LSPC: An Algorithm for Inference of Gene Networks Using Bayesian Network
暂无分享,去创建一个
Changiz Eslahchi | Ali Ebrahimi | Mojtaba Ganjali | Rosa Aghdam | Parisa Niloofar | M. Ganjali | C. Eslahchi | R. Aghdam | P. Niloofar | A. Ebrahimi
[1] U. Alon,et al. Assigning numbers to the arrows: Parameterizing a gene regulation network by using accurate expression kinetics , 2002, Proceedings of the National Academy of Sciences of the United States of America.
[2] Mingyi Wang,et al. A hybrid Bayesian network learning method for constructing gene networks , 2007, Comput. Biol. Chem..
[3] David J. Spiegelhalter,et al. Local computations with probabilities on graphical structures and their application to expert systems , 1990 .
[4] Liviu Badea. Inferring large gene networks from microarray data: a constraint-based approach , 2003 .
[5] Satoru Miyano,et al. Parallel Algorithm for Learning Optimal Bayesian Network Structure , 2011, J. Mach. Learn. Res..
[6] David Heckerman,et al. Bayesian Networks for Data Mining , 2004, Data Mining and Knowledge Discovery.
[7] Michele Ceccarelli,et al. articleTimeDelay-ARACNE : Reverse engineering of gene networks from time-course data by an information theoretic approach , 2010 .
[8] Judea Pearl,et al. Bayesian Networks , 1998, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..
[9] P. Spirtes,et al. Causation, prediction, and search , 1993 .
[10] Jesper Tegnér,et al. Growing Bayesian network models of gene networks from seed genes , 2005, ECCB/JBI.
[11] Luis M. de Campos,et al. Bayesian networks and information retrieval: an introduction to the special issue , 2004, Inf. Process. Manag..
[12] David A. Bell,et al. Learning Bayesian networks from data: An information-theory based approach , 2002, Artif. Intell..
[13] A. H. Murphy,et al. Hailfinder: A Bayesian system for forecasting severe weather , 1996 .
[14] Gregory F. Cooper,et al. A Bayesian Method for the Induction of Probabilistic Networks from Data , 1992 .
[15] Judea Pearl,et al. A Theory of Inferred Causation , 1991, KR.
[16] Xinkun Wang,et al. An effective structure learning method for constructing gene networks , 2006, Bioinform..
[17] Peter Bühlmann,et al. Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm , 2007, J. Mach. Learn. Res..
[18] Riet De Smet,et al. Advantages and limitations of current network inference methods , 2010, Nature Reviews Microbiology.
[19] Judea Pearl,et al. Probabilistic reasoning in intelligent systems , 1988 .
[20] Gregory F. Cooper,et al. The ALARM Monitoring System: A Case Study with two Probabilistic Inference Techniques for Belief Networks , 1989, AIME.
[21] D. Floreano,et al. Revealing strengths and weaknesses of methods for gene network inference , 2010, Proceedings of the National Academy of Sciences.
[22] Qiang Ji,et al. Learning Bayesian network parameters under incomplete data with domain knowledge , 2009, Pattern Recognit..
[23] Nir Friedman,et al. Probabilistic Graphical Models - Principles and Techniques , 2009 .
[24] Qiang Ji,et al. Active and dynamic information fusion for facial expression understanding from image sequences , 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[25] Michal Linial,et al. Using Bayesian Networks to Analyze Expression Data , 2000, J. Comput. Biol..
[26] Joaquín Abellán,et al. Some Variations on the PC Algorithm , 2006, Probabilistic Graphical Models.
[27] Richard E. Neapolitan,et al. Learning Bayesian networks , 2007, KDD '07.
[28] Honglak Lee,et al. A Dynamic Bayesian Network Model for Autonomous 3D Reconstruction from a Single Indoor Image , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[29] Nicole Radde,et al. Inferring Gene Regulatory Networks from Expression Data , 2019 .