Early Classification of Time Series by Simultaneously Optimizing the Accuracy and Earliness.
Usue MoriAlexander MendiburuSanjoy DasguptaJosé Antonio LozanoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- classification accuracy
- accuracy rate
- correct classification
- classification rate
- high accuracy
- predictive accuracy
- pattern recognition
- support vector
- image classification
- scheduling problem
- generalization ability
- fold cross validation
- classification scheme
- computational cost
- pattern classification
- roc curve
- feature vectors
- machine learning
- dynamic time warping
- support vector machine svm
- roc analysis
- single machine
- error rate
- neural network
- text classification
- feature selection
- decision trees
- prediction accuracy
- feature space
- np hard
- simultaneous optimization
- multi variate
- confusion matrix
- feature extraction
- training data
- parallel machines
- support vector machine
- upper bound
- supervised learning
- class labels
- benchmark datasets