anticipation
Anticipation: predictive, forward-looking driving in which the driver uses current scene cues to forecast how the situation will unfold — where vehicles and vulnerable road users will move, what is likely to emerge, and what action will be needed next. The PREDICTION of not-yet-present events, distinct from hazard_perception (detecting a hazard that is already developing), mental_model_of_traffic (the stored expectations anticipation is built on rather than the live forecast), and gap_acceptance (a single timing decision rather than ongoing scene projection).
308 paper(s) · ranked by relevance to this topic
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Multi-vehicle anticipation-based driver behavior models: a synthesis of existing research and future research directions ↗ · 2024 · Nirmale, Sangram et al. · indexed
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Situated and sequential planning and prediction of human driving behavior as decision making support system · 2024 · Bejaoui, Abderahman et al. · archived
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Tactical driver behavior prediction and intent inference: A review ↗ · 2011 · Doshi, Anup et al. · indexed
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The Effect of Driving Automation on Drivers' Anticipatory Glances · 2021 · He, Dengbo et al. · archived
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The Influence of Visual-Manual Distractions on Anticipatory Driving · 2022 · He, Dengbo et al. · archived
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Exploring hazard anticipation and stress while driving in light of defensive behavior theory · 2023 · Kerautret, Laora et al. · archived
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The Effects of Distraction on Anticipatory Driving · 2018 · He, Dengbo et al. · archived
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A generic multi-scale framework for microscopic traffic simulation part II – Anticipation Reliance as compensation mechanism for potential task overload · 2020 · Calvert, Simeon C. et al. · archived
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Anticipatory Driving in Automated Vehicles: The Effects of Driving Experience and Distraction · 2023 · He, Dengbo et al. · archived
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Great expectations: a predictive processing account of automobile driving · 2017 · Engström, Johan et al. · archived
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In-vehicle displays to support driver anticipation of traffic conflicts in automated vehicles · 2021 · He, Dengbo et al. · archived
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Effects of Cognitive Load and Anticipation on Driver Responses to a Critical Traffic Event ↗ · 2018 · Engström, Johan et al. · indexed
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Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism · 2021 · Zhu, Haibei et al. · archived
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Modelling level 1 situation awareness in driving: A cognitive architecture approach · 2024 · Rehman, Umair et al. · archived
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Modeling Drivers' Risk Perception via Attention to Improve Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
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Predicting driver behaviour at intersections based on driver gaze and traffic light recognition ↗ · 2020 · Rahman, Md. Junaedur et al. · indexed
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Extended Evaluation of Training Programs To Accelerate Hazard Anticipation Skills in Novice Teens Drivers · 2021 · Plumert, Jodie M. et al. · archived
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Modeling and Prediction of Human Driver Behavior: A Survey. · 2020 · Brown, Kyle et al. · archived
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The “field of safe travel” revisited: interpreting driving behaviour performance through a holistic approach ↗ · 2017 · Papakostopoulos, Vassilis et al. · indexed
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Factors That Affect Drivers’ Perception of Closing and an Immediate Hazard · 2023 · Weaver, Bradley W. et al. · archived
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Processing of complex traffic scenes for effective steering and collision avoidance: a perspective, from research on locomotion · 2024 · Wann, John P. · archived
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CH-LSTTM: A Taxonomy of Traffic Hazards · 2024 · Yan, Song et al. · archived
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Can Young Drivers Learn to Anticipate Hidden Hazards: A Driving Simulator Study · 2013 · Samuel, Siby et al. · archived
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The effect of motion and signalling on drivers’ ability to predict intentions of other road users · 2016 · Lee, Yee Mun et al. · archived
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Evaluation of the Effectiveness of a Gaze-Based Training Intervention on Latent Hazard Anticipation Skills for Young Drivers: A Driving Simulator Study · 2018 · Yamani, Yusuke et al. · archived
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Driver’s Anticipation and Memory Driving Car-Following Model ↗ · 2020 · Jafaripournimchahi, Ammar et al. · indexed
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Environmental Cues Involved in the Visual Anticipation of a Collision ↗ · 2000 · Catherine, Berthelon et al. · indexed
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A brief pc-based hazard prediction training program improves young novice drivers' hazard perception skills ↗ · 2024 · Kint, Sander Thomas van der et al. · indexed
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Interaction-Aware Probabilistic Behavior Prediction in Urban Environments ↗ · 2018 · Schulz, Jens · indexed
