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

Feature extraction method for classification of alertness and drowsiness states EEG signals

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A New Framework for Automatic Detection of Patients With Mild Cognitive Impairment Using Resting-State EEG Signals

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Automatic Digital Modulation Classification using Extreme Learning Machine with Local Binary Pattern Histogram Features

(2019) Ahmet Güner et al.   MEASUREMENT

An Effective Hybrid Model for EEG-Based Drowsiness Detection

(2019) Umit Budak et al.   IEEE SENSORS JOURNAL

Leaf-based plant species recognition based on improved local binary pattern and extreme learning machine

(2019) Muammer Turkoglu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Comparison of EMD, DWT and WPD for the localization of epileptogenic foci using Random Forest classifier

(2019) Abdulhamit Subasi et al.   MEASUREMENT

Use of features from RR-time series and EEG signals for automated classification of sleep stages in deep neural network framework

(2018) R.K. Tripathy et al.   Biocybernetics and Biomedical Engineering

Drowsiness Detection using Adaptive Hermite Decomposition and Extreme Learning Machine for Electroencephalogram Signals

(2018) Sachin Taran et al.   IEEE SENSORS JOURNAL

Subject-based feature extraction by using fisher WPD-CSP in brain–computer interfaces

(2016) Banghua Yang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Automatic detection of drowsiness in EEG records based on multimodal analysis

(2013) Agustina Garcés Correa et al.   MEDICAL ENGINEERING & PHYSICS

Log Energy Entropy-Based EEG Classification with Multilayer Neural Networks in Seizure

(2009) Serap Aydın et al.   ANNALS OF BIOMEDICAL ENGINEERING