Audit opinion of listed companies: A Takagi-Sugeno fuzzy neural network based study

被引：2
|
作者：
Heng-shu T. [1 ]
机构：
[1] Economics & Management School of Chongqing Jiaotong University, Chongqing
来源：
Journal of Discrete Mathematical Sciences and Cryptography | 2017年 / 20卷 / 04期
关键词：
Audit Opinion; Financial Index; Takagi-Sugeno Fuzzy Neural Network;
D O I：
10.1080/09720529.2017.1359375
中图分类号：
学科分类号：
摘要：
Financial indexes of listed companies are closely related to audit opinion. With financial indexes used as variable and data of listed companies as research sample, this paper constructed a model for the prediction of audit opinion basing on the Takagi-Sugeno Fuzzy Neural Network and carried out the validity test. Research results showed that the prediction results of the model are accurate and of great theoretical and practical significance. © 2017 Taru Publications.
引用
收藏
页码：899 / 912
页数：13
相关论文
共 50 条
  • [1] Sensitivity analysis of Takagi-Sugeno fuzzy neural network
    Wang, Jian
    Chang, Qin
    Gao, Tao
    Zhang, Kai
    Pal, Nikhil R.
    INFORMATION SCIENCES, 2022, 582 (725-749) : 725 - 749
  • [2] Robustness analysis of stability of Takagi-Sugeno type fuzzy neural network
    Fang, Wenxiang
    Xie, Tao
    AIMS MATHEMATICS, 2023, 8 (12): : 31118 - 31140
  • [3] Identification based on TS-GFNN (Takagi-Sugeno Generalized Fuzzy Neural Network)
    Wei, Ruihua
    Xu, Lihong
    2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, : 1659 - +
  • [4] Online learning of neural Takagi-Sugeno fuzzy model
    Petr, C
    NAFIPS 2005 - 2005 Annual Meeting of the North American Fuzzy Information Processing Society, 2005, : 478 - 483
  • [5] Identification of complex systems based on neural and Takagi-Sugeno fuzzy model
    Kukolj, D
    Levi, E
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 34 (01): : 272 - 282
  • [6] Neural-network based adaptive sliding mode control for Takagi-Sugeno fuzzy systems
    Sun, Xingjian
    Zhang, Lei
    Gu, Juping
    INFORMATION SCIENCES, 2023, 628 : 240 - 253
  • [7] Approximations of large rule Takagi-Sugeno fuzzy controller by four rule Takagi-Sugeno fuzzy controller
    Arya, RK
    Mitra, R
    Kumar, V
    2004 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2004, : 1341 - +
  • [8] Dissipative Filter Design for Takagi-Sugeno Fuzzy Neural Networks
    Lee, Kyu-Chul
    Choi, Hyun-Duk
    Kim, Dae-Ki
    Ahn, Choon-Ki
    Lim, Myo-Taeg
    2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 181 - 185
  • [9] Research on the Integrated Neural Network Water Inrush Prediction System Based on Takagi-Sugeno Fuzzy Criteria
    Zhang, Wenquan
    Ren, Yanghui
    Zhang, Hongri
    Hu, Yanhui
    Sun, Ming
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2008, : 228 - 231
  • [10] Learning Convergence Analysis for Takagi-Sugeno Fuzzy Neural Networks
    Chiang, Tung-Sheng
    Liu, Peter
    Yang, Chang-En
    2012 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2012,
12345