Self-Supervised Learning for Sleep Stage Classification with Temporal Augmentation and False Negative Suppression.
Fangyao ShenZehao ZhangYong PengHongjie GuoLina ChenHong GaoPublished in: ICASSP (2024)
Keyphrases
- false negative
- sleep stage
- false positives
- learning algorithm
- supervised learning
- unsupervised learning
- online learning
- learning process
- learning systems
- incremental learning
- inductive inference
- learning tasks
- classification accuracy
- machine learning
- reinforcement learning
- feature extraction
- decision trees
- face recognition
- rule learning
- structured output
- learning problems
- classification algorithm
- machine learning methods
- e learning
- model selection
- computational cost
- temporal reasoning
- roc curve
- prior knowledge
- feature selection
- feature vectors
- discriminative learning
- spatio temporal
- multi category
- false negative rate
- feature space