Prakash P. Shenoy

Ann. Oper. Res., 2016

On Construction of Hybrid Logistic Regression-Naïve Bayes Model for Classification.

[BibT_eX]

[DOI]

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Entropy of Belief Functions in the Dempster-Shafer Theory: A New Perspective.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2016

2015

Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic Conditionals.

[BibT_eX]

[DOI]

Rafael Rumí

Antonio Salmerón

Int. J. Intell. Syst., 2015

2014

Compositional models in valuation-based systems.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2014

Causal Compositional Models in Valuation-Based Systems.

[BibT_eX]

[DOI]

Proceedings of the Belief Functions: Theory and Applications, 2014

2013

Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (1997)

[BibT_eX]

[DOI]

Dan Geiger

CoRR, 2013

An Axiomatic Framework for Bayesian and Belief-function Propagation

[BibT_eX]

[DOI]

CoRR, 2013

Valuation-Based Systems for Discrete Optimization

[BibT_eX]

[DOI]

CoRR, 2013

Conditional Independence in Uncertainty Theories

[BibT_eX]

[DOI]

CoRR, 2013

On Transformations between Probability and Spohnian Disbelief Functions

[BibT_eX]

[DOI]

CoRR, 2013

2012

Two issues in using mixtures of polynomials for inference in hybrid Bayesian networks.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2012

A Framework for Solving Hybrid Influence Diagrams Containing Deterministic Conditional Distributions.

[BibT_eX]

[DOI]

Yijing Li

Decis. Anal., 2012

Conditioning in Decomposable Compositional Models in Valuation-Based Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2012

2011

Extended Shenoy-Shafer architecture for inference in hybrid bayesian networks with deterministic conditionals.

[BibT_eX]

[DOI]

James C. West

Int. J. Approx. Reason., 2011

Inference in hybrid Bayesian networks using mixtures of polynomials.

[BibT_eX]

[DOI]

James C. West

Int. J. Approx. Reason., 2011

A decision theory for partially consonant belief functions.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2011

Some practical issues in inference in hybrid Bayesian networks with deterministic conditionals.

[BibT_eX]

[DOI]

Rafael Rumí

Antonio Salmerón

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

A Re-definition of Mixtures of Polynomials for Inference in Hybrid Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

2010

Modeling challenges with influence diagrams: Constructing probability and utility models.

[BibT_eX]

[DOI]

Concha Bielza

Manuel Gómez

Decis. Support Syst., 2010

Solving Hybrid Influence Diagrams with Deterministic Variables.

[BibT_eX]

[DOI]

Yijing Li

Proceedings of the UAI 2010, 2010

2009

Arc reversals in hybrid Bayesian networks with deterministic variables.

[BibT_eX]

[DOI]

Esma Nur Cinicioglu

Int. J. Approx. Reason., 2009

Inference in Hybrid Bayesian Networks with Deterministic Variables.

[BibT_eX]

[DOI]

James C. West

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

2008

Axioms for Probability and Belief-Function Propagation.

[BibT_eX]

[DOI]

Proceedings of the Classic Works of the Dempster-Shafer Theory of Belief Functions, 2008

Decision making with hybrid influence diagrams using mixtures of truncated exponentials.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2008

2007

Using Bayesian networks for bankruptcy prediction: Some methodological issues.

[BibT_eX]

[DOI]

Lili Sun

Eur. J. Oper. Res., 2007

Use of Radio Frequency Identification for Targeted Advertising: A Collaborative Filtering Approach Using Bayesian Networks.

[BibT_eX]

[DOI]

Esma Nur Cinicioglu

Canan Kocabasoglu

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

2006

Knowledge representation and integration for portfolio evaluation using linear belief functions.

[BibT_eX]

[DOI]

Liping Liu

Catherine Shenoy

IEEE Trans. Syst. Man Cybern. Part A, 2006

Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials.

[BibT_eX]

[DOI]

Rafael Rumí

Stat. Comput., 2006

Sequential influence diagrams: A unified asymmetry framework.

[BibT_eX]

[DOI]

Finn Verner Jensen

Thomas D. Nielsen

Int. J. Approx. Reason., 2006

Operations for inference in continuous Bayesian networks with linear deterministic variables.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2006

On the plausibility transformation method for translating belief function models to probability models.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2006

Inference in hybrid Bayesian networks with mixtures of truncated exponentials.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2006

Sequential valuation networks for asymmetric decision problems.

[BibT_eX]

[DOI]

Riza Demirer

Eur. J. Oper. Res., 2006

Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians.

[BibT_eX]

[DOI]

Proceedings of the UAI '06, 2006

2005

Two axiomatic approaches to decision making using possibility theory.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2005

Decision making on the sole basis of statistical likelihood.

[BibT_eX]

[DOI]

Artif. Intell., 2005

Hybrid Bayesian Networks with Linear Deterministic Variables.

[BibT_eX]

[DOI]

Proceedings of the UAI '05, 2005

No Double Counting Semantics for Conditional Independence.

[BibT_eX]

Proceedings of the ISIPTA '05, 2005

Nonlinear Deterministic Relationships in Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2004

Multistage Monte Carlo Method for Solving Influence Diagrams Using Local Computation.

[BibT_eX]

[DOI]

John M. Charnes

Manag. Sci., 2004

A causal mapping approach to constructing Bayesian networks.

[BibT_eX]

[DOI]

Sucheta Nadkarni

Decis. Support Syst., 2004

Representing asymmetric decision problems using coarse valuations.

