Weighted Multi-task Learning in Classification Domain for Improving Brain-Computer Interface.
Mahnaz ArvanehLyudmila MihaylovaAhmed M. AzabPublished in: SMC (2018)
Keyphrases
- multi task learning
- brain computer interface
- motor imagery
- eeg signals
- transfer learning
- multi task
- eeg data
- learning tasks
- classification accuracy
- single trial
- gaussian processes
- machine learning
- multiple tasks
- decision trees
- supervised learning
- pattern recognition
- feature vectors
- machine learning algorithms
- support vector
- model selection
- computer vision
- multitask learning
- feature extraction
- classification models
- learning problems
- support vector machine
- cross validation
- image classification
- learning models
- pairwise
- feature space
- text categorization
- spatial filters
- neural network