Software of Time Series Forecasting based on Combinations of Fuzzy and Statistical Models

被引：0
|
作者：
Afanasieva, T. [1 ]
Sapunkov, A. [1 ]
Afanasiev, A. [1 ]
机构：
[1] Ulyanovsk State Tech Univ, Informat Syst Dept, Ulyanovsk, Russia
来源：
INFORMATION TECHNOLOGY IN INDUSTRY | 2018年 / 6卷 / 01期
基金：
俄罗斯基础研究基金会;
关键词：
time series; fuzzy time series; software; forecasting model;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
The developed software is a web application with open access and is aimed on forecasting of time series stored in database. We proposed approach of time series forecasting, combined ARIMA models with fuzzy techniques: three fuzzy time series models, fuzzy transformation (F-transform) and ACL-scale. Applications of a proposed web service have demonstrated efficiency in practical time series predictions with suitable accuracy.
引用
收藏
页码：7 / 13
页数：7
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