Prakash P. Shenoy

ORCID

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 32

Top Venues

Int. J. Approx. Reason.

BELIEF

ISIPTA

Int. J. Intell. Syst.

Publications

Yi Tan, Prakash P. Shenoy, Ben Sherwood, Catherine Shenoy, Melinda Gaddy, Mary E. Oehlert
Bayesian Network Models for PTSD Screening in Veterans. INFORMS J. Comput. 36 (2) (2024)
Yi Tan, Ben Sherwood, Prakash P. Shenoy
A naïve Bayes regularized logistic regression estimator for low-dimensional classification. Int. J. Approx. Reason. 172 (2024)
Prakash P. Shenoy
Mutual Information and Kullback-Leibler Divergence in the Dempster-Shafer Theory. BELIEF (2024)
Prakash P. Shenoy
On distinct belief functions in the Dempster-Shafer theory. ISIPTA (2023)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
On the relationship between graphical and compositional models for the Dempster-Shafer theory of belief functions. ISIPTA (2023)
Prakash P. Shenoy
Making inferences in incomplete Bayesian networks: A Dempster-Shafer belief function approach. Int. J. Approx. Reason. 160 (2023)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
On conditional belief functions in directed graphical models in the Dempster-Shafer theory. Int. J. Approx. Reason. 160 (2023)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
Computing the decomposable entropy of belief-function graphical models. Int. J. Approx. Reason. 161 (2023)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
Entropy for evaluation of Dempster-Shafer belief function models. Int. J. Approx. Reason. 151 (2022)
John C. Aldrich, A. Philip Dawid, Thierry Denoeux, Prakash P. Shenoy, Vladimir Vovk
Glenn Shafer - A short biography. Int. J. Approx. Reason. 141 (2022)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
On Conditional Belief Functions in the Dempster-Shafer Theory. BELIEF (2022)
John C. Aldrich, A. Philip Dawid, Thierry Denoeux, Prakash P. Shenoy, Vladimir Vovk
Probability and statistics: Foundations and history. Special Issue in honor of Glenn Shafer. Int. J. Approx. Reason. 141 (2022)
Radim Jirousek, Václav Kratochvíl, Prakash P. Shenoy
Entropy-Based Learning of Compositional Models from Data. BELIEF (2021)
Yi Tan, Prakash P. Shenoy
A bias-variance based heuristic for constructing a hybrid logistic regression-naïve Bayes model for classification. Int. J. Approx. Reason. 117 (2020)
Thierry Denoeux, Prakash P. Shenoy
An interval-valued utility theory for decision making with Dempster-Shafer belief functions. Int. J. Approx. Reason. 124 (2020)
Prakash P. Shenoy
An expectation operator for belief functions in the Dempster-Shafer theory. Int. J. Gen. Syst. 49 (1) (2020)
Radim Jirousek, Prakash P. Shenoy
On properties of a new decomposable entropy of Dempster-Shafer belief functions. Int. J. Approx. Reason. 119 (2020)
Thierry Denoeux, Prakash P. Shenoy
An Axiomatic Utility Theory for Dempster-Shafer Belief Functions. ISIPTA (2019)
Thierry Denoeux, Prakash P. Shenoy
An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belief Functions. CoRR (2019)
Andris Davis Jaunzemis, Marcus J. Holzinger, Moses W. Chan, Prakash P. Shenoy
Evidence gathering for hypothesis resolution using judicial evidential reasoning. Inf. Fusion 49 (2019)
Radim Jirousek, Prakash P. Shenoy
Combination and Composition in Probabilistic Models. ECONVN (2018)
Radim Jirousek, Prakash P. Shenoy
A new definition of entropy of belief functions in the Dempster-Shafer theory. Int. J. Approx. Reason. 92 (2018)
Andris Davis Jaunzemis, Marcus J. Holzinger, Moses W. Chan, Prakash P. Shenoy
Evidence Gathering for Hypothesis Resolution Using Judicial Evidential Reasoning. FUSION (2018)
Sumanta Singha, Prakash P. Shenoy
An adaptive heuristic for feature selection based on complementarity. Mach. Learn. 107 (12) (2018)
Radim Jirousek, Prakash P. Shenoy
A Decomposable Entropy of Belief Functions in the Dempster-Shafer Theory. BELIEF (2018)
Radim Jirousek, Prakash P. Shenoy
Ambiguity aversion and a decision-theoretic framework using belief functions. SSCI (2017)
Barry R. Cobb, Prakash P. Shenoy
Inference in Hybrid Bayesian Networks with Nonlinear Deterministic Conditionals. Int. J. Intell. Syst. 32 (12) (2017)
Sumanta Singha, Steve Hillmer, Prakash P. Shenoy
On computing probabilities of dismissal of 10b-5 securities class-action cases. Decis. Support Syst. 94 (2017)
Yi Tan, Prakash P. Shenoy, Moses W. Chan, Paul M. Romberg
On Construction of Hybrid Logistic Regression-Naïve Bayes Model for Classification. Probabilistic Graphical Models (2016)
