Classification of time series by shapelet transformation.
Jon HillsJason LinesEdgaras BaranauskasJames MappAnthony J. BagnallPublished in: Data Min. Knowl. Discov. (2014)
Keyphrases
- classification accuracy
- decision trees
- pattern classification
- automatic classification
- image classification
- support vector
- feature space
- feature extraction
- classification scheme
- classification models
- dimension reduction
- preprocessing
- supervised learning
- nearest neighbor algorithm
- machine learning algorithms
- classification systems
- classification rate
- classification process
- object classification
- text classification
- benchmark datasets
- model selection
- neural network
- feature set
- feature vectors
- pattern recognition
- similarity measure
- feature selection