Early classification of multivariate temporal observations by extraction of interpretable shapelets.
Mohamed F. GhalwashZoran ObradovicPublished in: BMC Bioinform. (2012)
Keyphrases
- classification rules
- classification accuracy
- pattern recognition
- svm classifier
- pattern classification
- automatic classification
- training set
- classification algorithm
- classification scheme
- text classification
- classification models
- supervised learning
- machine learning
- feature selection
- benchmark datasets
- regression model
- feature vectors
- decision rules
- spatial and temporal
- decision trees
- temporal reasoning
- classification systems
- explanatory power
- classification process
- supervised machine learning
- feature extraction and classification
- temporal constraints
- dimension reduction
- classification method
- cross validation
- image classification
- support vector machine
- spatio temporal
- association rules
- support vector