Radim Jirousek, Prakash P. Shenoy
Entropy of Belief Functions in the Dempster-Shafer Theory: A New Perspective. BELIEF (2016)
Radim Jirousek, Prakash P. Shenoy
Causal compositional models in valuation-based systems with examples in specific theories. Int. J. Approx. Reason. 72 (2016)
Esma Nur Cinicioglu, Prakash P. Shenoy
A new heuristic for learning Bayesian networks from limited datasets: a real-time recommendation system application with RFID systems in grocery stores. Ann. Oper. Res. 244 (2) (2016)
Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón
Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals. Int. J. Intell. Syst. 30 (3) (2015)
Radim Jirousek, Prakash P. Shenoy
Compositional models in valuation-based systems. Int. J. Approx. Reason. 55 (1) (2014)
Radim Jirousek, Prakash P. Shenoy
Causal Compositional Models in Valuation-Based Systems. Belief Functions (2014)
Prakash P. Shenoy, Glenn Shafer
An Axiomatic Framework for Bayesian and Belief-function Propagation CoRR (2013)
Paul R. Cohen, Glenn Shafer, Prakash P. Shenoy
Modifiable Combining Functions CoRR (2013)
Phan Hong Giang, Prakash P. Shenoy
Statistical Decisions Using Likelihood Information Without Prior Probabilities CoRR (2013)
Vasilica Lepar, Prakash P. Shenoy
A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer Architectures for Computing Marginals of Probability Distributions CoRR (2013)
Prakash P. Shenoy
Valuation Networks and Conditional Independence CoRR (2013)
Prakash P. Shenoy
Conditional Independence in Uncertainty Theories CoRR (2013)
Prakash P. Shenoy
A New Pruning Method for Solving Decision Trees and Game Trees CoRR (2013)
Prakash P. Shenoy, Glenn Shafer
Valuation-Based Systems for Discrete Optimization CoRR (2013)
Phan Hong Giang, Prakash P. Shenoy
A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic Beliefs CoRR (2013)
Prakash P. Shenoy
Binary Join Trees CoRR (2013)
Phan Hong Giang, Prakash P. Shenoy
A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory CoRR (2013)
Phan Hong Giang, Prakash P. Shenoy
On Transformations between Probability and Spohnian Disbelief Functions CoRR (2013)
Dan Geiger, Prakash P. Shenoy
Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (1997) CoRR (2013)
Prakash P. Shenoy
A Fusion Algorithm for Solving Bayesian Decision Problems CoRR (2013)
Prakash P. Shenoy, Glenn Shafer, Khaled Mellouli
Propagation of Belief Functions: A Distributed Approach CoRR (2013)
Barry R. Cobb, Prakash P. Shenoy
Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials CoRR (2012)
Radim Jirousek, Prakash P. Shenoy
Compositional Models in Valuation-Based Systems. Belief Functions (2012)
Phan Hong Giang, Prakash P. Shenoy
Decision Making with Partially Consonant Belief Functions CoRR (2012)
Yijing Li, Prakash P. Shenoy
A Framework for Solving Hybrid Influence Diagrams Containing Deterministic Conditional Distributions. Decis. Anal. 9 (1) (2012)
Prakash P. Shenoy
Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians. CoRR (2012)
Prakash P. Shenoy
Two issues in using mixtures of polynomials for inference in hybrid Bayesian networks. Int. J. Approx. Reason. 53 (5) (2012)
Yijing Li, Prakash P. Shenoy
Solving Hybrid Influence Diagrams with Deterministic Variables CoRR (2012)
Radim Jirousek, Prakash P. Shenoy
Conditioning in Decomposable Compositional Models in Valuation-Based Systems. IPMU (4) (2012)
Liping Liu, Catherine Shenoy, Prakash P. Shenoy
A Linear Belief Function Approach to Portfolio Evaluation CoRR (2012)
Barry R. Cobb, Prakash P. Shenoy
Hybrid Bayesian Networks with Linear Deterministic Variables CoRR (2012)
Prakash P. Shenoy, James C. West
Inference in hybrid Bayesian networks using mixtures of polynomials. Int. J. Approx. Reason. 52 (5) (2011)
Prakash P. Shenoy, Rafael Rumí, Antonio Salmerón
Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals. ISDA (2011)
Phan Hong Giang, Prakash P. Shenoy
A decision theory for partially consonant belief functions. Int. J. Approx. Reason. 52 (3) (2011)
Prakash P. Shenoy
A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks. ECSQARU (2011)
Prakash P. Shenoy, James C. West
Extended Shenoy-Shafer architecture for inference in hybrid bayesian networks with deterministic conditionals. Int. J. Approx. Reason. 52 (6) (2011)
Concha Bielza, Manuel Gómez, Prakash P. Shenoy
Modeling challenges with influence diagrams: Constructing probability and utility models. Decis. Support Syst. 49 (4) (2010)
Yijing Li, Prakash P. Shenoy
Solving Hybrid Influence Diagrams with Deterministic Variables. UAI (2010)
