Reliable early classification of time series based on discriminating the classes over time.
Usue MoriAlexander MendiburuEamonn J. KeoghJosé Antonio LozanoPublished in: Data Min. Knowl. Discov. (2017)
Keyphrases
- class labels
- pattern recognition
- image classification
- feature space
- classification systems
- classification accuracy
- machine learning
- class membership
- decision trees
- feature vectors
- support vector machine svm
- classification rate
- pattern classification
- classification method
- benchmark datasets
- non stationary
- text classification
- multi variate
- multiple classes
- single class
- classification process
- binary classification tasks
- svm classifier
- classification scheme
- classification models
- machine learning methods
- cost effective
- decision rules
- model selection
- feature set
- training set
- feature selection