Optimal shapelets tree for time series interpretable classification.
Lorenzo BonaseraStefano GualandiPublished in: EURO J. Comput. Optim. (2024)
Keyphrases
- binary decision tree
- pattern recognition
- automatic classification
- classification method
- data mining tasks
- non stationary
- classification algorithm
- machine learning
- support vector machine svm
- classification accuracy
- dynamic programming
- support vector
- classification scheme
- decision tree learning algorithm
- autoregressive
- dynamic time warping
- pattern classification
- classification rules
- class labels
- tree structure
- benchmark datasets
- text classification
- feature set
- knowledge discovery
- data structure
- training data
- decision trees
- worst case
- optimal solution
- classification systems
- nearest neighbor algorithm
- decision tree classifiers
- multi variate
- feature selection