Bayesian network structure learning using cooperative coevolution
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Evelyne Lutton | Pierre-Henri Wuillemin | Olivier Barrière | E. Lutton | Pierre-Henri Wuillemin | O. Barrière
[1] P. Spirtes,et al. Causation, Prediction, and Search, 2nd Edition , 2001 .
[2] David Maxwell Chickering,et al. Large-Sample Learning of Bayesian Networks is NP-Hard , 2002, J. Mach. Learn. Res..
[3] Peng Yu,et al. Learning dynamic Bayesian network with immune evolutionary algorithm , 2005, 2005 International Conference on Machine Learning and Cybernetics.
[4] Gregory F. Cooper,et al. A Bayesian Method for the Induction of Probabilistic Networks from Data , 1992 .
[5] Judea Pearl,et al. A Theory of Inferred Causation , 1991, KR.
[6] Michal Linial,et al. Using Bayesian Networks to Analyze Expression Data , 2000, J. Comput. Biol..
[7] Philippe Leray,et al. Étude Comparative d’Algorithmes d’Apprentissage de Structure dans les Réseaux Bayésiens , 2004 .
[8] C. N. Liu,et al. Approximating discrete probability distributions with dependence trees , 1968, IEEE Trans. Inf. Theory.
[9] David Maxwell Chickering,et al. Learning Equivalence Classes of Bayesian Network Structures , 1996, UAI.
[10] David E. Goldberg,et al. Genetic Algorithms with Sharing for Multimodalfunction Optimization , 1987, ICGA.
[11] Stuart J. Russell,et al. Adaptive Probabilistic Networks with Hidden Variables , 1997, Machine Learning.
[12] Cédric Baudrit,et al. A Dynamic Bayesian Network to Represent a Ripening Process of a Soft Mould Cheese , 2008, KES.
[13] Allan Tucker,et al. Extending Evolutionary Programming methods to the learning of dynamic Bayesian networks , 1999 .
[14] Kwong-Sak Leung,et al. An efficient data mining method for learning Bayesian networks using an evolutionary algorithm-based hybrid approach , 2004, IEEE Transactions on Evolutionary Computation.
[15] Marie-Jeanne Lesot,et al. Dynamic flies: a new pattern recognition tool applied to stereo sequence processing , 2002, Pattern Recognit. Lett..
[16] P. Spirtes,et al. Causation, prediction, and search , 1993 .
[17] Kathryn B. Laskey,et al. Learning Bayesian networks from incomplete data using evolutionary algorithms , 1999 .
[18] Pedro Larrañaga,et al. Structure Learning of Bayesian Networks by Genetic Algorithms: A Performance Analysis of Control Parameters , 1996, IEEE Trans. Pattern Anal. Mach. Intell..
[19] Kalyanmoy Deb,et al. An Investigation of Niche and Species Formation in Genetic Function Optimization , 1989, ICGA.
[20] Evelyne Lutton,et al. A Genetic Algorithm with Sharing for the Detection of 2D Geometric Primitives in Images , 1995, Artificial Evolution.
[21] R. W. Robinson. Counting unlabeled acyclic digraphs , 1977 .
[22] Brian J. Ross,et al. Evolving dynamic Bayesian networks with Multi-objective genetic algorithms , 2007, Applied Intelligence.
[23] Weiru Liu,et al. Learning belief networks from data: an information theory based approach , 1997, CIKM '97.
[24] Sun-Chong Wang,et al. Learning Bayesian Networks by Lamarckian Genetic Algorithm and Its Application to Yeast Cell-Cycle Gene Network Reconstruction from Time-Series Microarray Data , 2004, BioADIT.
[25] Edmund K. Burke,et al. The Cooperative Royal Road: Avoiding Hitchhiking , 2007, Artificial Evolution.
[26] Kevin Murphy,et al. Bayes net toolbox for Matlab , 1999 .
[27] Nir Friedman,et al. Learning Belief Networks in the Presence of Missing Values and Hidden Variables , 1997, ICML.