12 citations · 22 across the 5 of their papers we have counts for
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cs.LG2019★ 12 cited
A convolution recurrent autoencoder for spatio-temporal missing data imputation
Reza Asadi, Amelia Regan
When sensors collect spatio-temporal data in a large geographical area, the existence of missing data cannot be escaped. Missing data negatively impacts the performance of data ana…
cs.LG2019★ 6 cited
A Spatial-Temporal Decomposition Based Deep Neural Network for Time Series Forecasting
Reza Asadi, Amelia Regan
Spatial time series forecasting problems arise in a broad range of applications, such as environmental and transportation problems. These problems are challenging because of the ex…