Shenoy, Prakash P.

27 publications

ISIPTA 2023 On Distinct Belief Functions in the Dempster-Shafer Theory Prakash P. Shenoy

ISIPTA 2023 On the Relationship Between Graphical and Compositional Models for the Dempster-Shafer Theory of Belief Functions Radim Jiroušek, Václav Kratochvı́l, Prakash P. Shenoy

ISIPTA 2019 An Axiomatic Utility Theory for Dempster-Shafer Belief Functions Thierry Denoeux, Prakash P. Shenoy

MLJ 2018 An Adaptive Heuristic for Feature Selection Based on Complementarity Sumanta Singha, Prakash P. Shenoy

PGM 2016 On Construction of Hybrid Logistic Regression-Naïve Bayes Model for Classification Yi Tan, Prakash P. Shenoy, Moses W. Chan, Paul M. Romberg

UAI 2010 Solving Hybrid Influence Diagrams with Deterministic Variables Yijing Li, Prakash P. Shenoy

UAI 2006 Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians Prakash P. Shenoy

UAI 2005 Hybrid Bayesian Networks with Linear Deterministic Variables Barry R. Cobb, Prakash P. Shenoy

UAI 2004 Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials Barry R. Cobb, Prakash P. Shenoy

UAI 2003 A Linear Belief Function Approach to Portfolio Evaluation Liping Liu, Catherine Shenoy, Prakash P. Shenoy

UAI 2003 Decision Making with Partially Consonant Belief Functions Phan Hong Giang, Prakash P. Shenoy

UAI 2002 Statistical Decisions Using Likelihood Information Without Prior Probabilities Phan Hong Giang, Prakash P. Shenoy

UAI 2001 A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory Phan Hong Giang, Prakash P. Shenoy

UAI 2000 A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic Beliefs Phan Hong Giang, Prakash P. Shenoy

UAI 1999 On Transformations Between Probability and Spolinian Disbelief Functions Phan Hong Giang, Prakash P. Shenoy

UAI 1998 A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer Architectures for Computing Marginals of Probability Distributions Vasilica Lepar, Prakash P. Shenoy

AISTATS 1997 A Comparison of Decision Trees, Influence Diagrams and Valuation Networks for Asymmetric Decision Problems Concha Bielza, Prakash P. Shenoy

AISTATS 1997 A Forward Monte Carlo Method for Solving Influence Diagrams Using Local Computation John M. Charnes, Prakash P. Shenoy

UAI 1997 UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, Brown University, Providence, Rhode Island, USA, August 1-3, 1997 Dan Geiger, Prakash P. Shenoy

UAI 1996 Binary Join Trees Prakash P. Shenoy

UAI 1995 A New Pruning Method for Solving Decision Trees and Game Trees Prakash P. Shenoy

AISTATS 1995 Representing and Solving Asymmetric Decision Problems Using Valuation Networks Prakash P. Shenoy

UAI 1993 Valuation Networks and Conditional Independence Prakash P. Shenoy

UAI 1992 Conditional Lndependence in Uncertainty Theories Prakash P. Shenoy

UAI 1990 Valuation-Based Systems for Discrete Optimisation Prakash P. Shenoy

UAI 1987 Modifiable Combining Functions Paul R. Cohen, Glenn Shafer, Prakash P. Shenoy

UAI 1986 Propagation of Belief Functions: A Distributed Approach Prakash P. Shenoy, Glenn Shafer, Khaled Mellouli