Cost-Sensitive Deep Active Learning for Epileptic Seizure Detection.
Xuhui ChenJinlong JiTianxi JiPan LiPublished in: BCB (2018)
Keyphrases
- cost sensitive
- active learning
- uncertainty sampling
- epileptic seizures
- cost sensitive learning
- misclassification costs
- binary classification
- cost sensitive classification
- class imbalance
- multi class
- labeled data
- supervised learning
- random sampling
- class distribution
- learning algorithm
- confidence weighted
- semi supervised learning
- training examples
- semi supervised
- training set
- machine learning
- unlabeled data
- learning process
- neural network
- generalization error
- support vector machine
- eeg signals
- feature space
- pattern recognition
- feature selection
- computer vision