Explaining Any Time Series Classifier.
Riccardo GuidottiAnna MonrealeFrancesco SpinnatoDino PedreschiFosca GiannottiPublished in: CogMI (2020)
Keyphrases
- decision trees
- classification process
- classifier systems
- training data
- classification method
- support vector
- linear classifiers
- learning algorithm
- class labels
- svm classifier
- feature selection
- classification scheme
- training set
- support vector machine
- non stationary
- classification algorithm
- dynamic time warping
- multiple kernel learning
- multivariate time series
- learning phase
- nearest neighbor classifier
- data sets
- moving average
- bayesian classifier
- k nearest neighbor
- input data
- feature space
- genetic algorithm
- neural network