Sieci bayesowskie




Literatura

  1. Charniak E., Bayesian Networks without Tears, AI magazine, Vol. 12(4), 1991, 50-63.
  2. Cooper G. F., The computational complexity of Probabilistic Inference Using Bayesian Belief Networks, Artificial Intelligence, Vol. 42, 1990, 393-405.
  3. Cooper G. F., A Bayesian method for the induction of probabilistic networks from data, Machine Learning, 9, 1992, 309-347.
  4. Jensen F. V., Bayesian networks basics, AISB Quarterly, 94, 1996, 9-22.
  5. Pearl J., Bayesian decision methods, in: Shafer G., Pearl J. (Eds), Readings In Uncertain Reasoning, Morgan Kaufmann Publishers, Inc. San Mateo, California, 1990.
Inne źródła
  • E. Charniak, Bayesian Networks without tears
  • Fenton N., Tutorial on Bayesian nets and probability
  • MSBNx: A Component-Centric Toolkit for Modeling and Inference with Bayesian Networks


    Materiały do wykładu (pdf)