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Detecting Driver Behavior Using Stacked Long Short Term Memory Network With Attention Layer
16 references·0 citing·51 second hopsampled
Detecting Driver Behavior Using Stacked Long Short Term Memory Network With Attention Layer (2020)Detecting Driver Behavior Using Stacked L…Computational Theory of Mind (2023)Computational Theory of MindTexting while driving using Google Glass™: Promising but not distraction-free (2015)Texting while driving using G…Driver Distraction Detection Using Semi-Supervised Machine Learning (2015)Driver Distraction Detection …Driver Behavior Analysis for Safe Driving: A Survey (2015)Driver Behavior Analysis for …Texting while driving: Is speech-based text entry less risky than handheld text entry? (2014)Texting while driving: Is spe…Head and eye gaze dynamics during visual attention shifts in complex environments (2012)Head and eye gaze dynamics du…Online Driver Distraction Detection Using Long Short-Term Memory (2011)Online Driver Distraction Det…Cognitive Cars: A New Frontier for ADAS Research (2011)Cognitive Cars: A New Frontie…Driver Behavior Analysis During ACC Activation and Deactivation in a Real Traffic Environment (2010)Driver Behavior Analysis Duri…Nonintrusive Detection of Driver Cognitive Distraction in Real Time Using Bayesian Networks (2007)Nonintrusive Detection of Dri…A user study of auditory versus visual interfaces for use while driving (2007)A user study of auditory vers…Safety and Usability of Speech Interfaces for In-Vehicle Tasks while Driving: A Brief Literature Review (2006)Safety and Usability of Speec…Cell Phones and Driving: Review of Research (2006)Cell Phones and Driving: Revi…The Computational Theory of Mind (2002)The Computational Theory of M…Speech-Based Interaction with In-Vehicle Computers: The Effect of Speech-Based E-Mail on Drivers' Attention to the Roadway (2001)Speech-Based Interaction with…Behavioural impacts of Advanced Driver Assistance Systems–an overview (2001)Behavioural impacts of Advanc…Driven to Distraction: Dual-Task Studies of Simulated Driving and Conversing on a Cellular Telephone (2001)Multiple resources and performance prediction (2002)Cell phone-induced failures of visual attention during simulated driving. (2003)Analysis of vehicle-based lateral performance measures during distracted driving due to phone use (2016)Driving behaviour while self-regulating mobile phone interactions: A human-machine system approach (2018)From Manual Driving to Automated Driving (2019)On the economy of the human-processing system. (1979)The effect of cellular phone use upon driver attention (1993)Auditory Displays for In-Vehicle Technologies (2011)Evaluation of hydraulic excavator Human–Machine Interface concepts using NASA TLX (2014)Effects of interface layout on the usability of In-Vehicle Information Systems and driving safety (2017)Effects of visual and cognitive load in real and simulated motorway driving (2005)Understanding monthly variability in human activity spaces: A twelve-month study using mobile phone call detail records (2013)Assessment of Smartphone Addiction in Indian Adolescents: A Mixed Method Study by Systematic-review and Meta-analysis Approach. (2014)Smartphone addiction among university students in Riyadh, Saudi Arabia (2016)A Critical View of Driver Behavior Models: What Do We Know, What Should We Do? (1985)Information Processing and Human-Machine Interaction: An Approach to Cognitive Engineering (1986)A model for types and levels of human interaction with automation (2000)Studying the Effects of Driver Distraction and Traffic Density on the Probability of Crash and Near-Crash Events in Naturalistic Driving Environment (2013)Artificial Co-Drivers as a Universal Enabling Technology for Future Intelligent Vehicles and Transportation Systems (2014)Decision-making in driver-automation shared control: A review and perspectives (2020)Effects of verbal and spatial-imagery tasks on eye fixations while driving. (2000)A Comprehensive Examination of Naturalistic Lane-Changes (2004)On the Roles of Eye Gaze and Head Dynamics in Predicting Driver's Intent to Change Lanes (2009)Look-ahead fixations in curve driving (2012)What boxing-related stimuli reveal about response behaviour (2014)Looking at the Driver/Rider in Autonomous Vehicles to Predict Take-Over Readiness (2019)Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research (1988)Toward a Theory of Situation Awareness in Dynamic Systems (1995)Effects of naturalistic cell phone conversations on driving performance (2004)The Effects of Text Messaging on Young Drivers (2009)Engineering Psychology and Human Performance (2015)Effects of Cognitive Load on Driving Performance: The Cognitive Control Hypothesis (2017)Flight-deck automation: promises and problems (1980)Ironies of automation (1983)Monitoring an Automated System for a Single Failure: Vigilance and Task Complexity Effects (1996)Human factors of transitions in automated driving: A general framework and literature survey (2016)Policy and society related implications of automated driving: A review of literature and directions for future research (2017)Understanding autonomous vehicles: A systematic literature review on capability, impact, planning and policy (2019)Real-Time Nonintrusive Monitoring and Prediction of Driver Fatigue (2004)Detecting Stress During Real-World Driving Tasks Using Physiological Sensors (2005)Real-Time Detection of Driver Cognitive Distraction Using Support Vector Machines (2007)Driver Distraction Using Visual-Based Sensors and Algorithms (2016)Recent Trends in Driver Safety Monitoring Systems: State of the Art and Challenges (2016)Identification and Analysis of Driver Postures for In-Vehicle Driving Activities and Secondary Tasks Recognition (2017)Driver Inattention Monitoring System for Intelligent Vehicles: A Review (2011)Detecting Driver Drowsiness Based on Sensors: A Review (2012)Driver Fatigue Detection Systems: A Review (2018)Heart Rate Variability-Based Driver Drowsiness Detection and Its Validation With EEG (2018)Real-Time Driver-Drowsiness Detection System Using Facial Features (2019)Towards Computationally Efficient and Realtime Distracted Driver Detection With MobileVGG Network (2020)
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References

  • 2015Driver Behavior Analysis for Safe Driving: A Survey404 cited
  • 2001Speech-Based Interaction with In-Vehicle Computers: The Effect of Speech-Based E-Mail on Drivers' Attention to the Roadway359 cited
  • 2006Cell Phones and Driving: Review of Research306 cited
  • 2001Behavioural impacts of Advanced Driver Assistance Systems–an overview244 cited
  • 2015Driver Distraction Detection Using Semi-Supervised Machine Learning216 cited
  • 2011Cognitive Cars: A New Frontier for ADAS Research213 cited
  • 2011Online Driver Distraction Detection Using Long Short-Term Memory178 cited
  • 2007A user study of auditory versus visual interfaces for use while driving134 cited
  • 2014Texting while driving: Is speech-based text entry less risky than handheld text entry?123 cited
  • 2012Head and eye gaze dynamics during visual attention shifts in complex environments119 cited
  • 2023Computational Theory of Mind99 cited
  • 2002The Computational Theory of Mind98 cited
  • 2006Safety and Usability of Speech Interfaces for In-Vehicle Tasks while Driving: A Brief Literature Review91 cited
  • 2007Nonintrusive Detection of Driver Cognitive Distraction in Real Time Using Bayesian Networks79 cited
  • 2010Driver Behavior Analysis During ACC Activation and Deactivation in a Real Traffic Environment

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77 cited
  • 2015Texting while driving using Google Glass™: Promising but not distraction-free71 cited
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