PRM inference using Jaffray \& Faÿ's local conditioning

DOI10.1007/s11238-010-9219-2zbMath1274.91137OpenAlexW2087586353MaRDI QIDQ649983

Pierre-Henri Wuillemin, Christophe Gonzales

Publication date: 25 November 2011

Published in: Theory and Decision (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11238-010-9219-2

zbMATH Keywords

Bayesian networkslifted inferencelocal conditioningprobabilistic relation modelsstructured variable elimination

Mathematics Subject Classification ID

Bayesian inference (62F15) Decision theory (91B06) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

Uses Software

• MEBN
• SPOOK

Cites Work

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• Complexity of Finding Embeddings in a k-Tree
• Propagation of Probabilities, Means, and Variances in Mixed Graphical Association Models
• Algorithmic Aspects of Vertex Elimination on Graphs
• Bayesian Networks and Influence Diagrams

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