Graphical model: Difference between revisions

Revision as of 19:13, 16 February 2019

Revision as of 09:25, 16 March 2019

Line 15:

|year=2009

|pages= 1208

|isbn=978-0-262-01319-32

|doi=

|accessdate=

Line 83:

| year = 2006

| url = https://www.springer.com/us/book/9780387310732

| isbn=978-0-387-31073-82

| chapter= Chapter 8. Graphical Models

| chapterurl=https://www.microsoft.com/en-us/research/wp-content/uploads/2016/05/Bishop-PRML-sample.pdf

Line 92:

|author=Cowell, Robert G.

|author2=[[Philip Dawid|Dawid, A. Philip]] |author3=Lauritzen, Steffen L. |author4=[[David Spiegelhalter|Spiegelhalter, David J.]]

|title=Probabilistic networks and expert systems |publisher=Springer |___location=Berlin |year=1999 |pages= |isbn=978-0-387-98767-35 |doi= |accessdate= |mr=1697175 |ref=cowell }} A more advanced and statistically oriented book

* {{cite book |author=Jensen, Finn |title=An introduction to Bayesian networks |publisher=Springer |___location=Berlin |year=1996 |pages= |isbn=978-0-387-91502-89 |doi= |accessdate=}}

* {{Cite book

|first=Judea |last=Pearl |authorlink = Judea Pearl

Line 102:

| publisher = [[Morgan Kaufmann]]

| mr = 0965765

|isbn = 978-1-55860-479-07

}} A computational reasoning approach, where the relationships between graphs and probabilities were formally introduced.

Line 119:

}}

*{{Cite journal | last1 = Jordan | first1 = M. I. | authorlink=Michael I. Jordan| doi = 10.1214/088342304000000026 | title = Graphical Models | journal = Statistical Science | volume = 19 | pages = 140–155| year = 2004 | pmid = | pmc = }}

*{{Cite journal|last=Ghahramani|first=Zoubin|date=May 2015|title=Probabilistic machine learning and artificial intelligence|url=https://www.nature.com/articles/nature14541|journal=Nature|language=English|volume=521|issue=7553|pages= 452–459|doi=10.1038/nature14541|pmid=26017444|via=}}

===Other===