Bioinformatics Bayesian networks

Yao XQ, Zhu H, She ZS. A dynamic Bayesian network approach to protein secondary structure prediction. BMC Bioinformatics. 2008 9 49. 

Werhli AV, et al. Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical gaussian models and bayesian networks. Bioinformatics. 2006 22 2523-2531. 

Li Z, Li P, Krishnan A, Liu JD (2011) Large-scale dynamic gene regulatory network inference combining differential equation models with local dynamic Bayesian network analysis. Bioinformatics 27 2686-2691. doi 10.1093/ bioinformatics/btr454... 

Kim S. Y., Imoto S. and Miyano S. (2003). Inferring gene networks from time series microarray data using dynamic Bayesian networks. Briefings in Bioinformatics. 4, pp 228-235. 

Perrin B. E., Ralaivola L., Mazurie A., Bottani S., Mallet J. and dAlche-Buc F. (2003). Gene network inference using dynamic Bayesian networks. Bioinformatics. 19, pp 138-142. 

Zou M. and Conzen S. D. (2004). A new dynamic Bayesian network (DBN) approach for identifying gene regulatory networks from time course microarray data. Bioinformatics. 21, pp. 71-79. 

Chen, X., Chen, M., and Ning, K. (2006). BNArray An R package for constructing gene regulatory networks from microanay data by using Bayesian network. Bioinformatics, 22(23) 2952-2954. 

Imoto, S., Kim, S., Goto, T, Aburatani, S., Tashiro, K., Kuhara, S., and Miyano, S. (2002). Bayesian network and nonparametric heteroscedastic regression for nonlinear modeling of genetic network. In Proceedings of the IEEE Computer Society Bioinformatics Conference (CSB 02), 200. 

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