SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring

1 code implementation • 5 Jun 2023 • Amin Shoari Nejad, Rocío Alaiz-Rodríguez, Gerard D. McCarthy, Brian Kelleher, Anthony Grey, Andrew Parnell

We propose two models that are capable of performing multivariate spatio-temporal forecasting while handling missing data naturally without the need for imputation.

Imputation Spatio-Temporal Forecasting +1