A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models.
Dianbo LiuLeonardo ClementeCanelle PoirierXiyu DingMatteo ChinazziJessica T. DavisAlessandro VespignaniMauricio SantillanaPublished in: CoRR (2020)
Keyphrases
- machine learning
- real time
- statistical methods
- machine learning methods
- machine learning algorithms
- statistical machine learning
- data mining
- model selection
- artificial intelligence
- information extraction
- text classification
- complex systems
- statistical models
- computer vision
- machine learning approaches
- machine learning models
- probabilistic model
- control system
- short term
- search engine
- prediction model
- learning models
- mathematical models
- predictive model