Search Results - "random sampling-based artificial signal augmentation"

Approach based on wavelet packet transform and 1D‐RMLBP for drowsiness detection using EEG

Authors: Ö.F. Alçin Malatya Turgut Özal University Institutional Repository

Contributors: Ö.F. Alçin Malatya Turgut Özal University Institutional Repository

Source: Electronics Letters. 56:1378-1381

Subject Terms: Logarithmic energy entropy, Extreme learning machine, Entropy, WPD, 0206 medical engineering, Medical signal detection, 1D-RMLBP, 02 engineering and technology, Wavelet packet transform decomposition, Wavelet transforms, Random sampling-based artificial signal augmentation, Polysomnographic EEG signals, 0202 electrical engineering, electronic engineering, information engineering, Nearest neighbour methods, Support vector machines, Drowsiness detection, Wearable technology, Electroencephalography, Support vector machine classifiers, Signal classification, One-dimensional region mean local binary pattern based feature extraction, MIT-BIH polysomnographic dataset, Camera-based biophysical signals, Medical signal processing, k-nearest neighbour classifier, Feature extraction, Vehicle alertness system

File Description: application/pdf

Access URL: https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/el.2020.2668
https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/el.2020.2668
https://digital-library.theiet.org/content/journals/10.1049/el.2020.2668
http://ui.adsabs.harvard.edu/abs/2020ElL....56.1378A/abstract

Approach based on wavelet packet transform and 1D-RMLBP for drowsiness detection using EEG.

Authors: Alçin, Ö. F.

Source: Electronics Letters (Wiley-Blackwell); 12/10/2020, Vol. 56 Issue 25, p1378-1381, 3p

Subject Terms: WAVELET transforms, DROWSINESS, ELECTROENCEPHALOGRAPHY, SUPPORT vector machines, FEATURE extraction, WEARABLE technology

Guest Editorial: Current Trends in Cognitive Science and Brain Computing Research and Applications.

Authors: Bajaj, Varun Sinha, G. R. Siuly, Siuly et al.

Source: Electronics Letters (Wiley-Blackwell); 12/10/2020, Vol. 56 Issue 25, p1354-1355, 2p

Subject Terms: COGNITIVE science, BIOMEDICAL signal processing, ELECTROENCEPHALOGRAPHY, FEATURE selection, FISHER discriminant analysis