Semi-supervised classifier with projection graph embedding for motor imagery electroencephalogram recognition.
Tongguang NiChengbing HeXiaoqing GuPublished in: Multim. Tools Appl. (2024)
Keyphrases
- graph embedding
- semi supervised
- motor imagery
- brain computer interface
- eeg signals
- co training
- labeled data
- unsupervised learning
- semi supervised learning
- healthy subjects
- class labels
- label information
- pairwise
- eeg data
- supervised learning
- subspace learning
- active learning
- object recognition
- multiple instance learning
- unlabeled data
- brain activity
- feature selection
- data representation
- manifold learning
- decision trees
- feature extraction
- low dimensional
- pattern recognition
- pairwise constraints
- discriminant analysis
- training samples
- signal processing
- learning algorithm
- training data
- support vector machine
- labeled examples
- training examples
- feature set
- support vector
- geometric properties
- feature representation
- independent component analysis