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Graphical model
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===Books and book chapters=== *{{cite book | last = Barber | first = David | title = Bayesian Reasoning and Machine Learning | publisher = Cambridge University Press | year = 2012 | isbn = 978-0-521-51814-7 }} * {{cite book | last = Bishop | first = Christopher M. | author-link = Christopher Bishop | title = Pattern Recognition and Machine Learning | publisher = Springer | year = 2006 | url = https://www.springer.com/us/book/9780387310732 | isbn=978-0-387-31073-2 | chapter= Chapter 8. Graphical Models | chapter-url=https://www.microsoft.com/en-us/research/wp-content/uploads/2016/05/Bishop-PRML-sample.pdf | pages=359β422 | mr=2247587 }} * {{cite book |author=Cowell, Robert G. |author2=Dawid, A. Philip |author3=Lauritzen, Steffen L. |author4-link=David Spiegelhalter |author4=Spiegelhalter, David J. |title=Probabilistic networks and expert systems |publisher=Springer |location=Berlin |year=1999 |isbn=978-0-387-98767-5 |mr=1697175 |ref=cowell |author2-link=Philip Dawid }} A more advanced and statistically oriented book * {{cite book |author=Jensen, Finn |title=An introduction to Bayesian networks |publisher=Springer |location=Berlin |year=1996 |isbn=978-0-387-91502-9 }} * {{Cite book |first=Judea |last=Pearl |author-link = Judea Pearl | year = 1988 | title = Probabilistic Reasoning in Intelligent Systems |url=https://archive.org/details/probabilisticrea00pear |url-access=registration | edition = 2nd revised | location = San Mateo, CA | publisher = [[Morgan Kaufmann]] | mr = 0965765 |isbn = 978-1-55860-479-7 }} A computational reasoning approach, where the relationships between graphs and probabilities were formally introduced.
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