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 7 条
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  • [2] Proskuryakov A. Y., 2010, MUROM SCI J METHODS, V1, P21
  • [3] Proskuryakov A. Y, 2010, WORLD SCI DISCOVERIE, V6, P23
  • [4] Proskuryakov A. Y, 2012, NEYROKOMPYUTERNYYE S
  • [5] Proskuryakov A. Y, 2010, P 20 INT CRIM C MICR, V1, P308
  • [6] Proskuryakov A. Y., 2010, AVTOMATIZIROVANNYY A, V6, P28
  • [7] Proskuryakov A. Y., 2013, 23 INT CRIM C MICR E, P436