| 2018 | FUSION | Evidence Gathering for Hypothesis Resolution Using Judicial Evidential Reasoning. | Andris Davis Jaunzemis, Marcus J. Holzinger, Moses W. Chan, Prakash P. Shenoy |
| 2012 | IPMU | Conditioning in Decomposable Compositional Models in Valuation-Based Systems. | Radim Jirousek, Prakash P. Shenoy |
| 2011 | ECSQARU | A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks. | Prakash P. Shenoy |
| 2011 | ISDA | Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals. | Prakash P. Shenoy, Rafael Rum, Antonio Salmern |
| 2010 | UAI | Solving Hybrid Influence Diagrams with Deterministic Variables. | Yijing Li, Prakash P. Shenoy |
| 2009 | ECSQARU | Inference in Hybrid Bayesian Networks with Deterministic Variables. | Prakash P. Shenoy, James C. West |
| 2007 | ECSQARU | Use of Radio Frequency Identification for Targeted Advertising: A Collaborative Filtering Approach Using Bayesian Networks. | Esma Nur Cinicioglu, Prakash P. Shenoy, Canan Kocabasoglu |
| 2006 | UAI | Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians. | Prakash P. Shenoy |
| 2005 | ECSQARU | Nonlinear Deterministic Relationships in Bayesian Networks. | Barry R. Cobb, Prakash P. Shenoy |
| 2005 | UAI | Hybrid Bayesian Networks with Linear Deterministic Variables. | Barry R. Cobb, Prakash P. Shenoy |
| 2004 | UAI | Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials. | Barry R. Cobb, Prakash P. Shenoy |
| 2003 | ECSQARU | A Comparison of Methods for Transforming Belief Function Models to Probability Models. | Barry R. Cobb, Prakash P. Shenoy |
| 2003 | UAI | Decision Making with Partially Consonant Belief Functions. | Phan Hong Giang, Prakash P. Shenoy |
| 2003 | UAI | A Linear Belief Function Approach to Portfolio Evaluation. | Liping Liu, Catherine Shenoy, Prakash P. Shenoy |
| 2002 | UAI | Statistical Decisions Using Likelihood Information Without Prior Probabilities. | Phan Hong Giang, Prakash P. Shenoy |
| 2001 | ECSQARU | Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems. | Riza Demirer, Prakash P. Shenoy |
| 2001 | UAI | A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory. | Phan Hong Giang, Prakash P. Shenoy |
| 2000 | UAI | A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic Beliefs. | Phan Hong Giang, Prakash P. Shenoy |
| 1999 | UAI | On Transformations between Probability and Spolinian Disbelief Functions. | Phan Hong Giang, Prakash P. Shenoy |
| 1998 | UAI | A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer Architectures for Computing Marginals of Probability Distributions. | Vasilica Lepar, Prakash P. Shenoy |
| 1997 | AISTATS | A Comparison of Decision Trees, Influence Diagrams and Valuation Networks for Asymmetric Decision Problems. | Concha Bielza, Prakash P. Shenoy |
| 1997 | AISTATS | A Forward Monte Carlo Method for Solving Influence Diagrams using local Computation. | John M. Charnes, Prakash P. Shenoy |
| 1996 | UAI | Binary Join Trees. | Prakash P. Shenoy |
| 1995 | AISTATS | Representing and Solving Asymmetric Decision Problems Using Valuation Networks. | Prakash P. Shenoy |
| 1995 | UAI | A New Pruning Method for Solving Decision Trees and Game Trees. | Prakash P. Shenoy |
| 1993 | ECSQARU | Information Sets in Decision Theory. | Prakash P. Shenoy |
| 1993 | UAI | Valuation Networks and Conditional Independence. | Prakash P. Shenoy |
| 1992 | UAI | Conditional lndependence in Uncertainty Theories. | Prakash P. Shenoy |
| 1991 | UAI | A Fusion Algorithm for Solving Bayesian Decision Problems. | Prakash P. Shenoy |
| 1990 | IPMU | On Spohn's Theory of Epistemic Beliefs. | Prakash P. Shenoy |
| 1990 | UAI | Valuation-based systems for discrete optimisation. | Prakash P. Shenoy |
| 1988 | UAI | Axioms for probability and belief-function proagation. | Prakash P. Shenoy, Glenn Shafer |
| 1987 | UAI | Modifiable Combining Functions. | Paul R. Cohen, Glenn Shafer, Prakash P. Shenoy |
| 1986 | IPMU | Qualitative Markov networks. | Khaled Mellouli, Glenn Shafer, Prakash P. Shenoy |
| 1986 | UAI | Propagation of belief functions: a distributed approach. | Prakash P. Shenoy, Glenn Shafer, Khaled Mellouli |