Meteorological and human mobility data on predicting COVID-19 cases by a novel hybrid decomposition method with anomaly detection analysis: A case study in the capitals of Brazil

Tiago Tiburcio da Silva,Rodrigo Francisquini,Mariá C. V. Nascimento

Expert Systems with Applications（2021）

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摘要

•We analyze the correlation of meteorological and human mobility in Brazilian capitals.•We propose the EEMD-ARIMAX method to predict time series with independent variables.•We introduce an anomaly detection algorithm to adjust the prediction.

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关键词

COVID-19,EEMD,ARIMAX,Anomaly,Meteorological data,Human mobility data

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