Cognitive load classification in learning tasks from hemodynamic responses using type-2 fuzzy sets.
Amiyangshu DeAmit KonarAmalesh SamantaSouvik BiswasAnca L. RalescuAtulya K. NagarPublished in: FUZZ-IEEE (2017)
Keyphrases
- fuzzy sets
- learning tasks
- cognitive load
- supervised learning
- machine learning
- machine learning algorithms
- rough sets
- membership functions
- pattern recognition
- fuzzy logic
- fuzzy set theory
- fuzzy decision trees
- computational intelligence
- transfer learning
- learning algorithm
- multi task
- classification accuracy
- fuzzy sets theory
- decision rules
- granular computing
- decision trees
- learning experience
- labeled and unlabeled data
- fuzzy rules
- fuzzy relations
- kernel methods
- text classification
- support vector machine
- multi label
- knn
- feature vectors
- feature extraction
- data analysis
- computer vision
- rough set theory
- kernel learning
- genetic algorithm
- real time
- image processing
- text mining
- learning outcomes
- semi supervised
- training samples
- nearest neighbor