CMGM: A novel cross-market assets and multi-market modeling graph neural networks for financial market forecasting leveraging market states dependencies

The use of artificial intelligence (AI) in different financial services, such as financial technology (FinTech), is uprooting conventional ways and bringing novel alternatives. The latest trends in stock price forecasting are the use of Graph Neural Networks (GNN). However, these methods are still o...

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Bibliographic Details

Published in:	Alexandria Engineering Journal
Main Authors:	Zeeshan Ali, Yasmeen Ansari, Maryam Bukhari, Muazzam Maqsood, Sungwoo Park, Seungmin Rho
Format:	Article
Language:	English
Published:	Elsevier 2025-09-01
Subjects:	Stock Price Forecasting Graph neural Networks CMGM Market State dependencies Within and Cross-asset correlations Multi-market simulation
Online Access:	http://www.sciencedirect.com/science/article/pii/S1110016825009226