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cs.LG2022
An integrated recurrent neural network and regression model with spatial and climatic couplings for vector-borne disease dynamics
Zhijian Li, Jack Xin, Guofa Zhou
We developed an integrated recurrent neural network and nonlinear regression spatio-temporal model for vector-borne disease evolution. We take into account climate data and seasona…
cs.LG2020
A Spatial-Temporal Graph Based Hybrid Infectious Disease Model with Application to COVID-19
Yunling Zheng, Zhijian Li, Jack Xin +1
As the COVID-19 pandemic evolves, reliable prediction plays an important role for policy making. The classical infectious disease model SEIR (susceptible-exposed-infectious-recover…