Measuring and Computing Cognitive Statuses of Construction Workers Based on Electroencephalogram: A Critical Review

Relationship between rework of engineering drawing tasks and stress level measured from physiological signals

(2021) Jeonghyeun Chae et al.   AUTOMATION IN CONSTRUCTION

Monitoring distraction of construction workers caused by noise using a wearable Electroencephalography (EEG) device

(2021) Jinjing Ke et al.   AUTOMATION IN CONSTRUCTION

EEG Driving Fatigue Detection With PDC-Based Brain Functional Network

(2021) Fei Wang et al.   IEEE SENSORS JOURNAL

Assessment of noise annoyance level of shield tunneling machine drivers under noisy environments based on combined physiological activities

(2021) Xuejiao Xing et al.   APPLIED ACOUSTICS

Feasibility Study to Identify Brain Activity and Eye-Tracking Features for Assessing Hazard Recognition Using Consumer-Grade Wearables in an Immersive Virtual Environment

(2021) Mojtaba Noghabaei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Paving the Way for Future EEG Studies in Construction: Dependent Component Analysis for Automatic Ocular Artifact Removal from Brainwave Signals

(2021) Yizhi Liu et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Classification of construction hazard-related perceptions using: Wearable electroencephalogram and virtual reality

(2021) JungHo Jeon et al.   AUTOMATION IN CONSTRUCTION

Applications of electroencephalography in construction

(2021) Sina Saedi et al.   AUTOMATION IN CONSTRUCTION

The effect of noise content and level on cognitive performance measured by electroencephalography (EEG)

(2021) Jinjing Ke et al.   AUTOMATION IN CONSTRUCTION

Passenger overall comfort in high-speed railway environments based on EEG: Assessment and degradation mechanism

(2021) Yong Peng et al.   BUILDING AND ENVIRONMENT

Comprehensive assessment of embodied environmental impacts of buildings using normalized environmental impact factors

(2021) Baoquan Cheng et al.   Journal of Cleaner Production

Semantic-Aware Dehazing Network With Adaptive Feature Fusion

(2021) Shengdong Zhang et al.   IEEE Transactions on Cybernetics

Using Electroencephalography (EEG) Power Responses to Investigate the Effects of Ambient Oxygen Content, Safety Shoe Type, and Lifting Frequency on the Worker’s Activities

(2020) Mohamed Z. Ramadan et al.   Biomed Research International

Is the Chinese construction industry moving towards a knowledge- and technology-intensive industry?

(2020) Yuhe Wang et al.   JOURNAL OF CLEANER PRODUCTION

Effects of physical fatigue on the induction of mental fatigue of construction workers: A pilot study based on a neurophysiological approach

(2020) Xuejiao Xing et al.   AUTOMATION IN CONSTRUCTION

Online Learning Algorithms

(2020) Nicolò Cesa-Bianchi et al.   Annual Review of Statistics and Its Application

Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals

(2020) Edmond Q. wu et al.   IEEE Transactions on Cognitive and Developmental Systems

A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving

(2019) Monika Lohani et al.   Frontiers in Human Neuroscience

EEG Source Imaging: A Practical Review of the Analysis Steps

(2019) Christoph M. Michel et al.   Frontiers in Neurology

A multicomponent and neurophysiological intervention for the emotional and mental states of high-altitude construction workers

(2019) Xuejiao Xing et al.   AUTOMATION IN CONSTRUCTION

Pre-service fatigue screening for construction workers through wearable EEG-based signal spectral analysis

(2019) Heng Li et al.   AUTOMATION IN CONSTRUCTION

A novel approach of decoding EEG four-class motor imagery tasks via scout ESI and CNN

(2019) Yimin Hou et al.   Journal of Neural Engineering

Scoping Review of EEG Studies in Construction Safety

(2019) Yamei Zhang et al.   International Journal of Environmental Research and Public Health

Using EEG for Mental Fatigue Assessment: A Comprehensive Look Into the Current State of the Art

(2019) Thiago Gabriel Monteiro et al.   IEEE Transactions on Human-Machine Systems

Consumer Grade EEG Measuring Sensors as Research Tools: A Review

(2019) Phattarapong Sawangjai et al.   IEEE SENSORS JOURNAL

EEG-based workers' stress recognition at construction sites

(2018) Houtan Jebelli et al.   AUTOMATION IN CONSTRUCTION

Performance Assessment in Complex Engineering Projects Using a System-of-Systems Framework

(2018) Jin Zhu et al.   IEEE Systems Journal

Artificial Intelligence, Machine Learning, Deep Learning, and Cognitive Computing: What Do These Terms Mean and How Will They Impact Health Care?

