符号：矛盾的统一体

符号 矛盾 index

Global and Local

Geiger, Dan, and David Heckerman. "A characterization of the Dirichlet distribution through global and local parameter independence." The Annals of Statistics 25.3 (1997): 1344-1369.

Qualitative and Quantitative

Druzdzel, Marek J., and Linda C. Van Der Gaag. "Elicitation of probabilities for belief networks: Combining qualitative and quantitative information." Proceedings of the Eleventh conference on Uncertainty in artificial intelligence. Morgan Kaufmann Publishers Inc., 1995.

Knowledge and Statistical data

Heckerman, David, Dan Geiger, and David M. Chickering. "Learning Bayesian networks: The combination of knowledge and statistical data." Machine learning 20.3 (1995): 197-243.

Prior and Data

H. Steck (2008). Learning the Bayesian network struc-
ture: Dirichlet Prior versus Data. In D.A. McAllester and
P.Myllymaki (eds.),Proc. 24th Conf. Uncertainty in Artificial
Intelligence:511-518.Helsinki, Finland,Morgan Kauf-
mann.

Structure and Parameter

Riggelsen, Carsten. "Learning Bayesian networks: a MAP criterion for joint selection of model structure and parameter." Data Mining, 2008. ICDM'08. Eighth IEEE International Conference on. IEEE, 2008.