FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification.
Mingyue ChengQi LiuZhiding LiuZhi LiYucong LuoEnhong ChenPublished in: CoRR (2023)
Keyphrases
- multiscale
- coarse to fine
- scale space
- natural images
- multivariate data
- hierarchical structure
- image representation
- multiple scales
- database
- hierarchical models
- edge detection
- image segmentation
- search engine
- neural network
- higher level
- hierarchical structures
- multiple representations
- representation scheme
- deep structure
- symbolic representation
- regression model
- unsupervised learning
- nearest neighbor
- multiresolution
- case study
- computer vision
- data sets