iTimes: Investigating Semisupervised Time Series Classification via Irregular Time Sampling.
Xuxin LiuFengbin ZhangHan LiuHaoyi FanPublished in: IEEE Trans. Ind. Informatics (2023)
Keyphrases
- sampling methods
- semi supervised
- random sampling
- sampling algorithm
- irregularly shaped
- semi supervised learning
- sample size
- multitask learning
- arbitrarily shaped
- sampling strategy
- video sequences
- labeled data
- neural network
- unlabeled data
- image pyramids
- sampling rate
- class imbalance
- dynamic time warping
- nearest neighbor
- learning process
- reinforcement learning
- case study
- artificial intelligence
- machine learning
- real world