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cs.LG2023
Backbone-based Dynamic Graph Spatio-Temporal Network for Epidemic Forecasting
Junkai Mao, Yuexing Han, Gouhei Tanaka +1
Accurate epidemic forecasting is a critical task in controlling disease transmission. Many deep learning-based models focus only on static or dynamic graphs when constructing spati…
cs.LG2023★ 1 cited
MPSTAN: Metapopulation-based Spatio-Temporal Attention Network for Epidemic Forecasting
Junkai Mao, Yuexing Han, Bing Wang
Accurate epidemic forecasting plays a vital role for governments in developing effective prevention measures for suppressing epidemics. Most of the present spatio-temporal models c…