Robust Inference in Bayesian Networks with Application to Gene Expression Temporal Data

Author:

Berkman Omer,Intrator Nathan

Publisher

Springer Berlin Heidelberg

Reference21 articles.

1. Pearl, J.: Probabilistic Reasoning in Intelligent Systems. Morgan Kaufmann, San Francisco (1988)

2. Murphy, K., Mian, S.: Modelling Gene Expression Data using Dynamic Bayesian Networks. Technical Report, MIT Artificial Intelligence Laboratory (1999)

3. Friedman, N., et al.: Using Bayesian Networks to Analyze Expression Data. Journal of Computational Biology (2000)

4. Hartemink, A.J., et al.: Using graphical models and genomic expression data to statistically validate models of genetic regulatory networks. In: Pacific Symp. Biocomput., pp. 422–433 (2001)

5. Hartemink, A., et al.: Combining location and expression data for principled discovery of genetic regulatory network models. In: Pac. Symp. Biocomput., vol. 7, pp. 437–449 (2002)

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