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Applied Computer Systems
Volume 26 (2021): Issue 1 (May 2021)
Open Access
Time Series Smoothing Improving Forecasting
Vadim Romanuke
Vadim Romanuke
| Jun 04, 2021
Applied Computer Systems
Volume 26 (2021): Issue 1 (May 2021)
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Published Online:
Jun 04, 2021
Page range:
60 - 70
DOI:
https://doi.org/10.2478/acss-2021-0008
Keywords
Autoregressive integrated moving average (ARIMA)
,
downsampling
,
forecasting accuracy
,
long short-term memory (LSTM)
,
maximum absolute error (MaxAE)
,
root-mean-square error (RMSE)
,
smoothing
,
time series forecasting
© 2021 Vadim Romanuke, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
Vadim Romanuke
Polish Naval Academy
Gdynia, Poland