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· 제목 : Predictive Models for Decision Support in the COVID-19 Crisis (Paperback)
· 분류 : 외국도서 > 기술공학 > 기술공학 > 산업공학
· ISBN : 9783030619121
· 쪽수 : 98쪽
· 출판일 : 2020-12-01
· 분류 : 외국도서 > 기술공학 > 기술공학 > 산업공학
· ISBN : 9783030619121
· 쪽수 : 98쪽
· 출판일 : 2020-12-01
목차
Chapter 1. Prediction for Decision Support during the COVID-19 Pandemic.- Chapter 2. Epidemiology Compartmental Models - SIR, SEIR and SEIR with Intervention.- Chapter 3. Forecasting COVID-19 Time Series based on an Auto Regressive Model.- Chapter 4. Nonlinear Prediction for the COVID-19 Data based on Quadratic Kalman Filtering.- Chapter 5. Arti?cial Intelligence Prediction for the COVID-19 Data based on LSTM Neural Networks and H2O AutoML.- Chapter 6. Predicting the Geographic Spread of the COVID-19 Pandemic: a case study from Brazil.
