An Effective Method for Imbalanced Time Series Classification: Hybrid Sampling.
Guohua LiangPublished in: Australasian Conference on Artificial Intelligence (2013)
Keyphrases
- high accuracy
- high precision
- sampling strategy
- sampling methods
- clustering method
- optimization algorithm
- computationally efficient
- feature set
- experimental evaluation
- significant improvement
- pairwise
- support vector
- similarity measure
- probabilistic model
- classification accuracy
- dynamic programming
- synthetic data
- highly efficient
- neural network
- data sets