UAI 1990

39 papers

A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System Henri Jacques Suermondt, Gregory F. Cooper, David Heckerman

A Hierarchical Approach to Designing Approximate Reasoning-Based Controllers for Dynamic Physical Systems Hamid R. Berenji, Yung-Yaw Chen, Chuen-Chien Lee, Jyh-Shing Roger Jang, S. Murugesan

A Model for Non-Monotonic Reasoning Using Dempster's Rule Mary McLeish

A New Algorithm for Finding MAP Assignments to Belief Networks Solomon Eyal Shimony, Eugene Charniak

A New Approach to Updating Beliefs Ronald Fagin, Joseph Y. Halpern

An Entropy-Driven System for Construction of Probabilistic Expert Systems from Databases Edward Herskovits, Gregory F. Cooper

Analysis in HUGIN of Data Conflict Finn Verner Jensen, Bo Chamberlain, Torsten Nordahl, Frank Jensen

Computational Aspects of the Mobius Transformation Robert Kennes, Philippe Smets

Computationally-Optimal Rea-Resource Strategies for Independent, Uninterruptible Methods David Einav, Michael R. Fehling

Computing Probability Intervals Under Independency Constraints Linda C. van der Gaag

Context-Dependent Similarity Yizong Cheng

Credibility Discounting in the Theory of Approximate Reasoning Ronald R. Yager

Decision Making with Interval Influence Diagrams Jack S. Breese, Kenneth W. Fertig

Default Reasoning and the Transferable Belief Model Philippe Smets, Yen-Teh Hsia

Directed Reduction Algorithms and Decomposable Graphs Ross D. Shachter, Stig K. Andersen, Kim-Leng Poh

Dynamic Construction of Belief Networks Robert P. Goldman, Eugene Charniak

Equivalence and Synthesis of Causal Models Thomas Verma, Judea Pearl

Exploiting Functional Dependencies in Qualitative Probabilistic Reasoning Michael P. Wellman

Ideal Reformulation of Belief Networks Jack S. Breese, Eric Horvitz

Integrating Case-Based and Rule Based Reasoning: The Possibilistic Connection Soumitra Dutta, Piero P. Bonissone

Integrating Probabilistic, Taxonomic and Causal Knowledge in Abductive Diagnosis Dekang Lin, Randy Goebel

On Heuristics for Finding Loop Cutsets in Multiply-Connected Belief Networks Behzad Parviz

Optimal Decomposition of Belief Networks Wilson X. Wen

Possibility as Similarity; the Semantics of Fuzzy Logic Enrique H. Ruspini

Probabilistic Evaluation of Candidate Sets for Multidisorder Diagnosis Thomas D. Wu

Problem Formulation as the Reduction of a Decision Model David Heckerman, Eric Horvitz

Propagating Uncertainty in Rule Based Cognitive Modelling Thomas R. Shultz

Pruning Bayesian Networks for Efficient Computation Michelle Baker, Terrance E. Boult

Qualtitative Propagation and Scenario-Based Scheme for Exploiting Probabilistic Reasoning Max Henrion, Marek J. Druzdzel

Refinement and Coarsening of Bayesian Networks Kuo-Chu Chang, Robert M. Fung

Second Order Probabilities for Uncertain and Conflicting Evidence Gerhard Paass

Separable and Transitive Graphoids Dan Geiger, David Heckerman

Similarity Networks for the Construction of Multiple-Faults Belief Networks David Heckerman

The Transferable Belief Model and Other Interpretations of Dempster-Shafer's Model Philippe Smets

Time, Chance and Action Peter Haddawy

Updating with Belief Functions, Ordinal Conditional Functions and Possibility Measures Didier Dubois, Henri Prade

Using Dempster-Shafer Theory in Knowledge Representation Alessandro Saffiotti

Valuation-Based Systems for Discrete Optimisation Prakash P. Shenoy

What Is the Most Likely Diagnosis? David L. Poole, Gregory M. Provan