Papers in Bayesian Networks
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In this web page, we are collecting information about the theory of Bayesian networks (Fuzzy and Non Fuzzy).


Books



  1. Neapolitan, R. E. , Learning Bayesian Networks, Prentice Hall, April 2003.

    Comments. An excellent introduction to the basics in Bayesian Networks.


Tutorials



  1. Ghahramani, Z., "Learning Dynamic Bayesian Networks," Giles, C. L., and Gori, M. (eds.), Adaptive Processing of Sequences and Data Structures. Lecture Notes in Artificial Intelligence , pp. 168-197, Berlin: Springer-Verlag.



Sensor Fusion





BN Learning



  1. Jonsson, A., and Barto, A., "Active Learning of Dynamic Bayesian Networks in Markov Decision Processes," Lecture Notes in Computer Science: Abstraction, Reformulation, and Approximation, 1st ed. Berlin/Heidelberg:Springer, 2007, pp. 273-284.


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