A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies

Li Jiang, Ting Zhang, Qiruyi Zuo +4

Spatiotemporal (ST) data collected by sensors can be represented as multi-variate time series, which is a sequence of data points listed in an order of time. Despite the vast amoun…