UAI 1991

59 papers

"Conditional Inter-Causally Independent" Node Distributions, a Property of "Noisy-Or" Models John Mark Agosta

A Bayesian Method for Constructing Bayesian Belief Networks from Databases Gregory F. Cooper, Edward H. Herskovits

A Fusion Algorithm for Solving Bayesian Decision Problems Prakash P. Shenoy

A Graph-Based Inference Method for Conditional Independence Ross D. Shachter

A Language for Planning with Statistics Nathaniel G. Martin, James F. Allen

A Logic of Graded Possibility and Certainty Coping with Partial Inconsistency Jerome Lang, Didier Dubois, Henri Prade

A Method for Integrating Utility Analysis into an Expert System for Design Evaluation Deborah L. Thurston, Yun Qi Tian

A Modification to Evidential Probability Bülent Murtezaoğlu, Henry E. Kyburg

A Monte-Carlo Algorithm for Dempster-Shafer Belief Nic Wilson

A Non-Numeric Approach to Multi-Criteria/Multi-Expert Aggregation Based on Approximate Reasoning Ronald R. Yager

A Probabilistic Analysis of Marker-Passing Techniques for Plan-Recognition Glenn Carroll, Eugene Charniak

A Reason Maintenace System Dealing with Vague Data B. Fringuelli, S. Marcugini, A. Milani, S. Rivoira

A Sensitivity Analysis of Pathfinder: A Follow-up Study Keung-Chi Ng, Bruce Abramson

About Updating Philippe Smets

Advances in Probabilistic Reasoning Dan Geiger, David Heckerman

Algorithms for Irrelevance-Based Partial MAPs Solomon Eyal Shimony

An Approximate Nonmyopic Computation for Value of Information David Heckerman, Eric J. Horvitz, Blackford Middleton

An Efficient Implementation of Belief Function Propagation Hong Xu

ARCO1: An Application of Belief Networks to the Oil Market Bruce Abramson

Bayesian Networks Aplied to Therapy Monitoring Carlo Berzuini, David J. Spiegelhalter, Riccardo Bellazzi

Belief and Surprise - A Belief-Function Formulation Yen-Teh Hsia

Combination of Upper and Lower Probabilities Jose E. Cano, Serafin Moral, Juan F. Verdegay-Lopez

Combining Multiple-Valued Logics in Modular Expert Systems Jaume Agustí-Cullell, Francesc Esteva, Pere Garcia, Lluis Godo, Carles Sierra

Compatibility of Quantitative and Qualitative Representations of Belief Michael S. K. M. Wong, Y. Y. Yao, P. Lingras

Completing Knowledge by Competing Hierarchies Kerstin Schill, Ernst Poppel, Christoph Zetzsche

Compressed Constraints in Probabilistic Logic and Their Revision Paul Snow

Conflict and Surprise: Heuristics for Model Revision Kathryn Blackmond Laskey

Constraint Propagation with Imprecise Conditional Probabilities Stephane Amarger, Didier Dubois, Henri Prade

Deliberation and Its Role in the Formation of Intentions Anand S. Rao, Michael P. Georgeff

Detecting Causal Relations in the Presence of Unmeasured Variables Peter L. Spirtes

Dynamic Network Updating Techniques for Diagnostic Reasoning Gregory M. Provan

Evidential Reasoning in a Categorial Perspective: Conjunction and Disjunction of Belief Functions Robert Kennes

Formal Model of Uncertainty for Possibilistic Rules Arthur Ramer

From Relational Databases to Belief Networks Wilson X. Wen

Handling Uncertainty During Plan Recognition in Task-Oriented Consultation Systems Bhavani Raskutti, Ingrid Zukerman

High Level Path Planning with Uncertainty Runping Qi, David L. Poole

Integrating Probabilistic Rules into Neural Networks: A Stochastic EM Learning Algorithm Gerhard Paass

Investigation of Variances in Belief Networks Richard E. Neapolitan, James Kenevan

Local Expression Languages for Probabilistic Dependence: A Preliminary Report Bruce D'Ambrosio

Management of Uncertainty in the Multi-Level Monitoring and Diagnosis of the Time of Flight Scintillation Array Robert K. Paasch, Alice M. Agogino

Non-Monotonic Negation in Probabilistic Deductive Databases Raymond T. Ng, V. S. Subrahmanian

Non-Monotonic Reasoning and the Reversibility of Belief Change Daniel Hunter

On the Generation of Alternative Explanations with Implications for Belief Revision Eugene Santos

Probability Estimation in Face of Irrelevant Information Adam J. Grove, Daphne Koller

Pulcinella: A General Tool for Propagating Uncertainty in Valuation Networks Alessandro Saffiotti, Elisabeth Umkehrer

Reasoning Under Uncertainty: Some Monte Carlo Results Paul E. Lehner, Azar Sadigh

Reasoning with Mass Distributions Rudolf Kruse, Detlef Nauck, Frank Klawonn

Representation Requirements for Supporting Decision Model Formulation Tze-Yun Leong

Representing Bayesian Networks Within Probabilistic Horn Abduction David L. Poole

Search-Based Methods to Bound Diagnostic Probabilities in Very Large Belief Nets Max Henrion

Some Properties of Plausible Reasoning Wray L. Buntine

Structuring Bodies of Evidence Sandra Sandri

Symbolic Decision Theory and Autonomous Systems John Fox, Paul J. Krause

Symbolic Probabilistic Inference with Continuous Variables Kuo-Chu Chang, Robert Fung

Symbolic Probabilistic Inference with Evidence Potential Kuo-Chu Chang, Robert Fung

Theory Refinement on Bayesian Networks Wray L. Buntine

Time-Dependent Utility and Action Under Uncertainty Eric J. Horvitz, Geoffrey Rutledge

Truth as Utility: A Conceptual Synthesis Enrique H. Ruspini

Why Do We Need Foundations for Modelling Uncertainties? Henry E. Kyburg