Semi-Supervised Support Vector Biophysical Parameter Estimation.
Gustavo Camps-VallsJordi Muñoz-MaríLuis Gómez-ChovaJavier Calpe-MaravillaPublished in: IGARSS (3) (2008)
Keyphrases
- parameter estimation
- semi supervised
- support vector
- model selection
- maximum likelihood
- markov random field
- cross validation
- least squares
- semi supervised learning
- parameter estimation algorithm
- labeled data
- em algorithm
- approximate inference
- pairwise
- hyperparameters
- multi view
- support vector machine
- expectation maximization
- parameters estimation
- active learning
- statistical models
- parameter values
- estimation problems
- ls svm
- maximum likelihood estimation
- random fields
- machine learning
- supervised learning
- posterior distribution
- feature selection
- generative model
- three dimensional
- feature space
- data mining
- probability distribution