Using Machine Learning to Calibrate Storm-Scale Probabilistic Guidance of Severe Weather Hazards in the Warn-on-Forecast System.
Montgomery FloraCorey K. PotvinPatrick S. SkinnerShawn HandlerAmy McGovernPublished in: CoRR (2020)
Keyphrases
- weather prediction
- machine learning
- weather data
- short term
- long term
- early warning
- machine learning methods
- information extraction
- pattern recognition
- probabilistic model
- camera calibration
- feature selection
- learning systems
- machine learning algorithms
- learning problems
- knowledge acquisition
- decision support system
- text mining
- active learning
- computer science
- neural network
- learning algorithm
- weather conditions
- artificial intelligence
- explanation based learning
- computer vision
- decision making
- bayesian networks
- remote sensing
- uncertain data
- inductive learning
- artificial neural networks
- knowledge representation
- support vector machine
- air traffic
- supervised learning
- handling uncertainty
- weather forecast
- data mining