Exploiting Data Missingness in Bayesian Network Modeling

Author:

Rodrigues de Morais Sérgio,Aussem Alex

Publisher

Springer Berlin Heidelberg

Reference20 articles.

1. Little, R., Rubin, D.: Statistical analysis with missing data. Wiley Interscience, Hoboken (2002)

2. Dempster, A.P., Laird, N.M., Rubin, D.B.: Maximum likelihood from incomplete data via the EM algorithm. J. Roy. Statist. Soc. Ser. B 39(1), 1–38 (1977)

3. Lin, J., Haug, P.: Exploiting missing clinical data in Bayesian network modeling for predicting medical problems. Journal of Biomedical Informatics 41, 1–14 (2008)

4. Siddique, J., Belin, T.: Using an approximate Bayesian bootstrap to multiply impute nonignorable missing data. Computational Statistics & Date Analysis 53, 405–415 (2008)

5. Saar-Tsechansky, M., Provost, F.: Handling missing values when applying classification models. Journal of Machine Learning Research 8, 1625–1657 (2007)

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