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ROAD ENVIRONMENT AND VISUAL ANTICIPATION OF A COLLISION DURING SELF-MOTION ↗ · 1999 · Berthelon, Catherine et al. · indexed
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A cognitive process approach to modeling gap acceptance in overtaking · 2023 · Mohammad, Samir H.A. et al. · archived
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A brief pc-based hazard prediction training program improves young novice drivers hazard perception skills ↗ · 2024 · Kint, Sander Thomas van der et al. · indexed
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Aware of Scene Vehicles—Probabilistic Modeling of Car-Following Behaviors in Real-World Traffic ↗ · 2019 · Xu, Donghao et al. · indexed
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Toward a Theory of Visual Information Acquisition in Driving ↗ · 2022 · Wolfe, Benjamin et al. · indexed
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Attentional Control in Young Drivers: Does Training Impact Hazard Anticipation in Dynamic Environments? ↗ · 2020 · Yahoodik, Sarah et al. · indexed
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Modeling Effects of Forward Glance Durations on Latent Hazard Detection ↗ · 2017 · Park, Hyoshin et al. · indexed
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Driver Models for Both Human and Autonomous Vehicles · 2018 · Kurt, Arda et al. · archived
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What Can Be Predicted from Six Seconds of Driver Glances? · 2017 · Fridman, Lex et al. · archived
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A survey on motion prediction and risk assessment for intelligent vehicles · 2014 · Lefèvre, Stéphanie et al. · archived
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Should I Stay or Should I Go? Cognitive Modeling of Left-Turn Gap Acceptance Decisions in Human Drivers · 2022 · Zgonnikov, Arkady et al. · archived
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Driver expectancy in highway design and traffic operations · 1986 · Alexander, Gerson J. et al. · archived
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Modeling Drivers' Situational Awareness from Eye Gaze for Driving Assistance · 2024 · Biswas, Abhijat et al. · archived
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Hazard Anticipation of Novice and Experienced Drivers ↗ · 2007 · Garay-Vega, Lisandra et al. · indexed
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Situation understanding and risk assessment framework for preventive driver assistance ↗ · 2026 · Armand, Alexandre · indexed
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Probabilistic vehicle trajectory prediction via driver characteristic and intention estimation model under uncertainty ↗ · 2020 · Liu, Jinxin et al. · indexed
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Probabilistic trajectory prediction with Gaussian mixture models ↗ · 2012 · Wiest, Jurgen et al. · indexed
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Communicating intent on the road through human-inspired control schemes · 2016 · Driggs-Campbell, Katherine et al. · archived
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Probabilistic Long-term Vehicle Trajectory Prediction via Driver Awareness Model ↗ · 2020 · Liu, Jinxin et al. · indexed
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A Predictive Model of a Driver’s Target Trajectory Based on Estimated Driving Behaviors ↗ · 2023 · Yan, Zhanhong et al. · indexed
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Identifying Driver Interactions via Conditional Behavior Prediction · 2021 · Tolstaya, Ekaterina et al. · archived
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Dynamic Real-Time Prediction of Drivers’ Risk Perception Using Deep Learning and Driving Simulator Data ↗ · 2026 · Masud, Saumik Sakib Bin et al. · indexed
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Towards Driver Behavior Understanding: Weakly-Supervised Risk Perception in Driving Scenes · 2026 · Agarwal, Nakul et al. · archived
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The effect of cognitive tasks on predicting eventis in traffic ↗ · 2008 · Baumann, Michael R. et al. · indexed
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Modeling Driver Behavior as Sequential Risk-Taking Task ↗ · 2008 · Hamdar, Samer H. et al. · indexed
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Predictive ADAS: A predictive trajectory guidance scheme for advanced driver assistance in public traffic ↗ · 2015 · Weiskircher, Thomas et al. · indexed
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RiskNet: interaction-aware risk forecasting for autonomous driving in long-tail scenarios · 2025 · Liu, Qichao et al. · archived
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Towards a Driver Model: Preliminary Study of Lane Change Behavior ↗ · 2008 · Dogan, Ueruen et al. · indexed
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From Awareness to Intent: Mitigating Silent Driving System Failures through Prospective Situation Awareness Enhancing Interfaces · 2026 · Wang, Jiyao et al. · archived
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Simulation of driver, vehicle and environmental aspects of crash initiation, a new method to improve integrated safety effectiveness ↗ · 2003 · Wood, R.L. et al. · indexed
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Cognitive Attention Models for Driver Engagement in Intelligent and Semi-autonomous Vehicles · 2018 · Lee, John D. et al. · archived
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A merging interaction model explains human drivers' behaviour from input signals to decisions · 2023 · Abbink, David A. · archived
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A Lane Change Assistance System Based on Prediction of Driver Intention · 2024 · Tanshi, Foghor et al. · archived
