Machine Learning Applications for Classification and Retrieval of Surface Parameters from GNSS-R.
Emanuele SantiSimone PettinatoDavide ComiteNazzareno PierdiccaLaura DenteLeila GuerrieroMaria Paola ClariziaNicolas FlouryPublished in: IGARSS (2023)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- supervised learning
- support vector machine
- decision trees
- machine learning algorithms
- feature selection
- supervised machine learning
- text classification
- classification method
- pattern classification
- support vector machine svm
- classification algorithm
- active learning
- image classification
- classification accuracy
- feature vectors
- machine learning approaches
- feature extraction
- search engine
- surface roughness
- information retrieval
- statistical learning
- classification scheme
- bayesian methods
- query expansion
- maximum likelihood
- feature space
- three dimensional
- computer vision
- unsupervised learning
- document retrieval
- data mining
- kernel methods
- semi supervised
- training set
- learning algorithm
- support vector