Exploring shapelet transformation for time series classification in decision trees.
Willian ZalewskiFabiano SilvaAndré Gustavo MaletzkeCarlos Andres FerreroPublished in: Knowl. Based Syst. (2016)
Keyphrases
- decision trees
- decision tree induction
- predictive accuracy
- nearest neighbor algorithm
- feature construction
- random forest
- base classifiers
- real time
- nearest neighbor
- machine learning algorithms
- naive bayes
- classification rules
- training data
- machine learning
- data mining
- decision tree algorithm
- boosted decision trees
- transformation rules
- data mining methods
- linear transformation
- rule induction
- logistic regression
- databases