A New Period-Sequential Index Forecasting Algorithm for Time Series Data

A New Period-Sequential Index Forecasting Algorithm for Time Series Data

A period-sequential index algorithm with sigma-pi neural network technology, which is called the (SPNN-PSI) method, is proposed for the prediction of time series datasets. Using the SPNN-PSI method, the cumulative electricity output (CEO) dataset, Volkswagen sales (VS) dataset, and electric motors e...

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Bibliographic Details
Main Authors: Hongyan Jiang, Dianjun Fang, Klaus Spicher, Feng Cheng, Boxing Li
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Applied Sciences
Subjects:
forecasting
time series data
period-sequential index algorithm
neural networks
Online Access:https://www.mdpi.com/2076-3417/9/20/4386

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