Limits of Compartmental Models and New Opportunities for Machine Learning: A Case Study to Forecast the Second Wave of COVID-19 Hospitalizations in Lombardy, Italy.
Andrea GattoGabriele AccarinoValeria AloisiFrancesco ImmorlanoFrancesco DonatoGiovanni AloisioPublished in: Informatics (2021)
Keyphrases
- machine learning
- machine learning algorithms
- statistical models
- complex systems
- model selection
- machine learning models
- machine learning approaches
- parameter estimation
- neural network
- decision trees
- data mining
- probabilistic model
- supervised learning
- knowledge acquisition
- data analysis
- computer vision
- artificial intelligence
- statistical model
- learning algorithm
- machine learning methods
- mathematical models
- hybrid model
- information retrieval
- explanation based learning
- predictive model