Analysis of Transformer's Attention Behavior in Sleep Stage Classification and Limiting It to Improve Performance.
Dongyoung KimYoung Woong KoDong-Kyu KimJeong-Gun LeePublished in: IEEE Access (2024)
Keyphrases
- sleep stage
- pattern recognition
- classification accuracy
- automatic analysis
- support vector machine
- pattern analysis
- class labels
- expert systems
- data sets
- support vector machine svm
- pattern classification
- image classification
- behavior analysis
- classification process
- automatic classification
- classification models
- unsupervised learning
- semi supervised
- multi class
- feature space
- feature extraction
- data mining
- neural network