Novel Approach Using Multi-Source Features and Attention Mechanism for Crude Oil Futures Price Prediction

As an emerging trading market, the crude oil futures market has exhibited substantial uncertainty since its inception. Influenced by macroeconomic and geopolitical factors, its price movements are highly nonlinear and nonstationary, making accurate forecasting challenging. Therefore, it is vital to...

Descripció completa

Dades bibliogràfiques

Autors principals:	Xin-Ying Liu, Ming-Ge Yang, Xiao-Zhen Liang, Juan Zhang
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2026-02-01
Col·lecció:	Computers
Matèries:	crude oil futures prices multi-source features search engine data attention mechanism deep learning model
Accés en línia:	https://www.mdpi.com/2073-431X/15/2/88
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!