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Multi-class classification of construction hazards via cognitive states assessment using wearable EEG
16 references·0 citing·53 second hopsampled
Multi-class classification of construction hazards via cognitive states assessment using wearable EEG (2022)Multi-class classification of constructio…Feasibility analysis of electrodermal activity (EDA) acquired from wearable sensors to assess construction workers’ perceived risk (2019)Feasibility analysis of elect…Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG (2018)Measuring Workers’ Emotional …EEG-based workers' stress recognition at construction sites (2018)EEG-based workers' stress rec…Monitoring fatigue in construction workers using physiological measurements (2017)Monitoring fatigue in constru…Revealing the “Invisible Gorilla” in construction: Estimating construction safety through mental workload assessment (2016)Revealing the “Invisible Gori…Proactive behavior-based safety management for construction safety improvement (2015)Proactive behavior-based safe…Feature Extraction and Selection for Emotion Recognition from EEG (2014)Feature Extraction and Select…Proactive Construction Safety Control: Measuring, Monitoring, and Responding to Safety Leading Indicators (2013)Proactive Construction Safety…Hazard recognition and risk perception in construction (2013)Hazard recognition and risk p…Enhancing Construction Hazard Recognition and Communication with Energy-Based Cognitive Mnemonics and Safety Meeting Maturity Model: Multiple Baseline Study (2013)Enhancing Construction Hazard…Detecting Emotion from EEG Signals Using the Emotive Epoc Device (2012)Detecting Emotion from EEG Si…A proactive system for real-time safety management in construction sites (2011)A proactive system for real-t…Construction Job Safety Analysis (2010)Construction Job Safety Analy…Safety Hazard Identification on Construction Projects (2006)Safety Hazard Identification …Systems Model of Construction Accident Causation (2005)Systems Model of Construction…The Role of Feedback in the Process of Health Behavior Change (2001)The Role of Feedback in the P…Case Study Research: Design and Methods (1984)Case Study Research: Design and Methods (1991)Building theories from case study research (2009)Wearable technology for personalized construction safety monitoring and trending: Review of applicable devices (2017)Factors influencing safety performance on construction projects: A review (2018)Safety leading indicators for construction sites: A machine learning approach (2018)The theory of planned behavior (1991)Factors affecting safety performance on construction sites (1999)Measuring safety climate: identifying the common features (2000)A science mapping approach based review of construction safety research (2018)Computer vision applications in construction safety assurance (2019)Computer vision for behaviour-based safety in construction: A review and future directions (2019)Design and Evaluation for Situation Awareness Enhancement (1988)Human Error (1990)Risk management in a dynamic society: a modelling problem (1997)Construction safety training using immersive virtual reality (2013)Predicting safety behavior in the construction industry: Development and test of an integrative model (2015)Department of Labor (1941)Identifying Root Causes of Construction Accidents (2000)A critical review of virtual and augmented reality (VR/AR) applications in construction safety (2017)Wearable Sensing Technology Applications in Construction Safety and Health (2019)Measuring emotion: The self-assessment manikin and the semantic differential (1994)International affective picture system (IAPS) : affective ratings of pictures and instruction manual (2005)DEAP: A Database for Emotion Analysis ;Using Physiological Signals (2011)Identifying Stable Patterns over Time for Emotion Recognition from EEG (2017)EEG-Based Emotion Recognition Using Regularized Graph Neural Networks (2020)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Construction design and management safety regulations in practice—progress on implementation (2000)Situational awareness of construction equipment using GPS, wireless and web technologies (2003)Development of a mobile safety monitoring system for construction sites (2008)Safety risk management of underground engineering in China: Progress, challenges and strategies (2016)An IoT-based autonomous system for workers' safety in construction sites with real-time alarming, monitoring, and positioning strategies (2018)Lean Thinking—Banish Waste and Create Wealth in your Corporation (1997)Identification and Analysis of Factors Affecting Safety on Construction Sites with Tower Cranes (2008)Spatial and Temporal Exposure to Safety Hazards in Construction (2009)Construction safety and digital design: A review (2011)Occupational risk assessment in construction industry – Overview and reflection (2011)Technologies for safety and health management in construction: Current use, implementation benefits and limitations, and adoption barriers (2020)Verification of Computer Simulation Models (1967)The Selfish Gene (1976)Simulation modelling and analysis (1983)Application of machine learning to construction injury prediction (2016)Visualization technology-based construction safety management: A review (2016)Validity and reliability of a scale to assess fatigue (1991)Development of a fatigue scale (1993)Effects of mental fatigue on attention: An ERP study (2005)What drives construction workers' acceptance of wearable technologies in the workplace?: Indoor localization and wearable health devices for occupational safety and health (2017)Fatigue Monitoring Through Wearables: A State-of-the-Art Review (2021)Emotion recognition system using short-term monitoring of physiological signals (2004)Flow and the Foundations of Positive Psychology (2014)The Experience Sampling Method (2014)Literature Review of Digital Twins Applications in Construction Workforce Safety (2020)A Review on Mental Stress Assessment Methods Using EEG Signals (2021)
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References

  • 2014Feature Extraction and Selection for Emotion Recognition from EEG1,086 cited
  • 2006Safety Hazard Identification on Construction Projects494 cited
  • 2015Proactive behavior-based safety management for construction safety improvement435 cited
  • 2013Hazard recognition and risk perception in construction434 cited
  • 2017Monitoring fatigue in construction workers using physiological measurements403 cited
  • 2010Construction Job Safety Analysis351 cited
  • 2005Systems Model of Construction Accident Causation347 cited
  • 2018EEG-based workers' stress recognition at construction sites340 cited
  • 2013Proactive Construction Safety Control: Measuring, Monitoring, and Responding to Safety Leading Indicators261 cited
  • 2011A proactive system for real-time safety management in construction sites231 cited
  • 2001The Role of Feedback in the Process of Health Behavior Change225 cited
  • 2018Measuring Workers’ Emotional State during Construction Tasks Using Wearable EEG223 cited
  • 2012Detecting Emotion from EEG Signals Using the Emotive Epoc Device205 cited
  • 2016Revealing the “Invisible Gorilla” in construction: Estimating construction safety through mental workload assessment203 cited
  • 2013Enhancing Construction Hazard Recognition and Communication with Energy-Based Cognitive Mnemonics and Safety Meeting Maturity Model: Multiple Baseline Study

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195 cited
  • 2019Feasibility analysis of electrodermal activity (EDA) acquired from wearable sensors to assess construction workers’ perceived risk165 cited
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