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- W4379540380 abstract "Accurate crude oil price prediction is crucial for financial decision-making. We propose a novel reservoir computing model for forecasting crude oil prices. It outperforms popular deep learning methods in most scenarios, as demonstrated through rigorous evaluation using daily closing price data from major stock market indices. Our model's competitive advantage is further validated by comparing it with recent deep-learning approaches. This study introduces innovative reservoir computing models for predicting crude oil prices, with practical implications for financial practitioners. By leveraging advanced techniques, market participants can enhance decision-making and gain valuable insights into crude oil market dynamics." @default.
- W4379540380 created "2023-06-07" @default.
- W4379540380 creator A5076789203 @default.
- W4379540380 date "2023-06-05" @default.
- W4379540380 modified "2023-09-23" @default.
- W4379540380 title "Forecasting Crude Oil Prices Using Reservoir Computing Models" @default.
- W4379540380 doi "https://doi.org/10.48550/arxiv.2306.03052" @default.
- W4379540380 hasPublicationYear "2023" @default.
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