Replacing radiative transfer models by surrogate approximations through machine learning.
Jochem VerrelstJuan Pablo RiveraJosé Gómez-DansGustau Camps-VallsJosé F. MorenoPublished in: IGARSS (2015)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- probabilistic model
- knowledge acquisition
- machine learning approaches
- pattern recognition
- support vector machine
- text classification
- feature selection
- information systems
- variational methods
- artificial intelligence
- parametric models
- learning models
- random fields
- classification models
- bayesian framework
- learning problems
- complex systems
- neural network
- supervised learning
- decision trees
- active learning