| 1993 | Deciding Morality of Graphs is NP-complete. | Thomas Verma, Judea Pearl |
| 1993 | A Construction of Bayesian Networks from Databases Based on an MDL Principle. | Joe Suzuki |
| 1993 | A Generalization of the Noisy-Or Model. | Sampath Srinivas |
| 1993 | Inference with Possibilistic Evidence. | Fengming Song, Ping Liang |
| 1993 | Jeffrey's rule of conditioning generalized to belief functions. | Philippe Smets |
| 1993 | An Algorithm for the Construction of Bayesian Network Structures from Data. | Moninder Singh, Marco Valtorta |
| 1993 | Relevant Explanations: Allowing Disjunctive Assignments. | Solomon Eyal Shimony |
| 1993 | Valuation Networks and Conditional Independence. | Prakash P. Shenoy |
| 1993 | Using Potential Influence Diagrams for Probabilistic Inference and Decision Making. | Ross D. Shachter, Pierre Ndilikilikesha |
| 1993 | Using Tree-Decomposable Structures to Approximate Belief Networks. | Sumit Sarkar |
| 1993 | GALGO: A Genetic ALGOrithm Decision Support Tool for Complex Uncertain Systems Modeled with Bayesian Belief Networks. | Carlos Rojas-Guzmn, Mark A. Kramer |
| 1993 | Normative Engineering Risk Management Systems. | Peter J. Regan |
| 1993 | Tradeoffs in Constructing and Evaluating Temporal Influence Diagrams. | Gregory M. Provan |
| 1993 | The use of conflicts in searching Bayesian networks. | David Poole |
| 1993 | Mixtures of Gaussians and Minimum Relative Entropy Techniques for Modeling Continuous Uncertainties. | William B. Poland, Ross D. Shachter |
| 1993 | Reasoning about the Value of Decision-Model Refinement: Methods and Application. | Kim-Leng Poh, Eric Horvitz |
| 1993 | Probabilistic Conceptual Network: A Belief Representation Scheme for Utility-Based Categorization. | Kim-Leng Poh, Michael R. Fehling |
| 1993 | From Conditional Oughts to Qualitative Decision Theory. | Judea Pearl |
| 1993 | On reasoning in networks with qualitative uncertainty. | Simon Parsons, E. H. Mamdani |
| 1993 | A Study of Scaling Issues in Bayesian Belief Networks for Ship Classification. | Scott A. Musman, Liwu Chang |
| 1993 | Minimal Assumption Distribution Propagation in Belief Networks. | Ron Musick |
| 1993 | Partially Specified Belief Functions. | Serafn Moral, Luis M. de Campos |
| 1993 | Deriving A Minimal itI-map of a Belief Network Relative to a Target Ordering of its Nodes. | Izhar Matzkevich, Bruce Abramson |
| 1993 | Some Complexity Considerations in the Combination of Belief Networks. | Izhar Matzkevich, Bruce Abramson |
| 1993 | A method for Planning Given Uncertain and Incomplete Information. | Todd Michael Mansell |