Epileptic EEG signal classification using an improved VMD-based convolutional stacked autoencoder

Author:

Parija Sebamai,Dash Pradipta KishoreORCID,Bisoi Ranjeeta

Publisher

Springer Science and Business Media LLC

Reference45 articles.

1. World Health Organization (2012) Fact sheet on epilepsy [Online]. Available: http://www.who.int/mediacentre/factsheets/fs999/en/index.html

2. Polat K, Güneş S (2007) Classification of epileptiform EEG using a hybrid system based on decision tree classifier and fast Fourier transform. Appl Math Comput 187(2):1017–1026

3. Samiee K, Kovacs P, Gabbouj M (2014) Epileptic seizure classification of EEG time-series using rational discrete short-time Fourier transform. IEEE Trans Biomed Eng 62(2):541–552

4. Houssein EH, Hamad A, Hassanien AE, Fahmy AA (2019) Epileptic detection based on whale optimization enhanced support vector machine. J Inf Optim Sci 40(3):699–723

5. Wang L, Xue W, Li Y, Luo M, Huang J, Cui W, Huang C (2017) Automatic epileptic seizure detection in EEG signals using multi-domain feature extraction and nonlinear analysis. Entropy 19(6):222

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