Multivariate times series classification through an interpretable representation.
Francisco Javier BaldanJosé Manuel BenítezPublished in: Inf. Sci. (2021)
Keyphrases
- classification rules
- machine learning
- image classification
- pattern recognition
- robust classification
- classification accuracy
- feature representation
- unsupervised learning
- image representation
- automatic classification
- support vector machine
- object classification
- feature vectors
- feature space
- support vector
- classification systems
- computer vision
- classification algorithm
- data mining
- regression model
- classification models
- classification scheme
- feature construction
- pattern representation
- support vector machine svm
- training samples
- feature selection
- model selection
- benchmark datasets
- feature extraction
- feature set
- dissimilarity representation
- data sets
- decision trees
- high dimensional
- multiresolution
- supervised learning
- document classification
- cost sensitive
- classification method
- decision rules