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Bayesian Networks: Links and resources, 2009
RESOURCES/REFERENCES:
- Microsoft on Bayesian Nets
click
- Introduction to factor graphs by Andrea Loeliger
click
- Page for ' Information, Physics and Computation'; a book project by Marc Mézard and Andrea Montanari, specially parts C and D factor graphs and belief propagation
click
- Cox-Jaynes Theorems for Probability Calculus
link
- Ken Murphy: A Brief Introduction to Graphical Models and Bayesian Networks
click
- MIT Encyclopedia in Cognitive Sciences: Bayesian Networks
click
- Graph theory glossary click
- Proceedings of the Conference on Uncertainty in Artificial Intelligence
click
BAYESIAN NETWORK TOOLBOX:
- Bayes Networks Toolbox for Matlab
link
- Kevin Murphy "The Bayes Net Toolbox for Matlab",
Computing Science and Statistics: Proceedings of
Interface, volume 33, 2001 pdf
MORE LINKS:
- Bayesian Network Repository
LINK
SEARCH ENGINE FOR ON-LINE PAPERS:
back to course page
Address:
Department of Mathematics
Royal Institute of Technology
SE-100 44 Stockholm
Sweden
Email: tjtkoski@kth.se
Phone: +46-8-790 71 34
Office: 3444
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