TCGformer: a temporal causal graph enhanced transformer model for multivariate financial time series forecasting
State-of-the-art time series forecasting models, particularly Transformers, often fail to capture the time-varying causal structures that govern interactions among financial institutions, limiting their predictive accuracy in complex environments. This article introduces the Temporal Causal Graph-En...
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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
PeerJ Inc.
2026-06-01
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| coleção: | PeerJ Computer Science |
| Assuntos: | |
| Acesso em linha: | https://peerj.com/articles/cs-3959.pdf |
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