Automatic Detection of Epilepsy and Seizure Using Multiclass Sparse Extreme Learning Machine Classification.
Yuanfa WangZunchao LiLichen FengChuang ZhengWenhao ZhangPublished in: Comput. Math. Methods Medicine (2017)
Keyphrases
- automatic detection
- multi class
- multiclass classification
- support vector machine
- eeg signals
- multi class classification
- extreme learning machine
- binary classifiers
- multiclass problems
- cost sensitive
- feature selection
- binary classification
- pairwise
- feature vectors
- pattern recognition
- support vector
- feature extraction
- supervised learning
- support vector machine svm
- machine learning algorithms
- feed forward neural networks
- training set
- machine learning
- model selection
- base classifiers
- classification accuracy
- high dimensional
- feature space
- classification algorithm
- support vector regression
- svm classifier
- data sets
- markov random field
- knn
- decision trees
- epileptic seizures