A language for construction of belief networks (original) (raw)

Dynamic construction of belief networks

Robert P Goldman

Uncertainty in Artificial Intelligence, 1990

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Network Fragments: Representing Knowledge for Constructing Probabilistic Models

Kathryn Laskey

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Model Building with Belief Networks and Influence Diagrams

Ross Shachter

From Foundations to Applications

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On the modeling of causal belief networks

Zied Elouedi

2013 5th International Conference on Modeling, Simulation and Applied Optimization (ICMSAO), 2013

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Elicitation for Belief Networks: Combining Qualitative and Quantitative Information

Marek Druzdzel

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Belief propagation in Qualitative Probabilistic Networks

Marek Druzdzel

1993

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Probabilistic Logic for Belief Nets

John Hooker

1990

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Network Fragments for Knowledge-Based Construction of Belief Networks %

Kathryn Laskey

1998

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Relieving the elicitation burden of Bayesian Belief Networks

Ana Isabel Barros

Conference: Proceedings of the Sixth UAI Bayesian Modelling Applications WorkshopAt: Helsinki, Finland, July 9, 2008

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MEBN A Language for First-Order Bayesian Knowledge Bases

Kathryn Laskey

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Representing Interventional Knowledge in Causal Belief Networks: Uncertain Conditional Distributions Per Cause

Imen Boukhris

Communications in Computer and Information Science, 2014

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Probabilistic Logics and Probabilistic Networks

Gregory Wheeler

2011

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Simplifying Probability Elicitation and Uncertainty Modeling in Bayesian Networks

S Hossain

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HUGIN - A Shell for Building Bayesian Belief Universes for Expert Systems

Finn Jensen

1989

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Symbolic Probabilistic Inference in Belief Networks

Ross Shachter

National Conference on Artificial Intelligence, 1990

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Network Engineering for Complex Belief Networks

Kathryn Laskey

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Information graphs and their use for Bayesian network graph construction

Silja Renooij

International Journal of Approximate Reasoning, 2021

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A framework for ordering composite beliefs in belief networks

Bruce D'ambrosio

IEEE Transactions on Systems, Man, and Cybernetics, 1995

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Belief Graphical Models for Uncertainty Representation and Reasoning

Karim Tabia

2020

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Causality Enabled Compositional Modelling of Bayesian Networks

Jeroen Keppens

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Inference in qualitative probabilistic networks revisited

Frank Van Kouwen

International Journal of Approximate Reasoning, 2009

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Directed Cycles in Belief Networks

Wilson Wen

2013

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Global Conditioning for Probabilistic Inference in Belief Networks

Peter Szolovits

Uncertainty Proceedings 1994, 1994

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Reasoning with Uncertain Inputs in Possibilistic Networks

Karim Tabia

HAL (Le Centre pour la Communication Scientifique Directe), 2014

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Probabilistic Reasoning with Undefined Properties in Ontologically-Based Belief Networks

Arzoo Katiyar

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Introducing Bayesian Networks 2.1 Introduction

S R

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Top-down Construction and Repetitive Structures Representation in Bayesian Networks

Pierre-Henri Wuillemin

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Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models

Jan Ramon

Inductive Logic …, 2005

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