EEG-based emotion classification using innovative features and combined SVM and HMM classifier.
Kairui GuoHenry CandraHairong YuHuiqi LiHung T. NguyenSteven W. SuPublished in: EMBC (2017)
Keyphrases
- svm classifier
- emotion classification
- feature space
- support vector machine
- support vector
- lexical features
- feature set
- support vector machine svm
- feature vectors
- training data
- feature selection
- hidden markov models
- feature extraction
- extracted features
- classification accuracy
- co occurrence
- classification algorithm
- kernel function
- text classifiers
- pattern recognition
- semantic information
- decision trees
- syntactic analysis
- eeg signals
- kernel methods
- class labels
- training examples
- probabilistic model