[BibT_eX]

[DOI]

Liping Liu

Decis. Support Syst., 2004

Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials.

[BibT_eX]

[DOI]

Proceedings of the UAI '04, 2004

2003

Application of Uncertain Reasoning to Business Decisions: An Introduction.

[BibT_eX]

[DOI]

Rajendra P. Srivastava

Inf. Syst. Frontiers, 2003

A Comparison of Bayesian and Belief Function Reasoning.

[BibT_eX]

[DOI]

Inf. Syst. Frontiers, 2003

A Linear Belief Function Approach to Portfolio Evaluation.

[BibT_eX]

[DOI]

Liping Liu

Catherine Shenoy

Proceedings of the UAI '03, 2003

Decision Making with Partially Consonant Belief Functions.

[BibT_eX]

[DOI]

Proceedings of the UAI '03, 2003

A Comparison of Methods for Transforming Belief Function Models to Probability Models.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002

Statistical Decisions Using Likelihood Information Without Prior Probabilities.

[BibT_eX]

[DOI]

Proceedings of the UAI '02, 2002

2001

A Bayesian network approach to making inferences in causal maps.

[BibT_eX]

[DOI]

Sucheta Nadkarni

Eur. J. Oper. Res., 2001

A Comparison of Axiomatic Approaches to Qualitative Decision Making Using Possibility Theory.

[BibT_eX]

[DOI]

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Sequential Valuation Networks: A New Graphical Technique for Asymmetric Decision Problems.

[BibT_eX]

[DOI]

Riza Demirer

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

2000

Valuation network representation and solution of asymmetric decision problems.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2000

A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic Beliefs.

[BibT_eX]

[DOI]

Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

1999

On Transformations between Probability and Spolinian Disbelief Functions.

[BibT_eX]

[DOI]

Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

1998

Some Improvements to the Shenoy-Shafer and Hugin Architectures for Computing Marginals.

[BibT_eX]

[DOI]

Tuija Schmidt

Artif. Intell., 1998

A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer Architectures for Computing Marginals of Probability Distributions.

[BibT_eX]

[DOI]

Vasilica Lepar

Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

1997

Binary join trees for computing marginals in the Shenoy-Shafer architecture.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1997

1996

Binary Join Trees.

[BibT_eX]

[DOI]

Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

1995

Propagating belief functions in AND-trees.

[BibT_eX]

[DOI]

Rajendra P. Srivastava

Glenn R. Shafer

Int. J. Intell. Syst., 1995

A New Pruning Method for Solving Decision Trees and Game Trees.

[BibT_eX]

[DOI]

Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

Representing and Solving Asymmetric Decision Problems Using Valuation Networks.

[BibT_eX]

[DOI]

Proceedings of the Learning from Data, 1995

1994

Consistency in Valuation-Based Systems.

[BibT_eX]

[DOI]

INFORMS J. Comput., 1994

Representing Conditional Independence Relations by Valuation Networks.

[BibT_eX]

[DOI]

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1994

Conditional independence in valuation-based systems.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1994

Discussion of Kyburg's "Believing on the Basis of Evidence".

[BibT_eX]

[DOI]

Comput. Intell., 1994

1993

Valuation Networks and Conditional Independence.

[BibT_eX]

[DOI]

Proceedings of the UAI '93: Proceedings of the Ninth Annual Conference on Uncertainty in Artificial Intelligence, 1993

Information Sets in Decision Theory.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1993

1992

Valuation-Based Systems for Bayesian Decision Analysis.

[BibT_eX]

[DOI]

Oper. Res., 1992

Conditional lndependence in Uncertainty Theories.

[BibT_eX]

[DOI]

Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1991

On Spohn's rule for revision of beliefs.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1991

A Fusion Algorithm for Solving Bayesian Decision Problems.

[BibT_eX]

[DOI]

Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

1990

Belief functions and belief maintenance in artificial intelligence.

[BibT_eX]

[DOI]

Gautam Biswas

Int. J. Approx. Reason., 1990

Probability propagation.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 1990

Valuation-based systems for discrete optimisation.

[BibT_eX]

[DOI]

Proceedings of the UAI '90: Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence, 1990

On Spohn's Theory of Epistemic Beliefs.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Knowledge Bases, 1990

1989

A valuation-based language for expert systems.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1989

1988

Axioms for probability and belief-function proagation.

[BibT_eX]

Proceedings of the UAI '88: Proceedings of the Fourth Annual Conference on Uncertainty in Artificial Intelligence, 1988

1987

Propagating belief functions in qualitative Markov trees.

[BibT_eX]

[DOI]

Khaled Mellouli

Int. J. Approx. Reason., 1987

Modifiable combining functions.

[BibT_eX]

[DOI]

Paul R. Cohen

Artif. Intell. Eng. Des. Anal. Manuf., 1987

1986

Propagating Belief Functions with Local Computations.

[BibT_eX]

[DOI]

IEEE Expert, 1986

Propagation of belief functions: a distributed approach.

[BibT_eX]

[DOI]

Khaled Mellouli

Proceedings of the UAI '86: Proceedings of the Second Annual Conference on Uncertainty in Artificial Intelligence, 1986

Qualitative Markov networks.

[BibT_eX]

[DOI]

Khaled Mellouli

Proceedings of the Uncertainty in Knowledge-Based Systems, 1986

1982

The Banzhaf power index for political games.

[BibT_eX]

[DOI]