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Combined Driver Distraction and Intention Algorithm for Maneuver Prediction and Collision Avoidance ↗ · 2018 · Gillmeier, Katharina et al. · indexed
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Learning Driver Behavior Models from Traffic Observations for Decision Making and Planning ↗ · 2015 · Gindele, Tobias et al. · indexed
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Decision-Theoretic Reasoning for Traffic Monitoring and Vehicle Control · 1995 · Wellman, Michael P. et al. · archived
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An Active Inference Model of Car Following: Advantages and Applications · 2023 · Wei, Ran et al. · archived
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Latent Hazard Anticipation in Young Drivers: Review and Meta-Analysis of Training Studies ↗ · 2018 · Unverricht, James et al. · indexed
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Investigation of Driver Adaptations in a Mixed Traffic Environment · 2024 · Kondyli, Alexandra et al. · archived
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Driver Behavior and Situation Aware Brake Assistance for Intelligent Vehicles ↗ · 2007 · McCall, J.C. et al. · indexed
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Hazard Perception in Driving: A Systematic Literature Review · 2022 · Cao, Shi et al. · archived
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Toward an Integrated Model of Driver Behavior in Cognitive Architecture ↗ · 2001 · Salvucci, Dario D. et al. · indexed
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Active inference as a model of collision avoidance behavior in human drivers. · 2026 · Schumann, JF et al. · archived
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COVERT: Cognitive Internet of Vulnerable Road Users in Traffic · 2025 · Kamat, Vineet R. et al. · archived
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Improved driver modeling for human-in-the-loop vehicular control · 2015 · Driggs-Campbell, Katherine et al. · archived
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Modeling driver control behavior in both routine and near-accident driving · 2014 · Markkula, Gustav · archived
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CogDrive: Cognition-driven multimodal prediction-planning fusion for safe autonomy · 2026 · Huang, Heye et al. · archived
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The Impact of Driver’s Mental Models of Advanced Vehicle Technologies on Safety and Performance · 2020 · AAA Foundation for Traffic Safety · archived
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Towards a social psychology-based microscopic model of driver behavior and decision-making : modifying Lewin's field theory · 2014 · Berthaume, Andrew Leo et al. · archived
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Predicting drivers’ takeover time for safe and comfortable vehicle control transitions: The role of spare capacity and driver characteristics ↗ · 2025 · Liang, Kexin et al. · indexed
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A model of dyadic merging interactions explains human drivers’ behavior from control inputs to decisions · 2024 · Abbink, David A. · archived
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Exploring Driver Responses to Unexpected and Expected Events Using Probabilistic Topic Models · 2017 · Venkatraman, Vindhya et al. · archived
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Drivers with limited perception: model and application to traffic simulation · 2014 · Ketenci, Utku et al. · archived
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Delays, inaccuracies and anticipation in microscopic traffic models · 2005 · Treiber, Martin et al. · archived
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Wiggling through complex traffic: Planning trajectories constrained by predictions ↗ · 2016 · Schlechtriemen, Julian et al. · indexed
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Towards Context-Aware Modeling of Situation Awareness in Conditionally Automated Driving · 2024 · Avetisyan, Lilit et al. · archived
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1P1-D04 Evaluation of the Hazard-Anticipatory Driver Assistance System in Reconstructed Hazardous Scenario by Using Driving Simulator(Car Robotics) · 2012 · EZAWA, Kazuhiro et al. · archived
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Modeling Driver Characteristics - Driver Behavior in Traffic : [fact sheet] · 2010 · NHTSA · archived
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Situation Awareness in Remote Operators of Autonomous Vehicles: Developing a Taxonomy of Situation Awareness in Video-Relays of Driving Scenes · 2021 · Mutzenich, Clare et al. · archived
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Beyond the tangent point: Gaze targets in naturalistic driving ↗ · 2013 · Lappi, Otto et al. · indexed
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Expecting the Unexpected: A Study of Interactive Driving Behaviour at Intersections ↗ · 2008 · Houtenbos, M · indexed
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Scene-aware driver state understanding in car-following behaviors ↗ · 2017 · Xu, Donghao et al. · indexed
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Development of a statistical method for predicting human driver decisions. · 2015 · Tan, Yaoyan Vincent et al. · archived
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VALIDATION OF AN ATTENTION-BASED MODEL OF DRIVER PERFORMANCE IN REAR- END COLLISION SITUATIONS ↗ · 2001 · Brown, Timothy L. et al. · indexed
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DriveNet: A deep learning framework with attention mechanism for early driving maneuver prediction · 2025 · M'haouach, Mohamed et al. · archived
