Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate.
Minyoung BaeYooju ShinYoungeun NamYoungseop LeeJae-Gil LeePublished in: KDD (2024)
Keyphrases
- semi supervised learning
- sampling rate
- unlabeled data
- semi supervised
- labeled data
- supervised learning
- unsupervised learning
- semi supervised classification
- machine learning
- training data
- label propagation
- manifold regularization
- active learning
- semi supervised learning methods
- improve the classification accuracy
- learning models
- data mining
- co training
- labeled and unlabeled data
- graph based semi supervised learning
- domain adaptation
- transfer learning
- graph construction
- unlabeled samples
- high speed
- semi supervised learning algorithms
- training set
- feature selection