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

Visibility Graph from Adaptive Optimal Kernel Time-Frequency Representation for Classification of Epileptiform EEG

(2017) Zhong-Ke Gao et al.   International Journal of Neural Systems

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

(2016) Zhendong Mu et al.   Entropy

Complex network analysis of time series

(2016) Zhong-Ke Gao et al.   EPL

Multiscale complex network for analyzing experimental multivariate time series

(2015) Zhong-Ke Gao et al.   EPL

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

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

Multi-Feature Authentication System Based on Event Evoked Electroencephalogram

(2015) Hu Jianfeng et al.   Journal of Medical Imaging and Health Informatics

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

Assessment of early onset of driver fatigue using multimodal fatigue measures in a static simulator

(2014) M. Jagannath et al.   APPLIED ERGONOMICS

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(2014) Tuan D Pham et al.   Biomedical Engineering Online

Automatic Sleep Stages Classification Using EEG Entropy Features and Unsupervised Pattern Analysis Techniques

(2014) Jose Rodríguez-Sotelo et al.   Entropy

Mobile Healthcare for Automatic Driving Sleep-Onset Detection Using Wavelet-Based EEG and Respiration Signals

(2014) Boon-Giin Lee et al.   SENSORS

Design of optimal ecosystem monitoring networks: hotspot detection and biodiversity patterns

(2014) Matteo Convertino et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

EEG-based detection and evaluation of fatigue caused by watching 3DTV

(2013) Chunxiao Chen et al.   DISPLAYS

Untangling drivers of species distributions: Global sensitivity and uncertainty analyses of MaxEnt

(2013) M. Convertino et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Detecting driver drowsiness using feature-level fusion and user-specific classification

(2013) Jaeik Jo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated Detection of Driver Fatigue Based on Entropy and Complexity Measures

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

Automatic detection of drowsiness in EEG records based on multimodal analysis

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

Performance analysis of support vector machines classifiers in breast cancer mammography recognition

(2013) Ahmad Taher Azar et al.   NEURAL COMPUTING & APPLICATIONS

Portfolio Decision Analysis Framework for Value-Focused Ecosystem Management

(2013) Matteo Convertino et al.   PLoS One

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

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

Automatic Stage Scoring of Single-Channel Sleep EEG by Using Multiscale Entropy and Autoregressive Models

(2012) Sheng-Fu Liang et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Automatic epileptic seizure detection in EEGs based on optimized sample entropy and extreme learning machine

(2012) Yuedong Song et al.   JOURNAL OF NEUROSCIENCE METHODS

Objective and subjective measures of sleepiness, and their associations with on-road driving events in shift workers

(2012) SUZANNE FTOUNI et al.   JOURNAL OF SLEEP RESEARCH

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

Regional brain wave activity changes associated with fatigue

(2012) Ashley Craig et al.   PSYCHOPHYSIOLOGY

Detecting Driver Drowsiness Based on Sensors: A Review

(2012) Arun Sahayadhas et al.   SENSORS

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

(2012) Anne-Laure Boulesteix et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Automated diagnosis of epileptic EEG using entropies

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

Investigation of mental fatigue through EEG signal processing based on nonlinear analysis: Symbolic dynamics

(2011) Mahdi Azarnoosh et al.   CHAOS SOLITONS & FRACTALS

EEG alpha spindle measures as indicators of driver fatigue under real traffic conditions

(2011) Michael Simon et al.   CLINICAL NEUROPHYSIOLOGY

EEG correlates of fatigue during administration of a neuropsychological test battery

(2011) Fiona Barwick et al.   CLINICAL NEUROPHYSIOLOGY

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

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

Driver Inattention Monitoring System for Intelligent Vehicles: A Review

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

Evaluation of driver fatigue on two channels of EEG data

(2011) Wei Li et al.   NEUROSCIENCE LETTERS

EEG-based estimation of mental fatigue by using KPCA–HMM and complexity parameters

(2010) Jianping Liu et al.   Biomedical Signal Processing and Control

Influence of the Autoregressive Model Order on Damage Detection

(2010) Eloi Figueiredo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Low frequency BOLD fluctuations during resting wakefulness and light sleep: A simultaneous EEG-fMRI study

(2007) Silvina G. Horovitz et al.   HUMAN BRAIN MAPPING

Information-theoretic sensitivity analysis: a general method for credit assignment in complex networks

(2007) N. Ludtke et al.   Journal of the Royal Society Interface