Abstract: Time series forecasting plays a pivotal role in various domains such as finance, healthcare, and energy, where accurate predictions are critical for decision-making. This study presents a ...
Abstract: This paper focuses on the design and application of a multivariate financial time series prediction model based on the Transformer, with the goal of enhancing forecast accuracy and ...
Toto is a foundation model for multivariate time series forecasting with a focus on observability metrics. This model leverages innovative architectural designs to efficiently handle the ...