Electronics Optics & Control, Volume. 21, Issue 8, 47(2014)

BN Parameter Learning in Target Recognition of Small Sample

TIAN Hao and GAO Xiao-guang
Author Affiliations
  • [in Chinese]
  • show less
    References(10)

    [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.

    Tools

    Get Citation

    Copy Citation Text

    TIAN Hao, GAO Xiao-guang. BN Parameter Learning in Target Recognition of Small Sample[J]. Electronics Optics & Control, 2014, 21(8): 47

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Sep. 4, 2013

    Accepted: --

    Published Online: Sep. 1, 2014

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2014.08.010

    Topics