12 citations · 22 across the 5 of their papers we have counts for
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cs.LG2021★ 3 cited
Deep Learning with Kernel Flow Regularization for Time Series Forecasting
Mahdy Shirdel, Reza Asadi, Duc Do +1
Long Short-Term Memory (LSTM) neural networks have been widely used for time series forecasting problems. However, LSTMs are prone to overfitting and performance reduction during t…
cs.LG2021★ 1 cited
Clustering of Time Series Data with Prior Geographical Information
Reza Asadi, Amelia Regan
Time Series data are broadly studied in various domains of transportation systems. Traffic data area challenging example of spatio-temporal data, as it is multi-variate time series…