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Predicting Takeover Performance and Identifying Behavioral Patterns in Autonomous Vehicles Based on Readiness State and Scenario Complexity ↗ · 2025 · Lai, Hsueh-Yi et al. · indexed
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Should I stay or should I go? Evidence accumulation drives decision making in human drivers · 2020 · Abbink, David A. · archived
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A Prediction of Time Series Driving Motion Scenarios Using LSTM and ESN ↗ · 2022 · Qazani, Mohammad Reza Chalak et al. · indexed
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Probabilistic Situation Assessment for Intelligent Vehicles with Uncertain Trajectory Distribution ↗ · 2021 · Huang, Heye et al. · indexed
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Post Take-Over Performance Varies in Drivers of Automated and Connected Vehicle Technology in Near-Miss Scenarios · 2024 · Yamani, Yusuke et al. · archived
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An Eye-Fixation Related Electroencephalography Technique for Predicting Situation Awareness: Implications for Driver State Monitoring Systems ↗ · 2023 · Liang, Nade et al. · indexed
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A Probabilistic Architecture of Long-Term Vehicle Trajectory Prediction for Autonomous Driving · 2022 · Liu, Jinxin et al. · archived
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Enhancing Automated Vehicle Safety Through Testing with Realistic Driver Models · 2023 · Garcia, Alfredo et al. · archived
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Risk Representation, Perception, and Propensity in an Integrated Human Lane-Change Decision Model ↗ · 2022 · Jiang, Longsheng et al. · indexed
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AutoPreview: A Framework for Autopilot Behavior Understanding · 2021 · Shen, Yuan et al. · archived
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Future reference prediction in model predictive control based driving simulators · 2016 · Mohammadi, Arash et al. · archived
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Evaluation of a Training Intervention to Improve Novice Drivers’ Hazard Mitigation When Approaching Left Turn Scenarios ↗ · 2019 · Muttart, Jeffrey W. et al. · indexed
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Modeling and adaptation of stochastic driver-behavior model with application to car following ↗ · 2011 · Angkititrakul, Pongtep et al. · indexed
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Intelligent control design of anticipation and relaxation behavior in real traffic flow ↗ · 2014 · Ghaffari, Ali et al. · indexed
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Prediction-Uncertainty-Aware Decision-Making for Autonomous Vehicles ↗ · 2022 · Tang, Xiaolin et al. · indexed
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Interaction-Aware Probabilistic Trajectory Prediction of Cut-In Vehicles Using Gaussian Process for Proactive Control of Autonomous Vehicles · 2021 · Yoon, Youngmin et al. · archived
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A Bayesian framework for preventive assistance at road intersections · 2016 · Armand, Alexandre et al. · archived
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An Approach for the Selection and Description of Elements Used to Define Driving Scenarios · 2021 · Rao, Sughosh J. et al. · archived
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How Reliable Is This Route?: Predictive Travel Time and Reliability for Anticipatory Traveler Information Systems ↗ · 2006 · Dong, Jing et al. · indexed
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Prediction Performance of Lane Changing Behaviors: A Study of Combining Environmental and Eye-Tracking Data in a Driving Simulator ↗ · 2019 · Deng, Qi et al. · indexed
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A taxonomy of prospection: Introducing an organizational framework for future-oriented cognition · 2014 · Szpunar, Karl K. et al. · archived
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Multipolicy Decision-Making for Autonomous Driving via Changepoint-based Behavior Prediction · 2015 · Galceran, Enric et al. · archived
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Development of Gap Acceptance Fuzzy Models Using Data from Driving Simulator Experiments ↗ · 2011 · Rossi, Riccardo et al. · indexed
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Statistical Threat Assessment for General Road Scenes Using Monte Carlo Sampling ↗ · 2008 · Eidehall, Andreas et al. · indexed
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Control Theoretic Models of Human Drivers in Car Following ↗ · 1977 · Bekey, George A. et al. · indexed
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SITUATION AWARENESS: WHAT IT IS AND WHY IT MATTERS FOR ITS ↗ · 1999 · Harbluk, Joanne L. et al. · indexed
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An Approach for the Selection and Description of Elements Used to Define Driving Scenarios – Part II · 2023 · Rao, Sughosh J. et al. · archived
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Classification of Eye Movement and Its Application in Driving Based on a Refined Pre-Processing and Machine Learning Algorithm ↗ · 2021 · Li, Xiansheng et al. · indexed
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A Taxonomy and Review of Algorithms for Modeling and Predicting Human Driver Behavior · 2025 · Bhattacharyya, Raunak et al. · archived
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Subtle motion cues by automated vehicles can nudge human drivers’ decisions: Empirical evidence and computational cognitive model · 2023 · Abbink, David A. · archived
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Occupancy Flow Fields for Motion Forecasting in Autonomous Driving · 2022 · Mahjourian, Reza et al. · archived
