Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning.
Naoto YokoyaPedram GhamisiJunshi XiaPublished in: IGARSS (2017)
Keyphrases
- data fusion
- multi source
- ensemble learning
- generalization ability
- ensemble classifier
- information fusion
- fusion method
- decision level
- multi sensor
- fusion algorithm
- ensemble methods
- support vector machine
- machine learning
- fusion process
- pattern recognition
- classification accuracy
- feature vectors
- support vector
- feature selection
- feature space
- text classification
- data sets
- support vector machine svm
- classification algorithm
- unlabeled data
- base classifiers
- bp neural network
- machine learning methods
- fusion model
- class labels
- training set
- learning algorithm
- machine learning algorithms
- training samples
- semi supervised learning
- image classification
- supervised learning
- fuzzy logic
- multi class
- data sources
- feature extraction
- image processing
- social networks
- neural network