Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series

2020 ◽  
Vol 86 ◽  
pp. 105837 ◽  
Author(s):  
Matheus Henrique Dal Molin Ribeiro ◽  
Leandro dos Santos Coelho
Author(s):  
Bin Zhao ◽  
◽  
Xia Jiang ◽  
Jinming Cao ◽  
◽  
...  

Since receiving unexplained pneumonia patients at the Jinyintan Hospital in Wuhan, China in December 2019, the new coronavirus (COVID-19) has rapidly spread in Wuhan, China and spread to the entire China and some neighboring countries. We establish the dynamics model of infectious diseases and time series model to predict the trend and short-term prediction of the transmission of COVID-19, which will be conducive to the intervention and prevention of COVID-19 by departments at all levels in mainland China and buy more time for clinical trials.


2016 ◽  
Vol 47 ◽  
pp. 05001 ◽  
Author(s):  
Hazrul Abdul Hamid ◽  
Ahmad Shukri Yahaya ◽  
Nor Azam Ramli ◽  
Ahmad Zia Ul-Saufie ◽  
Mohd Norazam Yasin

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