A nearest neighbor-based active learning method and its application to time series classification.
Hyukjun GweonHao YuPublished in: Pattern Recognit. Lett. (2021)
Keyphrases
- nearest neighbor
- active learning
- preprocessing
- synthetic data
- pairwise
- support vector machine
- experimental evaluation
- pool based active learning
- neural network
- high precision
- edge detection
- computational cost
- learning algorithm
- significant improvement
- high dimensional
- objective function
- training samples
- similarity measure
- classification method
- image sequences