Time Series Analysis Using Unsupervised Construction of Hierarchical Classifiers.
S. A. DolenkoYu. V. OrlovI. G. PersiantsevJu. S. ShugaiAnthony G. PipePublished in: FLAIRS Conference (2001)
Keyphrases
- supervised classification
- unsupervised learning
- support vector
- hierarchical models
- training data
- supervised training
- semi supervised
- data driven
- machine learning algorithms
- hierarchical clustering
- hierarchical model
- unsupervised manner
- classifier training
- feature set
- test set
- feature selection
- classification systems
- linear classifiers
- classification method
- hierarchical structure
- decision trees
- training set
- training samples
- naive bayes
- trained classifiers
- multi class
- multiple classifiers
- individual classifiers
- majority voting
- weakly supervised
- binary classifiers
- class labels
- logistic regression
- classification algorithm
- data sets
- machine learning methods