A combination of statistical parameters for epileptic seizure detection and classification using VMD and NLTWSVM
Shang Zhang, Guangda Liu, Ruolan Xiao, Wenjie Cui, Jing Cai, Xinlei Hu, Yubing Sun, Jiqing Qiu, Qi Yuan
Topics & Concepts
KurtosisEpileptic seizurePattern recognition (psychology)SkewnessSupport vector machineArtificial intelligenceElectroencephalographyComputer scienceConfusion matrixHilbert–Huang transformEpilepsyMathematicsStatisticsSpeech recognitionWhite noisePsychologyNeuroscienceEEG and Brain-Computer InterfacesBlind Source Separation TechniquesMachine Learning in Bioinformatics