Driver fatigue detection based on prefrontal EEG using multi-entropy measures and hybrid model

Eyeblink recognition improves fatigue prediction from single-channel forehead EEG in a realistic sustained attention task

(2020) Li-Wei Ko et al.   Journal of Neural Engineering

Feature-level fusion approaches based on multimodal EEG data for depression recognition

(2020) Hanshu Cai et al.   Information Fusion

Accurate Fatigue Detection Based on Multiple Facial Morphological Features

(2019) Kangning Li et al.   Journal of Sensors

Asynchronous Control of P300-Based Brain–Computer Interfaces Using Sample Entropy

(2019) Víctor Martínez-Cagigal et al.   Entropy

Research on fatigue driving detection using forehead EEG based on adaptive multi-scale entropy

(2019) Haowen Luo et al.   Biomedical Signal Processing and Control

EEG-Based Spatio–Temporal Convolutional Neural Network for Driver Fatigue Evaluation

(2019) Zhongke Gao et al.   IEEE Transactions on Neural Networks and Learning Systems

Driver Fatigue Detection Through Chaotic Entropy Analysis of Cortical Sources Obtained From Scalp EEG Signals

(2019) Aritra Chaudhuri et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A hierarchical structure based on Stacking approach for skin lesion classification

(2019) Ghasem Shakourian Ghalejoogh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Inherent Fuzzy Entropy for the Improvement of EEG Complexity Evaluation

(2018) Zehong Cao et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Toward Drowsiness Detection Using Non-hair-Bearing EEG-Based Brain-Computer Interfaces

(2018) Chun-Shu Wei et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Portable Drowsiness Detection through Use of a Prefrontal Single-Channel Electroencephalogram

(2018) Mikito Ogino et al.   SENSORS

Towards Detection of Bus Driver Fatigue Based on Robust Visual Analysis of Eye State

(2017) Bappaditya Mandal et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Driving Fatigue Detecting Based on EEG Signals of Forehead Area

(2017) Zhendong Mu et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A Hybrid Approach to Detect Driver Drowsiness Utilizing Physiological Signals to Improve System Performance and Wearability

(2017) Muhammad Awais et al.   SENSORS

Online Detection of Driver Fatigue Using Steering Wheel Angles for Real Driving Conditions

(2017) Zuojin Li et al.   SENSORS

Improving EEG-Based Driver Fatigue Classification Using Sparse-Deep Belief Networks

(2017) Rifai Chai et al.   Frontiers in Neuroscience

Driver fatigue detection through multiple entropy fusion analysis in an EEG-based system

(2017) Jianliang Min et al.   PLoS One

Discrimination and classification of focal and non-focal EEG signals using entropy-based features in the EMD-DWT domain

(2016) Anindya Bijoy Das et al.   Biomedical Signal Processing and Control

EEG-Based Person Authentication Using a Fuzzy Entropy-Related Approach with Two Electrodes

(2016) Zhendong Mu et al.   Entropy

Exploring Neuro-Physiological Correlates of Drivers' Mental Fatigue Caused by Sleep Deprivation Using Simultaneous EEG, ECG, and fNIRS Data

(2016) Sangtae Ahn et al.   Frontiers in Human Neuroscience

Comparative Study of Wavelet-Based Unsupervised Ocular Artifact Removal Techniques for Single-Channel EEG Data

(2016) Saleha Khatun et al.   IEEE Journal of Translational Engineering in Health and Medicine-JTEHM

Real-time illumination invariant lane detection for lane departure warning system

(2015) Jongin Son et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automatic detection of alertness/drowsiness from physiological signals using wavelet-based nonlinear features and machine learning

(2015) Lan-lan Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Identifying changes in EEG information transfer during drowsy driving by transfer entropy

(2015) Chih-Sheng Huang et al.   Frontiers in Human Neuroscience

The detection of epileptic seizure signals based on fuzzy entropy

(2015) Jie Xiang et al.   JOURNAL OF NEUROSCIENCE METHODS

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review

(2015) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

EEG entropy measures in anesthesia

(2015) Zhenhu Liang et al.   Frontiers in Computational Neuroscience

Automated Detection of Driver Fatigue Based on Entropy and Complexity Measures

(2013) Chi Zhang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

iEzy-Drug: A Web Server for Identifying the Interaction between Enzymes and Drugs in Cellular Networking

(2013) Jian-Liang Min et al.   Biomed Research International

The Appropriate Use of Approximate Entropy and Sample Entropy with Short Data Sets

(2012) Jennifer M. Yentes et al.   ANNALS OF BIOMEDICAL ENGINEERING

Bearing Fault Diagnosis Based on Multiscale Permutation Entropy and Support Vector Machine

(2012) Shuen-De Wu et al.   Entropy

Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness

(2012) Gianluca Borghini et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Fast computation of sample entropy and approximate entropy in biomedicine

(2011) Yu-Hsiang Pan et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Driver Inattention Monitoring System for Intelligent Vehicles: A Review

(2011) Yanchao Dong et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Stock index forecasting based on a hybrid model

(2011) Ju-Jie Wang et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

Functional network changes associated with sleep deprivation and fatigue during simulated driving: Validation using blood biomarkers

(2010) Sibsambhu Kar et al.   CLINICAL NEUROPHYSIOLOGY

Transfer entropy—a model-free measure of effective connectivity for the neurosciences

(2010) Raul Vicente et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Symbolic Transfer Entropy

(2008) Matthäus Staniek et al.   PHYSICAL REVIEW LETTERS