Early classification of time series using multi-objective optimization techniques.
Usue MoriAlexander MendiburuIsabel Marta MirandaJosé Antonio LozanoPublished in: Inf. Sci. (2019)
Keyphrases
- multi objective
- pattern recognition
- feature extraction
- support vector machine svm
- decision trees
- automatic classification
- multi objective optimization
- classification process
- decision rules
- classification accuracy
- particle swarm optimization
- conflicting objectives
- classification algorithm
- benchmark datasets
- optimization algorithm
- training samples
- image classification
- feature vectors
- support vector
- machine learning algorithms
- support vector machine
- feature space
- classification method
- classification models
- autoregressive
- objective function
- classification rate
- symbolic representation
- feature selection
- multiobjective optimization
- neural network