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

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

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 the Petroleum Exporting Countries (OPEC). In this s...

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Bibliographic Details
Main Authors: Hiyam Abdulrahim, Safiya Mukhtar Alshibani, Omer Ibrahim, Azhari A. Elhag
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Alexandria Engineering Journal
Subjects:
Statistics metrics
Prediction
Oil price
Long Short-Term Memory
Multilayer perceptron
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016824012134
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