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

被引:3
|
作者
Wang Xiong-zhi [1 ]
Xie Qin-hua [2 ]
机构
[1] SCAU, Coll Econ & Management, Guangzhou, Guangdong, Peoples R China
[2] Guangdong Prov Local Taxat Bur, Dept Inspect Bur, Guangzhou, Guangdong, Peoples R China
关键词
wavelet neural network; real estate industry; case selecting of tax check;
D O I
10.1109/IHMSC.2009.171
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 man), 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).
引用
收藏
页码:189 / +
页数:2
相关论文
共 50 条
  • [1] Forecasting real estate price indices by wavelet neural network
    Wang, J
    Tian, P
    Ding, TQ
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS 1 AND 2, 2004, : 2579 - 2583
  • [2] The Influence of "Twain Tax" Combination to the Real Estate Industry
    Fu Li
    Proceedings of 2008 International Conference on Construction & Real Estate Management, Vols 1 and 2, 2008, : 1108 - 1111
  • [3] Real Estate Tax Base Assessment by Deep Learning Neural Network in the Context of the Digital Economy
    Fu, Qiao
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [4] A hybrid neural network for predicting Days on Market a measure of liquidity in real estate industry
    Kamara, Amadu Fullah
    Chen, Enhong
    Liu, Qi
    Pan, Zhen
    KNOWLEDGE-BASED SYSTEMS, 2020, 208 (208)
  • [5] The Spatial neural network model with disruptive technology for property appraisal in real estate industry
    Lin, Regina Fang-Ying
    Ou, Chiye
    Tseng, Kuo-Kun
    Deng, Bowen
    Yung, K. L.
    Ip, W. H.
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 173
  • [6] Real Estate Tax as Part of Municipal Tax Incomes (Case Study)
    Papcunova, Viera
    Novakova, Bozena
    PROCEEDINGS OF THE 13TH INTERNATIONAL SCIENTIFIC CONFERENCE PUBLIC ECONOMICS AND ADMINISTRATION 2019, 2019, : 321 - 330
  • [7] Forecasting Chinese Real Estate Price Index Based on Wavelet Neural Network: An Analysis of Data of Real Estate Price Index from 2004 to 2009
    Yao, Fengge
    Ma, Hongchen
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON CONSTRUCTION AND REAL ESTATE MANAGEMENT, VOLS 1-3, 2010, : 993 - 995
  • [8] Coefficients of Real Estate Tax: Case Study of the Czech Republic
    Kukalova, Gabriela
    Pfeiferova, Daniela
    Kucharova, Ivana
    Regnerova, Olga
    Sturmova, Dana
    HRADEC ECONOMIC DAYS, VOL 11(1), 2021, 11 : 484 - 494
  • [9] Application of fuzzy neural network for real estate prediction
    Liu, Jian-Guo
    Zhang, Xiao-Li
    Wu, Wei-Ping
    ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 3, PROCEEDINGS, 2006, 3973 : 1187 - 1191
  • [10] Real estate evaluation based on neural network ensemble
    Wang Ping
    Zhu Bangzhu
    Proceedings of 2006 International Conference on Construction & Real Estate Management, Vols 1 and 2: COLLABORATION AND DEVELOPMENT IN CONSTRUCTION AND REAL ESTATE, 2006, : 1567 - 1570