Hierarchical multi-class SVM with ELM kernel for epileptic EEG signal classification

Classification of ictal and seizure-free EEG signals using fractional linear prediction

(2013) Varun Joshi et al.   Biomedical Signal Processing and Control

Automated diagnosis of epileptic EEG using entropies

(2011) U. Rajendra Acharya et al.   Biomedical Signal Processing and Control

Classification of electroencephalogram signals with combined time and frequency features

(2011) Zafer Iscan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detection of epileptic electroencephalogram based on Permutation Entropy and Support Vector Machines

(2011) Nicoletta Nicolaou et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detection of seizures in EEG using subband nonlinear parameters and genetic algorithm

(2010) Kai-Cheng Hsu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

EEG signal classification using PCA, ICA, LDA and support vector machines

(2010) Abdulhamit Subasi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Epileptic seizure detection using multiwavelet transform based approximate entropy and artificial neural networks

(2010) Ling Guo et al.   JOURNAL OF NEUROSCIENCE METHODS

Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks

(2010) Ling Guo et al.   JOURNAL OF NEUROSCIENCE METHODS

Combination of EEG Complexity and Spectral Analysis for Epilepsy Diagnosis and Seizure Detection

(2010) Sheng-Fu Liang et al.   EURASIP Journal on Advances in Signal Processing

Least squares support vector machine employing model-based methods coefficients for analysis of EEG signals

(2009) Elif Derya Übeyli˙   EXPERT SYSTEMS WITH APPLICATIONS

OP-ELM: Optimally Pruned Extreme Learning Machine

(2009) Yoan Miche et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Automatic detection of epileptic seizures in EEG using discrete wavelet transform and approximate entropy

(2008) Hasan Ocak   EXPERT SYSTEMS WITH APPLICATIONS

Cross-correlation aided support vector machine classifier for classification of EEG signals

(2007) Suryannarayana Chandaka et al.   EXPERT SYSTEMS WITH APPLICATIONS