| 1992 | Entropy and Belief Networks. | Norman C. Dalkey |
| 1992 | Reformulating Inference Problems Through Selective Conditioning. | Paul Dagum, Eric Horvitz |
| 1992 | Dynamic Network Models for Forecasting. | Paul Dagum, Adam Galper, Eric Horvitz |
| 1992 | Lattice-based Graded Logic: A Multimodal Approach. | Philippe Chatalic, Christine Froidevaux |
| 1992 | Structural Controllability and Observability in Influence Diagrams. | Brian Y. Chan, Ross D. Shachter |
| 1992 | Modal Logics for Qualitative Possibility and Beliefs. | Craig Boutilier |
| 1992 | Optimizing Causal Orderings for Generating DAGs from Data. | Remco R. Bouckaert |
| 1992 | RES: A Relative Method for Evidential Reasoning. | Zhi An, David A. Bell, John G. Hughes |
| 1991 | A Non-Numeric Approach to Multi-Criteria/Multi-Expert Aggregation Based on Approximate Reasoning. | Ronald R. Yager |
| 1991 | An Efficient Implementation of Belief Function Propagation. | Hong Xu |
| 1991 | Compatibility of Quantitative and Qualitative Representations of Belief. | S. K. Michael Wong, Yiyu Yao, Pawan Lingras |
| 1991 | A Monte-Carlo Algorithm for Dempster-Shafer Belief. | Nic Wilson |
| 1991 | From Relational Databases to Belief Networks. | Wilson X. Wen |
| 1991 | A Method for Integrating Utility Analysis. | Deborah L. Thurston, Yun Qi Tian |
| 1991 | Detecting Causal Relations in the Presence of Unmeasured Variables. | Peter Spirtes |
| 1991 | Compressed Constraints in Probabilistic Logic and Their Revision. | Paul Snow |
| 1991 | About Updating. | Philippe Smets |
| 1991 | Algorithms for Irrelevance-Based Partial MAPs. | Solomon Eyal Shimony |
| 1991 | A Fusion Algorithm for Solving Bayesian Decision Problems. | Prakash P. Shenoy |
| 1991 | A Graph-Based Inference Method for Conditional Independence. | Ross D. Shachter |
| 1991 | Completing Knowledge by Competing Hierarchies. | Kerstin Schill, Ernst Pppel, Christoph Zetzsche |
| 1991 | On the Generation of Alternative Explanations with Implications for Belief Revision. | Eugene Santos Jr. |
| 1991 | Structuring Bodies of Evidence. | Sandra A. Sandri |
| 1991 | Pulcinella: A General Tool for Propagating Uncertainty in Valuation Networks. | Alessandro Saffiotti, Elisabeth Umkehrer |
| 1991 | Truth as Utility: A Conceptual Synthesis. | Enrique H. Ruspini |