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Classification of Drivers' Workload Using Physiological Signals in Conditional Automation
16 references·1 citing·43 second hop
Classification of Drivers' Workload Using Physiological Signals in Conditional Automation (2021)Classification of Drivers' Workload Using…NeuroKit2: A Python toolbox for neurophysiological signal processing (2021)NeuroKit2: A Python toolbox f…The “Out-of-the-Loop” concept in automated driving: proposed definition, measures and implications (2018)The “Out-of-the-Loop” concept…Effects of Non-Driving Related Task Modalities on Takeover Performance in Highly Automated Driving (2018)Effects of Non-Driving Relate…Take-over again: Investigating multimodal and directional TORs to get the driver back into the loop (2017)Take-over again: Investigatin…cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing (2015)cvxEDA: a Convex Optimization…State of science: mental workload in ergonomics (2014)State of science: mental work…Classifying driver workload using physiological and driving performance data (2014)Classifying driver workload u…Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task (2012)Sensitivity of Physiological …Psycho-physiological measures for assessing cognitive load (2010)Psycho-physiological measures…Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)Monitoring drivers’ mental wo…Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers (2009)Impact of Incremental Increas…Multiple Resources and Mental Workload (2008)Multiple Resources and Mental…Effects of visual and cognitive load in real and simulated motorway driving (2005)Effects of visual and cogniti…Assessing Cognitive Load with Physiological Sensors (2005)Assessing Cognitive Load with…A model for types and levels of human interaction with automation (2000)A model for types and levels …Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Development of NASA-TLX (Task…Physiological indicators of driver workload during car-following scenarios and takeovers in highly automated driving (2022)Physiological indicators of d…Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone (2001)Sensitivity of eye-movement measures to in-vehicle task difficulty (2005)What determines the take-over time? An integrated model approach of driver take-over after automated driving (2015)Is take-over time all that matters? The impact of visual-cognitive load on driver take-over quality after conditionally automated driving (2016)Human Cognitive Abilities (1993)The processing-speed theory of adult age differences in cognition. (1996)Using near infrared spectroscopy and heart rate variability to detect mental overload (2013)Human Mental Workload: A Survey and a Novel Inclusive Definition (2022)A Survey on Measuring Cognitive Workload in Human-Computer Interaction (2023)Flow: the psychology of optimal experience (1990)Measuring mental workload using physiological measures: A systematic review (2018)Power-law distributions in empirical data (2018)A Systematic Review of Physiological Measures of Mental Workload (2019)Evaluating quality in human-robot interaction: A systematic search and classification of performance and human-centered factors, measures and metrics towards an industry 5.0 (2022)Humans and Automation: Use, Misuse, Disuse, Abuse (1997)Complacency and Bias in Human Use of Automation: An Attentional Integration (2010)Trust in Automation (2014)Engineering Psychology and Human Performance (2015)Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy (2020)Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework (1997)Stress, Workload, and Fatigue (2000)Handbook of Human Factors and Ergonomics Methods (2004)The Psychometrics of Mental Workload (2014)Review of Eye-related Measures of Drivers’ Mental Workload (2015)A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving (2019)Multiple resources and performance prediction (2002)Working Memory Capacity as Executive Attention (2002)Human Performance Consequences of Stages and Levels of Automation (2013)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)Telling more than we can know: Verbal reports on mental processes. (1977)The Out-of-the-Loop Performance Problem and Level of Control in Automation (1995)Nasa-Task Load Index (NASA-TLX); 20 Years Later (2006)Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Estimating the reproducibility of psychological science (2015)Jupyter Notebooks – a publishing format for reproducible computational workflows (2016)A Transformer Architecture for Stress Detection from ECG (2021)FLIRT: A feature generation toolkit for wearable data (2021)Depression Recognition Using Remote Photoplethysmography From Facial Videos (2023)Continuous Stress Detection Using Wearable Sensors in Real Life: Algorithmic Programming Contest Case Study (2019)Feature Extraction and Selection for Emotion Recognition from Electrodermal Activity (2019)Stress Detection with Machine Learning and Deep Learning using Multimodal Physiological Data (2020)Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis (2017)
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References

  • 1988Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research15,045 cited
  • 2000A model for types and levels of human interaction with automation4,175 cited
  • 2008Multiple Resources and Mental Workload2,163 cited
  • 2021NeuroKit2: A Python toolbox for neurophysiological signal processing1,412 cited
  • 2014State of science: mental workload in ergonomics943 cited
  • 2005Effects of visual and cognitive load in real and simulated motorway driving836 cited
  • 2015cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing605 cited
  • 2010Monitoring drivers’ mental workload in driving simulators using physiological measures404 cited
  • 2009Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers394 cited
  • 2010Psycho-physiological measures for assessing cognitive load382 cited
  • 2012Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand From a Working Memory Task298 cited
  • 2018The “Out-of-the-Loop” concept in automated driving: proposed definition, measures and implications285 cited
  • 2017Take-over again: Investigating multimodal and directional TORs to get the driver back into the loop259 cited
  • 2014Classifying driver workload using physiological and driving performance data

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182 cited
  • 2018Effects of Non-Driving Related Task Modalities on Takeover Performance in Highly Automated Driving179 cited
  • 2005Assessing Cognitive Load with Physiological Sensors153 cited
  • Cited by

    • 2022Physiological indicators of driver workload during car-following scenarios and takeovers in highly automated driving71 cited