Multi-rule combination prediction of compositional data time series based on multivariate fuzzy time series model and its application

被引:0
|
作者
Huang, Huiling [1 ]
Tian, Yixiang [1 ]
Tao, Zhifu [2 ,3 ]
机构
[1] School of Management and Economics, University of Electronic Science and Technology of China, Sichuan, Chengdu,610000, China
[2] School of Big Data and Statistics, Anhui University, Anhui, Hefei,230601, China
[3] Center for Financial and Statistical Research, Anhui University, Anhui, Hefei,230601, China
关键词
55;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Multi-rule combination prediction of compositional data time series based on multivariate fuzzy time series model and its application
    Huang, Huiling
    Tian, Yixiang
    Tao, Zhifu
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 238
  • [2] A method of compositional data time series prediction integrating fuzzy time series analysis
    Tao Z.
    Tan W.
    Chen H.
    Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2023, 43 (05): : 1534 - 1544
  • [3] A novel multivariate time series combination prediction model
    Lian, Lian
    Tian, Zhongda
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2024, 53 (07) : 2253 - 2284
  • [4] A fuzzy rule based time series model
    Watanabe, N
    NAFIPS 2004: ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, VOLS 1AND 2: FUZZY SETS IN THE HEART OF THE CANADIAN ROCKIES, 2004, : 936 - 940
  • [5] The multi-rule & real-time training neural network model for time series forecasting problem
    Zhang, Xi-Zheng
    Xing, Li-Ning
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 3115 - +
  • [6] THE DATA-DRIVEN FUZZY COGNITIVE MAP MODEL AND ITS APPLICATION TO PREDICTION OF TIME SERIES
    Shan, Dan
    Lu, Wei
    Yang, Jianhua
    INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2018, 14 (05): : 1583 - 1602
  • [7] Dynamic panel fuzzy time series model and its application to econometric time series
    Dincer, Nevin Guler
    Ekici, Arzu
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2021, 133 : 30 - 47
  • [8] The Application of Multivariate Time Series ARIMAX Model on Economic Prediction
    Xu Yajing
    Li Xianglu
    RECENT ADVANCE IN STATISTICS APPLICATION AND RELATED AREAS, VOLS I AND II, 2009, : 1247 - 1252
  • [9] A novel high-order weighted fuzzy time series model and its application in nonlinear time series prediction
    Jiang, Ping
    Dong, Qingli
    Li, Peizhi
    Lian, Lanlan
    APPLIED SOFT COMPUTING, 2017, 55 : 44 - 62
  • [10] Compositional Dynamic Modelling for Counterfactual Prediction in Multivariate Time Series
    Li, Kevin
    Tierney, Graham
    Hellmayr, Christoph
    West, Mike
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2024,