LSTM Deep Learning vs ARIMA Algorithms for Univariate Time Series Forecasting: A case study

Author:

Youness Jouilil1ORCID,Driss Mentagui1

Affiliation:

1. Ibn Tofail University of Kenitra,Faculty of Sciences,Department of Mathematics,Morocco

Publisher

IEEE

Reference19 articles.

1. Structured attention networks;kim;International Conference on Learning Representations,0

2. Inflation and Income Inequality in Developed and Developing Countries;siami-namini;Southern Economic Association,0

3. The Impacts of Sector Growth and Monetary Policy on Income Inequality in Developing Countries

4. Log-Assisted Straggler-Aware I/O Scheduler for High-End Computing

5. Economic Growth, Poverty, and Income Inequality: Implications for Lower- and Middle-Income Countries in the Era of Globalization

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1. Contributions to Meteorological Forecasting: A Comparative Study of Machine Learning-Driven Temperature Predictions at Menara Station in Morocco;2024 11th International Conference on Wireless Networks and Mobile Communications (WINCOM);2024-07-23

2. Institutional Quality’s Impact on Moroccan Economic Growth: Insights from ARDL Modeling Approach;2023 9th International Conference on Optimization and Applications (ICOA);2023-10-05

3. Conditional Cash Transfers Evaluation Using Instrumental Variables Technique: Impact Of The Moroccan Tayssir Program On Child Labor;2023 9th International Conference on Optimization and Applications (ICOA);2023-10-05

4. Comparative Simulation Study of Classical and Machine Learning Techniques for Forecasting Time Series Data;International Journal of Online and Biomedical Engineering (iJOE);2023-06-27

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