Classification of electroencephalogram signal for the detection of epilepsy using Innovative Genetic Programming.
Harshit BhardwajAditi SakalleArpit BhardwajAruna TiwariPublished in: Expert Syst. J. Knowl. Eng. (2019)
Keyphrases
- genetic programming
- epileptic seizures
- eeg signals
- signal processing
- classification rules
- regression problems
- eeg data
- event related potentials
- pattern recognition
- feature selection
- decision trees
- evolutionary algorithm
- healthy subjects
- false alarms
- support vector machine svm
- evolutionary computation
- symbolic regression
- neyman pearson
- brain computer interface
- detection method
- machine learning
- genetic algorithm
- image classification
- supervised learning
- classification accuracy
- fitness function
- support vector
- brain activity
- feature extraction
- signal detection
- training data
- multi objective
- low signal to noise ratio
- support vector machine
- pattern classification
- signal to noise ratio
- detection algorithm
- neural network