Výsledky vyhledávání

Oil is one of the signiﬁcant energy resources for the majority of the world’s states, so many of them monitor and analyze the price of black gold. Currently, there are such organizations of oil exporting countries as OPEC and OPEC+, which for a l

Externí odkaz: https://doaj.org/article/d5bf925aa51c445dae395ffbe9f6cfea

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Akademický článek

Multistep Brent oil price forecasting with a multi-aspect aeta-heuristic optimization and ensemble deep learning model

Autor: Mohammed Alruqimi, Luca Di Persio

Publikováno v: Energy Informatics, Vol 7, Iss 1, Pp 1-19 (2024)

Abstract Accurate crude oil price forecasting is crucial for various economic activities, including energy trading, risk management, and investment planning. Although deep learning models have emerged as powerful tools for crude oil price forecasting

Externí odkaz: https://doaj.org/article/0974a3fe535b4d52b417404daaa8c512

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Akademický článek

Causality relationships between climate policy uncertainty, renewable energy stocks, and oil prices: a mixed-frequency causality analysis

Autor: Leila Hedhili Zaier, Khaled Mokni, Ahdi Noomen Ajmi

Publikováno v: Future Business Journal, Vol 10, Iss 1, Pp 1-11 (2024)

Abstract This paper investigates the predictive relationships among climate policy uncertainty (CPU), oil prices, and renewable energy (RE) stock market returns, particularly highlighting the challenges posed by the varying data frequencies of these

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Akademický článek

Prediction OPEC oil price utilizing long short-term memory and multi-layer perceptron models

Autor: Hiyam Abdulrahim, Safiya Mukhtar Alshibani, Omer Ibrahim, Azhari A. Elhag

Publikováno v: Alexandria Engineering Journal, Vol 110, Iss , Pp 607-612 (2025)

The present study undertakes a comprehensive assessment of two predictive models, namely Long Short-Term Memory (LSTM) and Multi-layer Perceptron (MLP), with a specific emphasis on their effectiveness in predicting oil prices, particularly those of t

Externí odkaz: https://doaj.org/article/88528d8ccd8e4f0f80c40fad3ebbcf2b

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