Combining spatial response features and machine learning classifiers for landslide susceptibility mapping.
Ruilong WeiChengming YeTianbo SuiYonggang GeYao LiJonathan LiPublished in: Int. J. Appl. Earth Obs. Geoinformation (2022)
Keyphrases
- machine learning
- feature set
- machine learning approaches
- machine learning methods
- spatial information
- feature selection
- feature extraction
- machine learning algorithms
- feature space
- extracted features
- spatial distribution
- supervised learning
- decision trees
- class labels
- feature generation
- input features
- spatio temporal
- classification models
- multiple classifiers
- feature vectors
- pattern recognition
- svm classifier
- data mining
- decision tree classifiers
- spatial and temporal
- spatial databases
- machine learning models
- training data
- support vector
- classification method
- active learning
- image features
- learning algorithm
- spatial data
- feature selection algorithms
- training examples
- linear classifiers
- multiple classifier systems
- spatial features
- feature values
- combining multiple
- natural language processing
- face detection
- classification algorithm