Esma Nur Cinicioglu, Prakash P. Shenoy
Arc reversals in hybrid Bayesian networks with deterministic variables. Int. J. Approx. Reason. 50 (5) (2009)
Prakash P. Shenoy, James C. West
Inference in Hybrid Bayesian Networks with Deterministic Variables. ECSQARU (2009)
Barry R. Cobb, Prakash P. Shenoy
Decision making with hybrid influence diagrams using mixtures of truncated exponentials. Eur. J. Oper. Res. 186 (1) (2008)
Esma Nur Cinicioglu, Prakash P. Shenoy, Canan Kocabasoglu
Use of Radio Frequency Identification for Targeted Advertising: A Collaborative Filtering Approach Using Bayesian Networks. ECSQARU (2007)
Lili Sun, Prakash P. Shenoy
Using Bayesian networks for bankruptcy prediction: Some methodological issues. Eur. J. Oper. Res. 180 (2) (2007)
Barry R. Cobb, Prakash P. Shenoy
Inference in hybrid Bayesian networks with mixtures of truncated exponentials. Int. J. Approx. Reason. 41 (3) (2006)
Riza Demirer, Prakash P. Shenoy
Sequential valuation networks for asymmetric decision problems. Eur. J. Oper. Res. 169 (1) (2006)
Barry R. Cobb, Prakash P. Shenoy
On the plausibility transformation method for translating belief function models to probability models. Int. J. Approx. Reason. 41 (3) (2006)
Barry R. Cobb, Prakash P. Shenoy
Operations for inference in continuous Bayesian networks with linear deterministic variables. Int. J. Approx. Reason. 42 (1-2) (2006)
Liping Liu, Catherine Shenoy, Prakash P. Shenoy
Knowledge representation and integration for portfolio evaluation using linear belief functions. IEEE Trans. Syst. Man Cybern. Part A 36 (4) (2006)
Prakash P. Shenoy
Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians. UAI (2006)
Finn Verner Jensen, Thomas D. Nielsen, Prakash P. Shenoy
Sequential influence diagrams: A unified asymmetry framework. Int. J. Approx. Reason. 42 (1-2) (2006)
Barry R. Cobb, Prakash P. Shenoy, Rafael Rumí
Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials. Stat. Comput. 16 (3) (2006)
Barry R. Cobb, Prakash P. Shenoy
Hybrid Bayesian Networks with Linear Deterministic Variables. UAI (2005)
Phan Hong Giang, Prakash P. Shenoy
Decision making on the sole basis of statistical likelihood. Artif. Intell. 165 (2) (2005)
Prakash P. Shenoy
No Double Counting Semantics for Conditional Independence. ISIPTA (2005)
Barry R. Cobb, Prakash P. Shenoy
Nonlinear Deterministic Relationships in Bayesian Networks. ECSQARU (2005)
Phan Hong Giang, Prakash P. Shenoy
Two axiomatic approaches to decision making using possibility theory. Eur. J. Oper. Res. 162 (2) (2005)
John M. Charnes, Prakash P. Shenoy
Multistage Monte Carlo Method for Solving Influence Diagrams Using Local Computation. Manag. Sci. 50 (3) (2004)
Barry R. Cobb, Prakash P. Shenoy
Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials. UAI (2004)
Sucheta Nadkarni, Prakash P. Shenoy
A causal mapping approach to constructing Bayesian networks. Decis. Support Syst. 38 (2) (2004)
Liping Liu, Prakash P. Shenoy
Representing asymmetric decision problems using coarse valuations. Decis. Support Syst. 37 (1) (2004)
Liping Liu, Catherine Shenoy, Prakash P. Shenoy
A Linear Belief Function Approach to Portfolio Evaluation. UAI (2003)
Prakash P. Shenoy, Rajendra P. Srivastava
Application of Uncertain Reasoning to Business Decisions: An Introduction. Inf. Syst. Frontiers 5 (4) (2003)
Phan Hong Giang, Prakash P. Shenoy
Decision Making with Partially Consonant Belief Functions. UAI (2003)
Barry R. Cobb, Prakash P. Shenoy
A Comparison of Methods for Transforming Belief Function Models to Probability Models. ECSQARU (2003)
Barry R. Cobb, Prakash P. Shenoy
A Comparison of Bayesian and Belief Function Reasoning. Inf. Syst. Frontiers 5 (4) (2003)
Phan Hong Giang, Prakash P. Shenoy
Statistical Decisions Using Likelihood Information Without Prior Probabilities. UAI (2002)
Riza Demirer, Prakash P. Shenoy
Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems. ECSQARU (2001)
Phan Hong Giang, Prakash P. Shenoy
A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory. UAI (2001)
Sucheta Nadkarni, Prakash P. Shenoy
A Bayesian network approach to making inferences in causal maps. Eur. J. Oper. Res. 128 (3) (2001)
Prakash P. Shenoy
Valuation network representation and solution of asymmetric decision problems. Eur. J. Oper. Res. 121 (3) (2000)
Phan Hong Giang, Prakash P. Shenoy
A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic Beliefs. UAI (2000)

Prakash P. Shenoy.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Prakash P. Shenoy