Halpern
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Uncertainty and Incompleteness |
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Piero Bonissone
, David Cyrluk
, James Goodwin
, Jonathan Stillman
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Weighing and Integrating Evidence for Stochastic Simulation in Bayesian Networks |
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Robert Fung
, Kuo-Chu Chang
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When Should a Decision Maker Ignore the Advice of a Decision Aid? |
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Paul Lehner
, Theresa Mullin
, Marvin Cohen
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