Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition

DOI10.2200/S00893ED2V01Y201901AIM041zbMath1411.68006OpenAlexW2911287041WikidataQ128366657 ScholiaQ128366657MaRDI QIDQ4629661

Rina Dechter

Publication date: 28 March 2019

Published in: Synthesis Lectures on Artificial Intelligence and Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2200/s00893ed2v01y201901aim041

zbMATH Keywords

Bayesian networksknowledge representationconditioningreasoninginferenceconstraint networksgraphical modelsvariable eliminationtree-widthMarkov networksAND/OR searchpseudo-treebucket eliminationcycle-cutsetinduced width

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Knowledge representation (68T30) Research exposition (monographs, survey articles) pertaining to computer science (68-02) Graphical methods in statistics (62A09)

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