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Driver Behavior Classification System Analysis Using Machine Learning Methods
15 references·0 citing·43 second hop
Driver Behavior Classification System Analysis Using Machine Learning Methods (2021)Driver Behavior Classification System Ana…Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling (2019)Bayesian Automatic Relevance …A Comprehensive Survey of Driving Monitoring and Assistance Systems (2019)A Comprehensive Survey of Dri…Detection of Driver Drowsiness Using 3D Deep Neural Network and Semi-Supervised Gradient Boosting Machine (2017)Detection of Driver Drowsines…Stress Events Detection of Driver by Wearable Glove System (2016)Stress Events Detection of Dr…Need data for driver behaviour analysis? Presenting the public UAH-DriveSet (2016)Need data for driver behaviou…Driver-Behavior Modeling Using On-Road Driving Data: A new application for behavior signal processing (2016)Driver-Behavior Modeling Usin…How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving (2014)How the Autonomic Nervous Sys…Driver Cognitive Distraction Detection Using Driving Performance Measures (2012)Driver Cognitive Distraction …Vision-based method for detecting driver drowsiness and distraction in driver monitoring system (2011)Vision-based method for detec…A driver-distraction-based lane-keeping assistance system (2007)A driver-distraction-based la…Real-Time System for Monitoring Driver Vigilance (2006)Real-Time System for Monitori…A probabilistic framework for modeling and real-time monitoring human fatigue (2006)A probabilistic framework for…Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue (2004)Real-Time Nonintrusive Monito…Driver fatigue: Electroencephalography and psychological assessment (2002)Driver fatigue: Electroenceph…Review of Relationships Between Steering Wheel Reversal Rate and Driving Task Demand (1980)Review of Relationships Betwe…EVALUATION OF TECHNIQUES FOR OCULAR MEASUREMENT AS AN INDEX OF FATIGUE AND THE BASIS FOR ALERTNESS MANAGEMENT (1998)Real-Time Eye, Gaze, and Face Pose Tracking for Monitoring Driver Vigilance (2002)A Gaze-Based Driver Distraction Warning System and Its Effect on Visual Behavior (2013)Various Approaches for Driver and Driving Behavior Monitoring: A Review (2013)Methodology and Mobile Application for Driver Behavior Analysis and Accident Prevention (2019)The distraction effects of phone use during a crucial driving maneuver (2003)Using mobile telephones: cognitive workload and attention resource allocation (2003)Driver distraction based lane-keeping assistance (2009)Processing of Eye/Head-Tracking Data in Large-Scale Naturalistic Driving Data Sets (2011)The intelligent copilot: A constraint-based approach to shared-adaptive control of ground vehicles (2013)Fitting autoregressive models for prediction (1969)Emotion And Adaptation (1991)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity (2016)A Critical Review of Proactive Detection of Driver Stress Levels Based on Multimodal Measurements (2018)Evaluating the impact of viewing location on view perception using a virtual environment (2020)An overview of sleepiness and accidents (1995)Sleep related vehicle accidents (1995)A critical review of the psychophysiology of driver fatigue (2001)Electroencephalographic study of drowsiness in simulated driving with sleep deprivation (2004)Blinks and saccades as indicators of fatigue in sleepiness warnings: looking tired? (2008)Electroencephalogram and electrocardiograph assessment of mental fatigue in a driving simulator (2011)Activity-Based Sleep-Wake Identification: An Empirical Test of Methodological Issues (1994)Driver Behavior and Situation Aware Brake Assistance for Intelligent Vehicles (2007)A comparative evaluation of neural network classifiers for stress level analysis of automotive drivers using physiological signals (2013)Dynamic driver fatigue detection using hidden Markov model in real driving condition (2016)Ecological interface design: theoretical foundations (1992)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Handbook of Human Factors and Ergonomics Methods (2004)A Real-time Driving Drowsiness Detection Algorithm With Individual Differences Consideration (2019)Detecting Human Driver Inattentive and Aggressive Driving Behavior Using Deep Learning: Recent Advances, Requirements and Open Challenges (2020)Driver Distraction Detection Methods: A Literature Review and Framework (2021)On-line driver workload estimation. Effects of road situation and age on secondary task measures (2000)The effect of haptic guidance on curve negotiation behavior of young, experienced drivers (2008)Motor learning affects car-to-driver handover in automated vehicles (2016)Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines (2007)Driver Inattention Monitoring System for Intelligent Vehicles: A Review (2011)Driver Fatigue Detection Systems: A Review (2018)Driver Drowsiness Classification Using Fuzzy Wavelet-Packet-Based Feature-Extraction Algorithm (2010)End-to-End Multimodal Emotion Recognition Using Deep Neural Networks (2017)Driving behavior classification based on sensor data fusion using LSTM recurrent neural networks (2017)A machine learning based personalized system for driving state recognition (2019)A Review of Driving Style Recognition Methods From Short-Term and Long-Term Perspectives (2023)
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References

  • 2004Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue752 cited
  • 2006Real-Time System for Monitoring Driver Vigilance715 cited
  • 2002Driver fatigue: Electroencephalography and psychological assessment533 cited
  • 2006A probabilistic framework for modeling and real-time monitoring human fatigue245 cited
  • 2019A Comprehensive Survey of Driving Monitoring and Assistance Systems221 cited
  • 2016Need data for driver behaviour analysis? Presenting the public UAH-DriveSet213 cited
  • 2014How the Autonomic Nervous System and Driving Style Change With Incremental Stressing Conditions During Simulated Driving145 cited
  • 2011Vision-based method for detecting driver drowsiness and distraction in driver monitoring system141 cited
  • 1980Review of Relationships Between Steering Wheel Reversal Rate and Driving Task Demand141 cited
  • 2007A driver-distraction-based lane-keeping assistance system118 cited
  • 2017Detection of Driver Drowsiness Using 3D Deep Neural Network and Semi-Supervised Gradient Boosting Machine89 cited
  • 2016Stress Events Detection of Driver by Wearable Glove System85 cited
  • 2016Driver-Behavior Modeling Using On-Road Driving Data: A new application for behavior signal processing76 cited
  • 2012Driver Cognitive Distraction Detection Using Driving Performance Measures

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67 cited
  • 2019Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling23 cited
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