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A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving
16 references·16 citing·45 second hopsampled
A Review of Psychophysiological Measures to Assess Cognitive States in Real-World Driving (2019)A Review of Psychophysiological Measures …Proceedings of the Human Factors and Ergonomics Society 2019 Annual Meeting (2019)Proceedings of the Human Fact…Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning (2017)Choosing Prediction Over Expl…Frontal theta activity reflects distinct aspects of mental fatigue (2013)Frontal theta activity reflec…Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness (2012)Measuring neurophysiological …Detecting Driver Drowsiness Based on Sensors: A Review (2012)Detecting Driver Drowsiness B…Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator (2011)Electroencephalogram and elec…Monitoring drivers’ mental workload in driving simulators using physiological measures (2010)Monitoring drivers’ mental wo…Applying neural network analysis on heart rate variability data to assess driver fatigue (2010)Applying neural network analy…Measures of emotion: A review (2009)Measures of emotion: A reviewEffects of visual and cognitive load in real and simulated motorway driving (2005)Effects of visual and cogniti…Electroencephalographic study of drowsiness in simulated driving with sleep deprivation (2004)Electroencephalographic study…Effects of verbal and spatial-imagery tasks on eye fixations while driving. (2000)Effects of verbal and spatial…The measurement of drivers' mental workload (1996)The measurement of drivers' m…Inferring psychological significance from physiological signals. (1990)Inferring psychological signi…Pupil Size in Relation to Mental Activity during Simple Problem-Solving (1964)Pupil Size in Relation to Men…Drives and the C. N. S. (conceptual nervous system). (1955)Drives and the C. N. S. (conc…Physiological Measures of Risk Perception in Highly Automated Driving (2022)Physiological Measures of Ris…Driver distraction and its effects on partially automated driving performance: A driving simulator study among young-experienced drivers (2022)Driver distraction and its ef…Distracted worker: Using pupil size and blink rate to detect cognitive load during manufacturing tasks (2022)Distracted worker: Using pupi…Detecting driver fatigue using heart rate variability: A systematic review (2022)Detecting driver fatigue usin…Cognitive load, working memory capacity and driving performance: A preliminary fNIRS and eye tracking study (2022)Cognitive load, working memor…The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load (2021)The Validity of Physiological…Exploration of the effects of task-related fatigue on eye-motion features and its value in improving driver fatigue-related technology (2021)Exploration of the effects of…Towards augmenting cyber-physical-human collaborative cognition for human-automation interaction in complex manufacturing and operational environments (2020)Towards augmenting cyber-phys…Thermal Infrared Imaging-Based Affective Computing and Its Application to Facilitate Human Robot Interaction: A Review (2020)Thermal Infrared Imaging-Base…Psychophysiological responses to takeover requests in conditionally automated driving (2020)Psychophysiological responses…Multimodal Features for Detection of Driver Stress and Fatigue: Review (2020)Multimodal Features for Detec…Measuring Trust with Psychophysiological Signals: A Systematic Mapping Study of Approaches Used (2020)Measuring Trust with Psychoph…Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions (2020)Heart Rate Variability for Cl…EEG Theta Power Activity Reflects Workload among Army Combat Drivers: An Experimental Study (2020)EEG Theta Power Activity Refl…Detecting fatigue in car drivers and aircraft pilots by using non-invasive measures: The value of differentiation of sleepiness and mental fatigue (2020)Detecting fatigue in car driv…Datasets for Cognitive Load Inference Using Wearable Sensors and Psychological Traits (2020)Datasets for Cognitive Load I…The expression of the emotions in man and animals. 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(2003)How Traffic Situations and Non-Driving Related Tasks Affect the Take-Over Quality in Highly Automated Driving (2014)Evaluating the influence of YouTube advertising for attraction of young customers (2016)Trust in Artificial Intelligence: Meta-Analytic Findings (2021)
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References

  • 1955Drives and the C. N. S. (conceptual nervous system).2,081 cited
  • 2009Measures of emotion: A review2,075 cited
  • 2017Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning1,928 cited
  • 2019Proceedings of the Human Factors and Ergonomics Society 2019 Annual Meeting1,432 cited
  • 2012Measuring neurophysiological signals in aircraft pilots and car drivers for the assessment of mental workload, fatigue and drowsiness1,336 cited
  • 1964Pupil Size in Relation to Mental Activity during Simple Problem-Solving1,167 cited
  • 2005Effects of visual and cognitive load in real and simulated motorway driving836 cited
  • 2012Detecting Driver Drowsiness Based on Sensors: A Review783 cited
  • 1990Inferring psychological significance from physiological signals.635 cited
  • 1996The measurement of drivers' mental workload619 cited
  • 2000Effects of verbal and spatial-imagery tasks on eye fixations while driving.492 cited
  • 2004Electroencephalographic study of drowsiness in simulated driving with sleep deprivation482 cited
  • 2011Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator457 cited
  • 2013Frontal theta activity reflects distinct aspects of mental fatigue454 cited

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2010
Applying neural network analysis on heart rate variability data to assess driver fatigue
418 cited
  • 2010Monitoring drivers’ mental workload in driving simulators using physiological measures404 cited
  • Cited by

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    • 2022Cognitive load, working memory capacity and driving performance: A preliminary fNIRS and eye tracking study148 cited
    • 2020Multimodal Features for Detection of Driver Stress and Fatigue: Review119 cited
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    • 2020Heart Rate Variability for Classification of Alert Versus Sleep Deprived Drivers in Real Road Driving Conditions117 cited
    • 2020Psychophysiological responses to takeover requests in conditionally automated driving108 cited
    • 2022Distracted worker: Using pupil size and blink rate to detect cognitive load during manufacturing tasks102 cited
    • 2020Datasets for Cognitive Load Inference Using Wearable Sensors and Psychological Traits101 cited
    • 2022Driver distraction and its effects on partially automated driving performance: A driving simulator study among young-experienced drivers85 cited
    • 2021Exploration of the effects of task-related fatigue on eye-motion features and its value in improving driver fatigue-related technology79 cited
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    • 2020EEG Theta Power Activity Reflects Workload among Army Combat Drivers: An Experimental Study72 cited
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