Unsupervised selection of training plots and trees for tree species classification.
Michele DalponteLiviu Theodor EneHans Ole ØrkaTerje GobakkenErik NæssetPublished in: IGARSS (2013)
Keyphrases
- supervised learning
- decision trees
- phylogenetic trees
- training set
- tree structure
- training phase
- unsupervised learning
- machine learning
- supervised classification
- classification trees
- training samples
- training process
- tree structures
- supervised training
- feature space
- tree construction
- tree kernels
- classification accuracy
- unsupervised classification
- feature vectors
- gene trees
- decision tree learning
- restricted boltzmann machine
- tree models
- random selection
- fuzzy decision trees
- pattern recognition
- partially supervised
- binary tree
- image classification
- support vector machine
- tree induction
- training examples
- tree nodes
- rooted trees
- feature selection
- tree edit distance
- tree crown
- leaf nodes
- tree structured data
- tree representation
- tree automata
- classification method
- classification algorithm
- class labels
- index structure
- data structure
- learning algorithm