High-Performance Time Series Prediction With Predictive Error Compensated Wavelet Neural Networks

High-Performance Time Series Prediction With Predictive Error Compensated Wavelet Neural Networks

Machine learning (ML) algorithms have gained prominence in time series prediction problems. Depending on the nature of the time series data, it can be difficult to build an accurate ML model with the proper structure and hyperparameters. In this study, we propose a predictive error compensation wave...

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Bibliographic Details
Main Authors: Burak Berk Ustundag, Ajla Kulaglic
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Box-Jenkins
discrete wavelet transform
drought forecasting
Lorenz Attractor
Mackey-Glass
neural networks
Online Access:https://ieeexplore.ieee.org/document/9269330/

Internet

https://ieeexplore.ieee.org/document/9269330/

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