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On the Roles of Eye Gaze and Head Dynamics in Predicting Driver's Intent to Change Lanes ↗ · 2009 · Doshi, A. et al. · indexed
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Trajectory prediction of a lane changing vehicle based on driver behavior estimation and classification ↗ · 2014 · Liu, Peng et al. · indexed
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Mapping drivers’ mental models of adaptive cruise control to performance ↗ · 2021 · Gaspar, John et al. · indexed
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Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-Based Convolutional Neural Networks · 2022 · Mozaffari, Sajjad et al. · archived
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ParkPredict: Motion and Intent Prediction of Vehicles in Parking Lots · 2020 · Shen, Xu et al. · archived
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The Driving Safety Field Based on Driver–Vehicle–Road Interactions ↗ · 2015 · Wang, Jianqiang et al. · indexed
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Modeling response time and hazard identification in a video-based hazard perception test for car drivers ↗ · 2025 · Akshay, T.K. et al. · indexed
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Modeling response time and hazard identification in a video-based hazard perception test for car drivers ↗ · 2025 · Akshay, T et al. · indexed
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Análisis del comportamiento visual del conductor aplicado a la toma de decisiones en vehículos autónomos ↗ · 2023 · Sánchez–Mateo, Sofia · indexed
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Predictive Threat Assessment via Reachability Analysis and Set Invariance Theory ↗ · 2011 · Falcone, Paolo et al. · indexed
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Prediction of human driver behaviors based on an improved HMM approach · 2018 · Deng, Qi et al. · archived
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Objective evaluation of prediction strategies for optimization-based motion cueing ↗ · 2019 · Grottoli, Marco et al. · indexed
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Using an Integrated Cognitive Architecture to Model the Effect of Environmental Complexity on Drivers’ Situation Awareness ↗ · 2019 · Rehman, Umair et al. · indexed
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Online Model Predictive Motion Cueing With Real-Time Driver Prediction ↗ · 2021 · Lamprecht, Alexander et al. · indexed
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Interaction-Aware Motion Prediction for Autonomous Driving: A Multiple Model Kalman Filtering Scheme ↗ · 2020 · Lefkopoulos, Vasileios et al. · indexed
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Nudging human drivers via implicit communication by automated vehicles: Empirical evidence and computational cognitive modeling ↗ · 2024 · Zgonnikov, Arkady et al. · indexed
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The PREVENTION dataset: a novel benchmark for PREdiction of VEhicles iNTentIONs ↗ · 2019 · Izquierdo, R. et al. · indexed
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Situation Awareness for Driver-Centric Driving Style Adaptation · 2024 · Haselberger, Johann et al. · archived
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Whatever after Next? Adaptive Predictions Based on Short- and Long-Term Memory in Visual Search · 2012 · Conci, Markus et al. · archived
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Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active Learning in Autonomous Driving · 2025 · Greer, Ross et al. · archived
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Traffic safety measures using multiple streams real time data : final report · 2017 · Jafari, Mohsen · archived
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Prediction and Behaviors for Driver Assistance and Socially Cooperative Autonomous Driving · 2018 · Khurana, Aman et al. · archived
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Analysis of microscopic behavior models for probabilistic modeling of driver behavior ↗ · 2016 · Wheeler, Tim A. et al. · indexed
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Risk Awareness and Perception Training Using VR Headsets: The Validation of VR Headsets to Measure Hazard Anticipation Behaviors · 2019 · Fitzpatrick, Cole et al. · archived
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Computational Driver Model in Transport Engineering: COSMODRIVE ↗ · 1996 · Tattegrain-Veste, Hέlène et al. · indexed
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Explaining human interactions on the road by large-scale integration of computational psychological theory · 2023 · Markkula, Gustav et al. · archived
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Steering behavior model of drivers on driving simulator through visual information ↗ · 2016 · Suzaki, Tomohito et al. · indexed
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Egocentric Vision-based Future Vehicle Localization for Intelligent\n Driving Assistance Systems · 2018 · Yao, Yu et al. · archived
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Modeling the decision-making in human driver overtaking · 2020 · Stefansson, Elis et al. · archived
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Modeling Driver Responses to Automation Failures With Active Inference ↗ · 2022 · Wei, Ran et al. · indexed
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Comparing and validating models of driver steering behaviour in collision avoidance and vehicle stabilisation · 2014 · Markkula, G. et al. · archived
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Anticipating uncertain events: estimates of probability driving anticipatory eye movements · 2009 · Montagnini, Anna et al. · archived
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Graphical models for driver behavior recognition in a SmartCar ↗ · 2002 · Oliver, N. et al. · indexed
