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Epicasting: An Ensemble Wavelet Neural Network (EWNet) for Forecasting Epidemics. (arXiv:2206.10696v2 [cs.LG] UPDATED)
cs.LG updates on arXiv.org arxiv.org
Infectious diseases remain among the top contributors to human illness and
death worldwide, among which many diseases produce epidemic waves of infection.
The unavailability of specific drugs and ready-to-use vaccines to prevent most
of these epidemics makes the situation worse. These force public health
officials and policymakers to rely on early warning systems generated by
reliable and accurate forecasts of epidemics. Accurate forecasts of epidemics
can assist stakeholders in tailoring countermeasures, such as vaccination
campaigns, staff scheduling, and resource allocation, …
arxiv ensemble epidemics forecasting lg network neural network