Convolutional Shapelet Transform: A new approach for time series shapelets.
Antoine GuillaumeChristel VrainWael ElloumiPublished in: CoRR (2021)
Keyphrases
- nearest neighbor algorithm
- explanatory power
- data mining tasks
- dynamic time warping
- nearest neighbor
- non stationary
- deep learning
- weather forecasting
- quasi periodic
- database
- multivariate time series
- single pass
- symbolic representation
- network architecture
- sparse coding
- stock market
- linear combination
- unsupervised learning
- generative model
- k nearest neighbor
- preprocessing