Electronics Optics & Control, Volume. 21, Issue 8, 47(2014)
BN Parameter Learning in Target Recognition of Small Sample
[1] [1] DALY R SHEN Q AITKEN S.Learning Bayesian networks:Approaches and issues[J].The Knowledge Engineering Review 2011 26(2):99-157.
[2] [2] XIAO X H LEE H B NG G W.Learning Bayesian network parameters from soft data[J].International Journal of Uncertainty Fuzziness and Knowledge-Based Systems 2009 17(2):281-294.
[3] [3] DRUZDEL M J VAN DER GAAG L C.Building probabilistic networks: Where do the numbers come from [J].IEEE Transactions on Knowledge and Data Engineering 2000 12(4):481-486.
[4] [4] CHANG R WANG W.Novel algorithm for Bayesian network parameter learning with informative prior constraints[C]//Neural Networks (IJCNN) The 2010 International Joint Conference on IEEE 2010:1-8.
[5] [5] LIAO W JI Q.Learning Bayesian network parameters under incomplete data with domain knowledge[J].Pattern Recognition 2009 42(11):3046-3056.
[6] [6] TONG Y JI Q.Learning Bayesian networks with qualitative constraints[C]//Computer Vision and Pattern Re-cognition IEEE Conference on IEEE 2008:1-8.
[7] [7] FEELDERS A VAN DER GAAG L C.Learning Bayesian network parameters under order constraints[J].International Journal of Approximate Reasoning 2006 42(1):37-53.
[8] [8] FEELDERS A D VAN DER GAAG L C.Learning Baye-sian network parameters with prior knowledge about context-specific qualitative influences[C]//Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence UAI 2005:193-200.
[9] [9] YUE K LIU W Y YUE M L.Quantifying influences in the qualitative probabilistic network with interval probability parameters[J].Applied Soft Computing 2011 11(1):1135-1143.
[10] [10] REN J GAO X G RU W.Parameter learning of discrete dynamic Bayesian network with missing target data[J].Systems Engineering and Electronics 2011 33(8):1885-1890.
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TIAN Hao, GAO Xiao-guang. BN Parameter Learning in Target Recognition of Small Sample[J]. Electronics Optics & Control, 2014, 21(8): 47
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Received: Sep. 4, 2013
Accepted: --
Published Online: Sep. 1, 2014
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