Lightweight Orthogonal Adaptive Multi-scale Decomposition for Enhanced Time Series Prediction
Transformer-based and multilayer-perceptron-based methods have emerged as leading approaches in time series forecasting. While transformer-based architectures demonstrate strength in modeling long-range dependencies, they encounter challenges with computational complexities and overfitting tendencie...
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| Principais autores: | , , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
American Association for the Advancement of Science (AAAS)
2026-01-01
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| Serier: | Intelligent Computing |
| Online adgang: | https://spj.science.org/doi/10.34133/icomputing.0363 |
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