Efficient gasoline spot price prediction using hyperparameter optimization and ensemble machine learning approach
Md. Amir Hamja, Md Rakinus Sakib, Mahmudul Hasan, and Md Sabir Hossain
| Year of publication: |
2025
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| Authors: | Hamja, Md Amir ; Sakib, Md Rakinus ; Hasan, Mahmudul ; Hossain, Md Sabir |
| Published in: |
Machine Learning Technologies on Energy Economics and Finance : Energy and Sustainable Analytics, Volume 1. - Cham : Springer Nature Switzerland, ISBN 978-3-031-94862-6. - 2025, p. 285-313
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| Subject: | Energy price forecasting | Hyperparameter optimization | Stacking ensemble learning | Gasoline spot price analysis | Prognoseverfahren | Forecasting model | Künstliche Intelligenz | Artificial intelligence | Benzin | Gasoline | Energiepreis | Energy price | Strompreis | Electricity price | Preis | Price | Spotmarkt | Spot market | Neuronale Netze | Neural networks |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz im Buch ; Book section |
| Language: | English |
| Other identifiers: | 10.1007/978-3-031-94862-6_12 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015450336