Performance evaluation of DWT based sigmoid entropy in time and frequency domains for automated detection of epileptic seizures using SVM classifier.
Shivarudhrappa RaghuNatarajan SriraamYasin TemelShyam Vasudeva RaoAlangar Satyaranjandas HegdePieter Leonard KubbenPublished in: Comput. Biol. Medicine (2019)
Keyphrases
- svm classifier
- automated detection
- support vector machine
- support vector machine svm
- low frequency
- automated analysis
- support vector
- feature vectors
- image classification
- lung cancer
- discrete wavelet transform
- multiresolution
- high frequency
- real world
- ultrasonic images
- svm classification
- subband
- training set
- kernel function
- semi supervised
- informative features
- epileptic seizures
- k nearest neighbor
- feature extraction
- image processing
- neural network
- frequency domain
- decision trees
- feature selection
- support vector machine classifier