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A Quantitative Method of Assessing the Hazard Perception of Drivers in Human-Machine Codriving Vehicles ↗ · 2024 · Feng, Zhongxiang et al. · indexed
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State Estimation and Motion Prediction of Vehicles and Vulnerable Road Users for Cooperative Autonomous Driving: A Survey · 2022 · Ghorai, Prasenjit et al. · archived
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A Comparative Study of Ego-centric and Cooperative Perception for Lane Change Prediction in Highway Driving Scenarios · 2021 · Mozaffari, Sajjad et al. · archived
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Risk-based driver assistance for approaching intersections of limited visibility ↗ · 2017 · Damerow, Florian et al. · indexed
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Online intention recognition applied to real simulated driving maneuvers · 2020 · Deng, Qi et al. · archived
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Optical Information for Car Following: The Driving by Visual Angle (DVA) Model ↗ · 2007 · Andersen, George J. et al. · indexed
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Neural learning of driving environment prediction for vehicle power management ↗ · 2008 · Murphey, Yi L. et al. · indexed
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Robust, Informative Human-in-the-Loop Predictions via Empirical Reachable Sets · 2018 · Driggs-Campbell, Katherine et al. · archived
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Trajectory prediction of traffic agents at urban intersections through learned interactions ↗ · 2017 · Sarkar, Atrisha et al. · indexed
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STDA: Spatio-Temporal Dual-Encoder Network Incorporating Driver Attention to Predict Driver Behaviors Under Safety-Critical Scenarios · 2024 · Xu, Dongyang et al. · archived
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Study on Decision Mechanism of Driving Behavior Based on Decision Tree ↗ · 2008 · Yang, Xinyue · indexed
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Looking-In and Looking-Out of a Vehicle: Computer-Vision-Based Enhanced Vehicle Safety ↗ · 2007 · Trivedi, Mohan Manubhai et al. · indexed
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Improved Driving Behaviors Prediction Based on Fuzzy Logic-Hidden Markov Model (FL-HMM) · 2018 · Deng, Qi et al. · archived
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Application of an Optimal Preview Control for Simulation of Closed-Loop Automobile Driving ↗ · 1981 · MacAdam, Charles C. · indexed
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Planning, prospective memory, and decision-making: three challenges for hierarchical predictive processing models · 2013 · Basso, Demis · archived
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ANFIS based modeling and prediction car following behavior in real traffic flow based on instantaneous reaction delay ↗ · 2010 · Khodayari, Alireza et al. · indexed
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Combined Long-Term and Short-Term Predictions of Cut-In Intention Towards Vehicle Platoons ↗ · 2025 · Lu, Yun et al. · indexed
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Predictive trajectory guidance for (semi-)autonomous vehicles in public traffic ↗ · 2015 · Weiskircher, Thomas et al. · indexed
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Data-driven reachability analysis for human-in-the-loop systems ↗ · 2017 · Govindarajan, Vijay et al. · indexed
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Modeling driver behavior at roundabouts: Results from a field study · 2017 · Zhao, Mingyuan et al. · archived
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Anticipatory Attention is a Stable State Induced by Transient Control Mechanisms ↗ · 2022 · Noah, Sean et al. · indexed
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Intention Prediction-Based Control for Vehicle Platoon to Handle Driver Cut-In ↗ · 2023 · Lu, Yun et al. · indexed
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Predictive Guidance and Control Framework for (Semi-)Autonomous Vehicles in Public Traffic ↗ · 2017 · Weiskircher, Thomas et al. · indexed
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Brain signatures of catastrophic events: Emotion, salience, and cognitive control · 2024 · Laura Mas‐Cuesta et al. · archived
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Real-Time Constrained Trajectory Planning and Vehicle Control for Proactive Autonomous Driving With Road Users · 2019 · Batkovic, Ivo et al. · archived
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A Review of Model Predictive Controls Applied to Advanced Driver-Assistance Systems ↗ · 2021 · Musa, Alessia et al. · indexed
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Road occupancy prediction of traffic participants · 2013 · Althoff, Matthias et al. · archived
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Safe Local Motion Planning with Self-Supervised Freespace Forecasting ↗ · 2021 · Hu, Peiyun et al. · indexed
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Time Series Prediction of Driving Motion Scenarios Using Fuzzy Neural Networks: Motion Signal Prediction Using FNNs ↗ · 2021 · Qazani, Mohammad Reza Chalak et al. · indexed
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Combined road prediction and target tracking in collision avoidance · 2004 · Eidehall, A. et al. · archived
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Decision making in dynamic and interactive environments based on cognitive hierarchy theory, Bayesian inference, and predictive control · 2019 · Li, Sisi et al. · archived
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Predictive Cruise Control With Probabilistic Constraints for Eco Driving ↗ · 2011 · Zhang, Chen et al. · indexed
