Intelligent system for time series forecasting

被引：4
|
作者：
Proskuryakov, A. [1 ]
机构：
[1] Vladimir State Univ Murom, Syst Murom Inst, Vladimir, Russia
来源：
XII INTERNATIONAL SYMPOSIUM INTELLIGENT SYSTEMS 2016, (INTELS 2016) | 2017年 / 103卷
关键词：
time series; forecasting; artificial neural networks; wavelet transform;
D O I：
10.1016/j.procs.2017.01.122
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The paper presents a mathematical model of processing and forecasting time series data. The mathematical model based on the methods of artificial neural networks and preliminary data processing using wavelet transforms discribed. (C) 2017 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license
引用
收藏
页码：363 / 369
页数：7
相关论文
共 50 条
  • [41] Neuro-Fuzzy System for chaotic time series forecasting
    Masulli, F
    Studer, L
    APPLICATIONS OF SOFT COMPUTING, 1997, 3165 : 204 - 215
  • [42] A constructive-fuzzy system modeling for time series forecasting
    Luna, Ivette
    Soares, Secundino
    Ballini, Rosangela
    2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 2913 - +
  • [43] Quantum Time Series Forecasting
    Gohel, Prashant
    Joshi, Manjunath
    SIXTEENTH INTERNATIONAL CONFERENCE ON MACHINE VISION, ICMV 2023, 2024, 13072
  • [44] Time-series forecasting
    Nikolopoulos, K
    INTERNATIONAL JOURNAL OF FORECASTING, 2003, 19 (04) : 754 - 755
  • [45] A Time Series Forecasting Method
    Wang, Zhao-Yu
    Lin, Yu-Chun
    Lee, Shie-Jue
    Lai, Chih-Chin
    4TH ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS (ITA 2017), 2017, 12
  • [46] Introduction to time series and forecasting
    Oller, LE
    INTERNATIONAL JOURNAL OF FORECASTING, 1998, 14 (02) : 300 - 301
  • [47] Forecasting functional time series
    Rob J. Hyndman
    Han Lin Shang
    Journal of the Korean Statistical Society, 2009, 38 : 199 - 211
  • [48] Priors for time series forecasting
    Zhou Jingjing
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 171 - 174
  • [49] Uninetworks in Time Series Forecasting
    Hell, Michel
    Gomide, Fernando
    Ballini, Rosangela
    Costa, Pyramo, Jr.
    2009 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, 2009, : 226 - +
  • [50] Time Series Analysis and Forecasting
    Kostenko, Andrey
    INTERNATIONAL JOURNAL OF FORECASTING, 2012, 28 (03) : 764 - 765
12345