Multiclass EEG data classification using fuzzy systems.
Thanh NguyenImali HettiarachchiAbbas KhosraviSyed Moshfeq SalakenAsim BhattiSaeid NahavandiPublished in: FUZZ-IEEE (2017)
Keyphrases
- multi class
- fuzzy systems
- multiclass classification
- eeg data
- support vector machine
- cost sensitive classification
- binary classifiers
- multiclass support vector machines
- multiple classes
- cost sensitive
- multiclass problems
- eeg signals
- feature selection
- error correcting output codes
- binary classification problems
- binary classification
- fuzzy rules
- computational intelligence
- evolutionary computation
- neural network
- classification accuracy
- fuzzy model
- independent component analysis
- soft computing
- rule base
- machine learning algorithms
- machine learning
- classification algorithm
- pattern recognition
- pairwise
- data sets
- feature extraction
- support vector
- feature space
- training set
- artificial neural networks
- nearest neighbor
- decision rules
- extracted features
- pattern classification
- classification rules
- feature set
- text classification
- decision trees
- learning algorithm
- class labels