Learning Inter-Annual Flood Loss Risk Models From Historical Flood Insurance Claims and Extreme Rainfall Data.
Joaquín SalasAnamitra SahaSai RavelaPublished in: CoRR (2022)
Keyphrases
- prior knowledge
- historical data
- learned models
- data sets
- accurate models
- learning models
- experimental data
- hidden variables
- training data
- database
- statistical analysis
- data sources
- background knowledge
- learning algorithm
- data collection
- knowledge acquisition
- data quality
- data structure
- early warning
- relational models
- active learning
- xml documents
- data analysis
- structured prediction
- health insurance
- human experts
- statistical methods
- learning systems
- high dimensional data
- generative model
- image data
- knowledge discovery
- end users
- probabilistic model
- neural network