(2018) Stefano A. Bini   JOURNAL OF ARTHROPLASTY

EEG Signal-Processing Framework to Obtain High-Quality Brain Waves from an Off-the-Shelf Wearable EEG Device

(2018) Houtan Jebelli et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG

(2018) Sungjoo Hwang et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

EEGNet: a compact convolutional neural network for EEG-based brain--computer interfaces

(2018) Vernon Lawhern et al.   Journal of Neural Engineering

A Review of Emotion Recognition Using Physiological Signals

(2018) Lin Shu et al.   SENSORS

Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG

(2018) Sungjoo Hwang et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Influence Mechanism of Construction Workers' Safety Psychology on their Safety Behavior Based on Event-related Potentials

(2018) Qing Liu   NeuroQuantology

A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multi-Task Learning Algorithms (OMTL)

(2018) Houtan Jebelli et al.   IEEE Journal of Biomedical and Health Informatics

LSTM-Based EEG Classification in Motor Imagery Tasks

(2018) Ping Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Detecting and measuring construction workers' vigilance through hybrid kinematic-EEG signals

(2018) Di Wang et al.   AUTOMATION IN CONSTRUCTION

Assessing Task Mental Workload in Construction Projects: A Novel Electroencephalography Approach

(2017) Jiayu Chen et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Development of a Stressors–Stress–Performance–Outcome Model for Expatriate Construction Professionals

(2017) Mei-yung Leung et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Assessing Task Mental Workload in Construction Projects: A Novel Electroencephalography Approach

(2017) Jiayu Chen et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Development of a Stressors–Stress–Performance–Outcome Model for Expatriate Construction Professionals

(2017) Mei-yung Leung et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Correlative Evaluation of Mental and Physical Workload of Laparoscopic Surgeons Based on Surface Electromyography and Eye-tracking Signals

(2017) Jian-Yang Zhang et al.   Scientific Reports

Revealing the “Invisible Gorilla” in construction: Estimating construction safety through mental workload assessment

(2016) Jiayu Chen et al.   AUTOMATION IN CONSTRUCTION

Signal Quality Assessment Model for Wearable EEG Sensor on Prediction of Mental Stress

(2015) Bin Hu et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE

EEG artifact removal—state-of-the-art and guidelines

(2015) Jose Antonio Urigüen et al.   Journal of Neural Engineering

Deep learning

(2015) Yann LeCun et al.   NATURE

A Review of Ensemble Learning Based Feature Selection

(2014) Donghai Guan et al.   IETE TECHNICAL REVIEW

The urban brain: analysing outdoor physical activity with mobile EEG

(2013) Peter Aspinall et al.   BRITISH JOURNAL OF SPORTS MEDICINE

Artifact Removal in Physiological Signals—Practices and Possibilities

(2012) K. T. Sweeney et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Team Processes and Safety of Workers: Cognitive, Affective, and Behavioral Processes of Construction Crews

(2012) Panagiotis Mitropoulos et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Task Demands in Masonry Work: Sources, Performance Implications, and Management Strategies

(2012) Panagiotis Mitropoulos et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Understanding End-Users’ Acceptance of Enterprise Resource Planning (ERP) System in Project-Based Sectors

(2011) Young Hoon Kwak et al.   IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT

Modeling of the human skull in EEG source analysis

(2010) Moritz Dannhauer et al.   HUMAN BRAIN MAPPING

On Complexity Issues of Online Learning Algorithms

(2010) Yuan Yao   IEEE TRANSACTIONS ON INFORMATION THEORY

Processing Expectancy Violations during Music Performance and Perception: An ERP Study

(2009) Clemens Maidhof et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

The spatio-temporal mapping of epileptic networks: Combination of EEG–fMRI and EEG source imaging

(2009) S. Vulliemoz et al.   NEUROIMAGE

Helmet-based physiological signal monitoring system

(2008) Youn Sung Kim et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Classifying mental tasks based on features of higher-order statistics from EEG signals in brain–computer interface

(2007) Shang-Ming Zhou et al.   INFORMATION SCIENCES