Multimodal Sensing and Computational Intelligence for Situation Awareness Classification in Autonomous Driving

Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review

(2021) Yueying Zhou et al.   IEEE Transactions on Cognitive and Developmental Systems

Evaluating advanced driver-assistance system trainings using driver performance, attention allocation, and neural efficiency measures

(2020) Maryam Zahabi et al.   APPLIED ERGONOMICS

Physiological Measurements of Situation Awareness: A Systematic Review

(2020) Ting Zhang et al.   HUMAN FACTORS

Monitoring Pilot’s Mental Workload Using ERPs and Spectral Power with a Six-Dry-Electrode EEG System in Real Flight Conditions

(2019) Frédéric Dehais et al.   SENSORS

Deep neural networks in psychiatry

(2019) Daniel Durstewitz et al.   MOLECULAR PSYCHIATRY

The wandering mind oscillates: EEG alpha power is enhanced during moments of mind-wandering

(2019) Rebecca J. Compton et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Effects of Neural Mechanisms of Pretask Resting EEG Alpha Information on Situational Awareness: A Functional Connectivity Approach

(2019) Ardaman Kaur et al.   HUMAN FACTORS

A Systematic Review and Meta-Analysis of Direct Objective Measures of Situation Awareness: A Comparison of SAGAT and SPAM

(2019) Mica R. Endsley   HUMAN FACTORS

Introduction matters: Manipulating trust in automation and reliance in automated driving

(2018) Moritz Körber et al.   APPLIED ERGONOMICS

Spatially Selective Alpha Oscillations Reveal Moment-by-Moment Trade-offs between Working Memory and Attention

(2018) Dirk van Moorselaar et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Examining the Relationship between Construction Workers’ Visual Attention and Situation Awareness under Fall and Tripping Hazard Conditions: Using Mobile Eye Tracking

(2018) Sogand Hasanzadeh et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Operator situation awareness and physiological states during offshore well control scenarios

(2018) Ranjana K. Mehta et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Examining the Relationship between Construction Workers’ Visual Attention and Situation Awareness under Fall and Tripping Hazard Conditions: Using Mobile Eye Tracking

(2018) Sogand Hasanzadeh et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Dissociable Decoding of Spatial Attention and Working Memory from EEG Oscillations and Sustained Potentials

(2017) Gi-Yeul Bae et al.   JOURNAL OF NEUROSCIENCE

Were they in the loop during automated driving? Links between visual attention and crash potential

(2016) Tyron Louw et al.   INJURY PREVENTION

Control of Upper-Limb Power-Assist Exoskeleton Using a Human-Robot Interface Based on Motion Intention Recognition

(2015) Jian Huang et al.   IEEE Transactions on Automation Science and Engineering

The PREP pipeline: standardized preprocessing for large-scale EEG analysis

(2015) Nima Bigdely-Shamlo et al.   Frontiers in Neuroinformatics

Display Clutter

(2014) Nadine Moacdieh et al.   HUMAN FACTORS

Mapping Brain Activity During Loss of Situation Awareness

(2014) Di Catherwood et al.   HUMAN FACTORS

Use of EEG Workload Indices for Diagnostic Monitoring of Vigilance Decrement

(2014) Altyngul T. Kamzanova et al.   HUMAN FACTORS

EEG beta band activity is related to attention and attentional deficits in the visual performance of elderly subjects

(2013) Mateusz Gola et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Classifying visuomotor workload in a driving simulator using subject specific spatial brain patterns

(2013) Chris Dijksterhuis et al.   Frontiers in Neuroscience

Shared domains of competence of approximate learning models using measures of separability of classes

(2011) Julián Luengo et al.   INFORMATION SCIENCES

ADJUST: An automatic EEG artifact detector based on the joint use of spatial and temporal features

(2010) Andrea Mognon et al.   PSYCHOPHYSIOLOGY