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Ahelegbey DF

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Articles

TCGformer: a temporal causal graph enhanced transformer model for multivariate financial time series forecasting

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By Shaofang Li, Sihua Tian, Ahelegbey DF
| PeerJ
Forecasting complex multivariate time series is a fundamental challenge in knowledge engineering (Tino & Dorffner, 2001). This problem is particularly acute in financial markets, where accurate prediction of stock prices plays a pivotal role in anticipating and mitigating cascading failures within financial markets (Cerchiello & Giudici, 2016; Ahelegbey, Cerchiello & Scaramozzino, 2022).
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