Constructing the Bayesian network structure from dependencies implied in multiple relational schemas
Tài liệu tham khảo
Aho, 1974
Beeri, 1983, On the desirability of acyclic database schemas, Journal of the ACM, 30, 479, 10.1145/2402.322389
Buntine, 1996, A guide to the literature on learning probabilistic networks from data, IEEE Transactions on Knowledge and Data Engineering, 8, 195, 10.1109/69.494161
Lan, 1994, Learning Bayesian belief networks – An approach based on the MDL principle, Computational Intelligence, 10, 269
Liao, 2006, Functional-dependencies-based Bayesian networks learning method and its application in a mobile commerce system, IEEE Transactions on Systems, Man, and Cybernetics – Part B: Cybernetics, 36, 660, 10.1109/TSMCB.2005.862492
Maier, 1983
Pearl, 1988
Sciore, 1981, Real-world MVDs, 121
Wong, 1997, An extended relational data model for probabilistic reasoning, Journal of Intelligent Information Systems, 9, 181, 10.1023/A:1008603515938
Wong, 2001, Constructing the dependency structure of a multiagent probabilistic network, IEEE Transactions on Knowledge and Data Engineering, 13, 395, 10.1109/69.929898
Wong, 2000, On the implication problem for probabilistic conditional independence, IEEE Transactions on System, Man, and Cybernetics – Part A: Systems, 30, 785, 10.1109/3468.895901
Wong, 1998, Automated database schema design using mined data dependencies, Journal of the American Society for Information Science, 49, 455, 10.1002/(SICI)1097-4571(19980415)49:5<455::AID-ASI7>3.0.CO;2-M
Wong, 1999, Using evolutionary programming and minimum description length principle for data mining of Bayesian networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21, 174, 10.1109/34.748825
Wong, 2004, An efficient data mining method for learning Bayesian networks using an evolutionary algorithm-based hybrid approach, IEEE Transactions on Evolutionary Computation, 8, 378, 10.1109/TEVC.2004.830334
Yao, 2005, Causal discovery, Vol. 25, 945