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From robotics to automotive: Lane-keeping and collision avoidance based on elastic bands ↗ · 2008 · Sattel, Thomas et al. · indexed
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Road Traffic Forecasting: Recent Advances and New Challenges · 2018 · Laña, Ibai et al. · archived
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Simulation Model of Driving Behavior Based on the Cubic Spline Nonparametric Fitting Regression ↗ · 2006 · Yang, Xinyue · indexed
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Anchoring and Adjustment in Uncertain Spatial Trajectory Prediction ↗ · 2018 · Herdener, Nathan et al. · indexed
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A Computationally Efficient Model for Pedestrian Motion Prediction · 2018 · Batkovic, Ivo et al. · archived
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Vehicles Trajectory Prediction Using Recurrent VAE Network · 2022 · Miguel, Miguel Angel De et al. · archived
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Hierarchical Game-Theoretic Planning for Autonomous Vehicles · 2019 · Fisac, Jaime F. et al. · archived
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Assessment of the Impact of Dynamic Prediction-Based Route Guidance Using Simulation-Based, Closed-Loop Framework ↗ · 2008 · Rathi, Vaibhav et al. · indexed
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Hybrid Model-Based and Memory-Based Traffic Prediction System ↗ · 2004 · Alecsandru, Ciprian et al. · indexed
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Investigation of Vehicle Speed Prediction from Neural Network Fit of Real World Driving Data for Improved Engine On/Off Control of the EcoCAR3 Hybrid Camaro ↗ · 2017 · Baker, David et al. · indexed
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Learning When to Drive in Intersections by Combining Reinforcement Learning and Model Predictive Control · 2019 · Tram, Tommy et al. · archived
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Interaction-Aware Personalized Vehicle Trajectory Prediction Using Temporal Graph Neural Networks · 2023 · Abdelraouf, Amr et al. · archived
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Does Explicit Expectation Really Affect Preparation? · 2012 · Umbach, Valentin J. et al. · archived
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Real-Time Prediction of Near-Future Traffic States on Freeways Using a Markov Model ↗ · 2014 · Noroozi, Reza et al. · indexed
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Driver- and situation-specific impact factors for the energy prediction of EVs based on crowd-sourced speed profiles ↗ · 2014 · Grubwinkler, Stefan et al. · indexed
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A learning-based autonomous driver: emulate human driver's intelligence in low-speed car following ↗ · 2010 · Wei, Junqing et al. · indexed
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Dynamic Predictor-based Extended Cooperative Adaptive Cruise Control ↗ · 2019 · Juárez, Luis et al. · indexed
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Evidential-Based Approach for Trajectory Planning With Tentacles, for Autonomous Vehicles · 2020 · Mouhagir, Hafida et al. · archived
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Simulation-Based Evaluation of Advanced Traveler Information Systems ↗ · 2005 · Balakrishna, Ramachandran et al. · indexed
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How developmental science contributes to theories of future thinking ↗ · 2007 · Atance, Cristina M. et al. · indexed
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A hybrid model-based and memory-based short-term traffic prediction system ↗ · 2022 · Alecsandru, Ciprian · indexed
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Collision Avoidance with Stochastic Model Predictive Control for Systems with a Twofold Uncertainty Structure · 2021 · Brüdigam, Tim et al. · archived
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Driver Steering Intention Prediction for Human-Machine Shared Systems of Intelligent Vehicles Based on CNN-GRU Network ↗ · 2025 · Zhou, Chen et al. · indexed
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The Role of Traffic Flow Preview for Planning Fuel Optimal Vehicle Velocity ↗ · 2010 · Asadi, Behrang et al. · indexed
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Real-Time Traffic Volatility Forecasting in Urban Arterial Networks ↗ · 2006 · Tsekeris, Theodore et al. · indexed
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PORCA: Modeling and Planning for Autonomous Driving Among Many Pedestrians · 2018 · Luo, Yuanfu et al. · archived
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Deep Learning on Traffic Prediction: Methods, Analysis, and Future Directions · 2022 · Yin, Xueyan et al. · archived
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VRDeepSafety: A Scalable VR Simulation Platform with V2X Communication for Enhanced Accident Prediction in Autonomous Vehicles ↗ · 2025 · BaniSalman, Mohammad et al. · indexed
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A Robust Scenario MPC Approach for Uncertain Multi-Modal Obstacles ↗ · 2020 · Batkovic, Ivo et al. · indexed
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Multivariate Vehicular Traffic Flow Prediction: Evaluation of ARIMAX Modeling ↗ · 2001 · Williams, Billy M. · indexed
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Interaction-Aware Trajectory Planning for Autonomous Vehicles with Analytic Integration of Neural Networks into Model Predictive Control · 2023 · Gupta, Piyush et al. · archived
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Predictive Cruise Control: Utilizing Upcoming Traffic Signal Information for Improving Fuel Economy and Reducing Trip Time ↗ · 2011 · Asadi, Behrang et al. · indexed
