• DocumentCode
    511300
  • Title

    Bayesian Networks for Data Prediction

  • Author

    Peng, Qingsong

  • Author_Institution
    Inf. Eng. Coll., Shanghai Maritime Univ., Shanghai, China
  • Volume
    1
  • fYear
    2009
  • fDate
    25-27 Dec. 2009
  • Firstpage
    101
  • Lastpage
    102
  • Abstract
    Naive Bayes classifier is a simple but useful model. Bayesian network is also a kind of probabilistic graphical model, and the simple one can also have well result. A kind of two-layered Bayesian network is used to predict data in MLSP2008 competition and have got the best result in the 5 submitted valid entries.
  • Keywords
    belief networks; pattern classification; probability; Bayesian network; data prediction; naive Bayes classifier; probabilistic graphical model; Application software; Bayesian methods; Computer applications; Computer networks; Data engineering; Educational institutions; Graphical models; Machine learning; Parameter estimation; Random variables; Bayesian Network; Data Prediction; Naïve Bayes Classifier;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science-Technology and Applications, 2009. IFCSTA '09. International Forum on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-0-7695-3930-0
  • Electronic_ISBN
    978-1-4244-5423-5
  • Type

    conf

  • DOI
    10.1109/IFCSTA.2009.31
  • Filename
    5385122
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=511300