• DocumentCode
    2439479
  • Title

    Wavelet Neural Network Model Application on the Case Selection of Tax Check in Real Estate Industry

  • Author

    Wang, Xiong-Zhi ; Xie, Qin-Hua

  • Author_Institution
    Coll. of Econ. & Manage., South China Agric. Univ., Guangzhou, China
  • Volume
    2
  • fYear
    2009
  • fDate
    26-27 Aug. 2009
  • Firstpage
    189
  • Lastpage
    192
  • Abstract
    The case selecting of tax check in real estate industry has been the subject of considerable research effort in recent years. In this paper, we propose Wavelet neural networks (WNN) for it, which used in many fields because of their advantages over neural network and wavelet analysis as they achieve faster convergence and discriminance more precise. A suit of evaluation indices are constructed as well as the WNN´s applying model. Finally, simulation tests are developed on it. Experimental results verify that its convergent velocity and discriminant precision are quickly and steadily achieved, and shows its better performance than Back-Propagation neural network (BPNN) and multiple linear discriminance analysis (MLDA).
  • Keywords
    backpropagation; neural nets; real estate data processing; wavelet transforms; backpropagation neural network; convergent velocity; discriminant precision; evaluation indices; multiple linear discriminance analysis; real estate industry; tax check; wavelet analysis; wavelet neural network model; Artificial neural networks; Convergence; Economic forecasting; Industrial economics; Intelligent networks; Intelligent systems; Neural networks; Predictive models; Topology; Wavelet analysis; case selecting of tax check; real estate industry; wavelet neural network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Human-Machine Systems and Cybernetics, 2009. IHMSC '09. International Conference on
  • Conference_Location
    Hangzhou, Zhejiang
  • Print_ISBN
    978-0-7695-3752-8
  • Type

    conf

  • DOI
    10.1109/IHMSC.2009.171
  • Filename
    5336014