Interpretable time series neural representation for classification purposes.
Etienne Le NaourGhislain AgouaNicolas BaskiotisVincent GuiguePublished in: DSAA (2023)
Keyphrases
- classification scheme
- decision trees
- support vector machine svm
- neural network
- automatic classification
- machine learning
- pattern classification
- training samples
- support vector machine
- feature selection
- classification accuracy
- feature vectors
- feature space
- machine learning methods
- machine learning algorithms
- piecewise polynomial
- pattern representation
- network architecture
- feature extraction
- support vector
- classification rules
- classification algorithm
- class labels
- non stationary
- pattern recognition
- image representation
- unsupervised learning
- training set
- benchmark datasets
- classification method
- classification models
- model selection
- image classification
- symbolic representation
- robust classification
- knn