Understanding Any Time Series Classifier with a Subsequence-based Explainer.
Francesco SpinnatoRiccardo GuidottiAnna MonrealeMirco NanniDino PedreschiFosca GiannottiPublished in: ACM Trans. Knowl. Discov. Data (2024)
Keyphrases
- dynamic time warping
- nearest neighbor classifier
- decision trees
- classification method
- training data
- feature set
- learning algorithm
- support vector
- feature space
- autoregressive
- training samples
- feature selection
- data sets
- classification process
- longest common subsequence
- classification scheme
- moving average
- pattern matching
- support vector machine
- training set
- similarity measure
- data mining