Inspec keywords: least squares approximations; support vector machines; transforms; statistical analysis; electroencephalography; feature extraction; medical signal processing; medical disorders; entropy; medical signal detection; signal classification

Other keywords: classification accuracy; benchmark Epileptic EEG database; statistical feature; permutation entropy; epileptic seizure detection; histogram feature; brain signal data; electroencephalogram; computer-aided detection system; automatic detection; brain signal analysis; Bonn University EEG data; EEG signal transformation; least square support vector machine; Hermite transformation

Subjects: Integral transforms in numerical analysis; Digital signal processing; Interpolation and function approximation (numerical analysis); Probability theory, stochastic processes, and statistics; Electrodiagnostics and other electrical measurement techniques; Knowledge engineering techniques; Integral transforms in numerical analysis; Bioelectric signals; Other topics in statistics; Biology and medical computing; Electrical activity in neurophysiological processes; Other topics in statistics; Interpolation and function approximation (numerical analysis)