Description and prediction of time series: A general framework of Granular Computing

作者：

Highlights：

• Description and prediction of time series.

• Information granules based on time windows, amplitude and change of amplitude.

• Fuzzy relations to predict amplitude and change of amplitude.

• Several models of granular time series.

• Experiment results for public data.

摘要

•Description and prediction of time series.•Information granules based on time windows, amplitude and change of amplitude.•Fuzzy relations to predict amplitude and change of amplitude.•Several models of granular time series.•Experiment results for public data.

论文关键词：Time series prediction and description,Granular Computing,Information granules

论文评审过程：Available online 3 February 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.01.060