FastEE: Fast Ensembles of Elastic Distances for time series classification.
Chang Wei TanFrançois PetitjeanGeoffrey I. WebbPublished in: Data Min. Knowl. Discov. (2020)
Keyphrases
- ensemble methods
- distance measure
- sampling methods
- dynamic time warping
- distance function
- euclidean distance
- elastic matching
- imbalanced data
- ensemble learning
- neural network ensembles
- random forests
- geodesic distance
- nearest neighbor
- probabilistic model
- genetic algorithm
- machine learning methods
- similarity search
- machine learning algorithms
- dimensionality reduction
- regression trees
- maximum distance
- ensemble members
- ensemble selection
- neural network ensemble
- database