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Learning Bayesian Networks: The Combination of Knowledge and Statistical Data

D. Heckerman, D. Geiger, и D. Chickering. Machine Learning, 20 (3): 197-243 (1995)

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Learning Bayesian Networks is NP-HardD. Chickering, D. Geiger, и D. Heckerman. Microsoft Research, (ноября 1994)Learning Bayesian Networks: The Combination of Knowledge and Statistical DataD. Heckerman, D. Geiger, и D. Chickering. Machine Learning, 20 (3): 197-243 (1995)Best-First Minimax: Othello ResultsR. Korf, и D. Chickering. Proceedings of the 12th National Conference on Artificial Intelligence, San Francisco, CA: Morgan Kaufmann, (1994)``Learning Bayesian Networks: Search Methods and Experimental Results''D. Chickering, D. Geiger, и D. Heckerman. Preliminary papers of the 5th International Workshop on Artificial Intelligence and Statistics, стр. 112-128. (1995)