An optimised machine learning algorithm for classification of epileptic seizures using EMD-based dynamic features of EEG.
Sateesh Kumar Reddy ChirasaniSuchetha ManikandanPublished in: Int. J. Ad Hoc Ubiquitous Comput. (2022)
Keyphrases
- eeg signals
- epileptic seizures
- learning algorithm
- machine learning
- machine learning algorithms
- empirical mode decomposition
- training samples
- classification accuracy
- support vector
- supervised learning
- generalization ability
- brain computer interface
- pattern recognition
- classification algorithm
- nearest neighbour algorithm
- motor imagery
- information preserving
- neural network
- reinforcement learning
- feature extraction
- support vector machine
- feature vectors
- machine learning methods
- pattern classification
- training set
- feature space
- training data
- eeg data
- distance measure
- decision trees
- computer vision
- data mining