• DocumentCode
    2809929
  • Title

    A Brief Review of Machine Learning and Its Application

  • Author

    Wang Hua ; Ma Cuiqin ; Zhou Lijuan

  • Author_Institution
    Inf. Eng. Inst., Capital Normal Univ., Beijing, China
  • fYear
    2009
  • fDate
    19-20 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    With the popularization of information and the establishment of the databases in great number, and how to extract data from the useful information is the urgent problem to be solved. Machine learning is the core issue of artificial intelligence research, this paper introduces the definition of machine learning and its basic structure, and describes a variety of machine learning methods, including rote learning, inductive learning, analogy learning , explained learning, learning based on neural network and knowledge discovery and so on. This paper also brings foreword the objectives of machine learning, and points out the development trend of machine learning.
  • Keywords
    data mining; database management systems; learning (artificial intelligence); neural nets; analogy learning; artificial intelligence research; databases; explained learning; inductive learning; knowledge discovery; machine learning methods; neural network; rote learning; Application software; Artificial intelligence; Artificial neural networks; Competitive intelligence; Data engineering; Data mining; Databases; Humans; Learning systems; Machine learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Engineering and Computer Science, 2009. ICIECS 2009. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4994-1
  • Type

    conf

  • DOI
    10.1109/ICIECS.2009.5362936
  • Filename
    5362936