Classification using Hierarchical Naïve Bayes models

Author:

Langseth Helge,Nielsen Thomas D.

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference43 articles.

1. Binder, J., Koller, D. Russell, S., & Kanazawa, K. (1997). Adaptive probabilistic networks with hidden variables. Machine Learning, 29:2–3, 213–244.

2. Blake, C., & Merz, C. (1998). UCI repository of machine learning databases. http://www.ics.uci.edu/mlearn/MLRepository.html

3. Boutilier, C., Friedman, N., Goldszmidt, M., & Koller, D. (1996). Context-specific independence in Bayesian networks. In: Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence. San Francisco, CA. (pp. 115–123), Morgan Kaufmann Publishers.

4. Chow, C. K., & Liu, C. (1968). Approximating discrete probability distributions with dependence trees. IEEE Transactions on Information Theory, 14, 462–467.

5. Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977). Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society. Series B 39, 1–38.

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