Abstract: Recent advancements in sensor technology have made it increasingly feasible to collect long-term, continuous data. However, challenges related to data completeness, timeliness, and quality ...

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 ...