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PatchTSFL: Patch Fourier Enhanced Linear for Long-Term Time-Series Forecasting
Published 2025-01-01“…We conducted extensive experiments on nine widely-used long-term time series datasets, comparing PatchTSFL with state-of-the-art transformer-based models. Results demonstrate that PatchTSFL significantly improves forecasting accuracy (31.9% reduction in MSE and 19.0% reduction in MAE on average) while maintaining the lowest model complexity and runtime (4.3 times faster than FEDformer). …”
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1823
Synergistic Integration of Edge Computing and 6G Networks for Real-Time IoT Applications
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1825
Numerical Study of Chemo–Mechanical Coupling Behavior of Concrete
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Simulation Based Performance Assessment of Developing Heterarchical Control for a Flexible Assembly System
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Flexural behavior of RC beams strengthened with CFRP sheets and ECC layers
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Screening for retinopathy of prematurity in China: a five-year cohort study in seven screening centers
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Augmentation of Semantic Processes for Deep Learning Applications
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Design of an Improved Method for Visual Rendering in the Metaverse Using CIEM and MSRANet
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Dominant ionic currents in rabbit ventricular action potential dynamics.
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miRNA-29b-1-5p mediates an antiviral activity by targeting the HBV entry receptor in human hepatocytes
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