In many public healthcare systems, particularly in resource-constrained environments, time-series forecasting models offer a practical, interpretable, and evidence-based alternative (Stacey et al., ...
The Wheel of Time by Robert Jordan is one of those epic fantasy series that is often spoken of in the same breath as The Lord of the Rings. It is a story filled with its own dramatic history, lands, ...
Toto is a foundation model for multivariate time series forecasting with a focus on observability metrics. Toto 2.0 is the current recommended release, featuring a family of u-μP-scaled models ranging ...
Abstract: Multivariate time series anomaly detection is crucial in sensitive domains such as cybersecurity and grid monitoring, significantly contributing to the reliability and safety of system ...
Abstract: This study introduces an innovative air quality prediction model, TD-CS-Transformer, which fuses time series decomposition and convolutional sparse self-attention Transformer model. It ...
The project implements the full forecasting pipeline proposed in the manuscript, including entropy-enhanced concept drift detection, CEEMDAN decomposition, particle swarm optimization, bidirectional ...
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