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
  • [21] Neural network updating via argument Kalman filter for modeling of Takagi-Sugeno fuzzy models
    de Jesus Rubio, Jose
    Lughofer, Edwin
    Meda-Campana, Jesus A.
    Alberto Paramo, Luis
    Francisco Novoa, Juan
    Pacheco, Jaime
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (02) : 2585 - 2596
  • [22] Image Compression Using Hybrid Evolution Based Takagi-Sugeno Fuzzy Neural Networks
    Ko, Chia-Nan
    Lee, Ching-I
    ICAROB 2017: PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON ARTIFICIAL LIFE AND ROBOTICS, 2017, : P37 - P40
  • [23] Financial Time-Series Forecasting based on a Neural Network with Weighted Fuzzy Membership Functions and the Takagi-Sugeno Fuzzy Model
    Lee, Sang-Hong
    Lim, Joon S.
    APPLIED MATHEMATICS & INFORMATION SCIENCES, 2014, 8 (04): : 1859 - 1864
  • [24] ℋ∞ State Estimation for Takagi-Sugeno Fuzzy Delayed Hopfield Neural Networks
    Ahn C.K.
    International Journal of Computational Intelligence Systems, 2011, 4 (5) : 855 - 862
  • [25] A fuzzy output regulator for Takagi-Sugeno fuzzy models
    Castillo-Toledo, B
    Meda-Campaña, JA
    Titli, A
    PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 2003, : 310 - 315
  • [26] Observer-based controller design for uncertain disturbed Takagi-Sugeno fuzzy systems: A fuzzy wavelet neural network approach
    Ebrahimi, Zeinab
    Asemani, Mohammad Hassan
    Safavi, Ali Akbar
    INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2021, 35 (01) : 122 - 144
  • [27] A Takagi-Sugeno Fuzzy-Model-Based Modeling Method
    Hsiao, Ming-Ying
    Liu, Chi-Hua
    Tsai, Shun-Hung
    Tsai, Kun-Lin
    Chen, Pei-Shin
    Chen, Ta-Tau
    2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010), 2010,
  • [28] The CPLD-based Takagi-Sugeno type fuzzy controller
    Oseli, Damjan
    Zimic, Nikolaj
    Elektrotehniski Vestnik/Electrotechnical Review, 2003, 70 (04): : 215 - 220
  • [29] Uncertainty Observer and Controller based on the Takagi-Sugeno Fuzzy Model
    Han, Hugang
    Hamasaki, Daisuke
    2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2018, : 2935 - 2940
  • [30] Optimal nonlinear filters based on the Takagi-Sugeno fuzzy model
    Kiriakidis, K
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 321 - 323
12345