Classification of Electroencephalogram Signals Using Wavelet Transform and Particle Swarm Optimization.
Nasser Omer Sahel Ba-KaraitSiti Mariyam Hj. ShamsuddinRubita SudirmanPublished in: ICSI (2) (2014)
Keyphrases
- wavelet transform
- eeg signals
- particle swarm optimization
- power quality disturbance
- eeg data
- subband
- classification accuracy
- decision trees
- pattern recognition
- multiresolution
- pso algorithm
- multiscale
- feature extraction
- brain activity
- feature space
- pattern classification
- machine learning
- classification method
- multiresolution analysis
- particle swarm
- image coding
- signal processing
- feature vectors
- training set
- support vector
- feature selection
- support vector machine svm
- image compression
- image classification
- multi objective
- convergence speed
- image segmentation
- image processing
- healthy subjects
- genetic algorithm