Cognitive learner: An ensemble learning architecture for cognitive state classification.
Hazal MogultayFatos Tünay Yarman VuralPublished in: SIU (2017)
Keyphrases
- ensemble learning
- generalization ability
- cognitive states
- ensemble classifier
- base learners
- ensemble methods
- decision trees
- classification accuracy
- support vector
- pattern recognition
- support vector machine svm
- feature vectors
- machine learning
- base classifiers
- support vector machine
- brain images
- cognitive processes
- feature extraction
- image classification
- random forest
- svm classifier
- human subjects
- class labels
- classification algorithm
- information processing
- medical images
- supervised learning
- multi class
- feature selection
- learning algorithm
- human brain
- feature subset
- concept drift
- fuzzy logic
- mental states
- high dimensional