Time series shapelets: a novel technique that allows accurate, interpretable and fast classification.
Lexiang YeEamonn J. KeoghPublished in: Data Min. Knowl. Discov. (2011)
Keyphrases
- accurate classification
- class labels
- nearest neighbor algorithm
- classification systems
- text classification
- supervised learning
- classification accuracy
- feature extraction
- pattern recognition
- support vector
- classification method
- decision trees
- automatic classification
- classification rules
- machine learning
- support vector machine svm
- training set
- classification scheme
- data mining tasks
- highly accurate
- support vector machine
- feature vectors
- feature space
- high quality
- object classification
- document classification
- pattern classification
- dimensionality reduction
- machine learning methods
- classification algorithm
- svm classifier
- computationally efficient