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Generic Trajectory Planning Algorithm for Urban Autonomous Driving · 2021 · Duhautbout, Thibaud et al. · archived
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Dynamic range prediction for an electric vehicle · 2013 · Ferreira, João C. et al. · archived
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Hybrid Neuro-Fuzzy Application in Short-Term Freeway Traffic Volume Forecasting ↗ · 2002 · Park, Byungkyu “Brian” · indexed
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GMAN: A Graph Multi-Attention Network for Traffic Prediction · 2020 · Zheng, Chuanpan et al. · archived
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PATTERN RECOGNITION BASED SPEED FORECASTING METHODOLOGY FOR URBAN TRAFFIC NETWORK · 2018 · Tettamanti, Tamás et al. · archived
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Short-Term Prediction of Urban Traffic Variability: Stochastic Volatility Modeling Approach ↗ · 2010 · Tsekeris, Theodore et al. · indexed
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A Lightweight Federated Prediction Approach for Urban VRU Movement Understanding in Autonomous Driving · 2026 · Lakshmi Narayana, I et al. · archived
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Safe Reinforcement Learning on Autonomous Vehicles · 2018 · Isele, David et al. · archived
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LEAD: Learning-Enhanced Adaptive Decision-Making for Autonomous Driving in Dynamic Environments · 2025 · Huang, Heye et al. · archived
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Coordinated look-ahead scheduling for real-time traffic signal control ↗ · 2012 · Xie, Xiao-Feng et al. · indexed
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Moving beyond “Spoon” tasks: When do children autocue their episodic future thought? · 2023 · Atance, Cristina M. et al. · archived
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Optimization of Dynamic Neural Network Performance for Short-Term Traffic Prediction ↗ · 2003 · Ishak, Sherif et al. · indexed
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V2V Communication Based Real-World Velocity Predictions for Improved HEV Fuel Economy ↗ · 2018 · Baker, David et al. · indexed
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Spatiotemporal state lattices for fast trajectory planning in dynamic on-road driving scenarios ↗ · 2009 · Ziegler, Julius et al. · indexed
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Online velocity trajectory planning for manual energy efficient driving of heavy duty vehicles using model predictive control ↗ · 2014 · Henzler, Michael et al. · indexed
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Deep Reinforcement Learning for Predictive Longitudinal Control of Automated Vehicles · 2018 · Buechel, Martin et al. · archived
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Predictive Control of Autonomous Ground Vehicles With Obstacle Avoidance on Slippery Roads ↗ · 2010 · Gao, Yiqi et al. · indexed
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Neural mechanisms underlying expectation-dependent inhibition of distracting information ↗ · 2020 · van Moorselaar, Dirk et al. · indexed
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Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting · 2018 · Yu, Bing et al. · archived
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Travel-time prediction for urban arterial road: a case on China ↗ · 2002 · Jiang, Guiyan et al. · indexed
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Advancing pedestrian trajectory prediction with interaction-aware 3D-dual contextualized modeling ↗ · 2025 · Abideen, Zain Ul et al. · indexed
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Artificial intelligence-based traffic flow prediction: a comprehensive review · 2023 · Sayed, Sayed A. et al. · archived
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Biden or Trump?: Working memory for emotion predicts the ability to forecast future feelings ↗ · 2023 · Frank, Colleen C et al. · indexed
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Projected state‐wide traffic forecast parameters using artificial neural networks ↗ · 2019 · Ghanim, Mohammad S. et al. · indexed
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Multivariate Traffic Forecasting Technique Using Cell Transmission Model and SARIMA Model ↗ · 2009 · Szeto, W.Y. et al. · indexed
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Tensor Decomposition for Spatial—Temporal Traffic Flow Prediction with Sparse Data ↗ · 2020 · Yang, Funing et al. · indexed
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The Effect of Hill Planning and Route Type Identification Prediction Signal Quality on Hybrid Vehicle Fuel Economy ↗ · 2016 · Asher, Zachary D. et al. · indexed
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Artificial Intelligence-Based Traffic Flow Prediction: A Comprehensive Review · 2022 · Sayed, Sayed A. et al. · archived
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A Hybrid Approach for State-of-Charge Forecasting in Battery-Powered Electric Vehicles ↗ · 2022 · NaitMalek, Youssef et al. · indexed
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MPC-Based Cooperative Control Strategy of Path Planning and Trajectory Tracking for Intelligent Vehicles ↗ · 2020 · Zuo, Zhiqiang et al. · indexed
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Path Planning in Urban Area Using Local Features of the Road System ↗ · 2017 · ANTONYA, Csaba · indexed
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Hybrid discrete-parametric optimization for trajectory planning in on-road driving scenarios ↗ · 2016 · Kunz, Felix et al. · indexed
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STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction · 2020 · Zhang, Zhishuai et al. · archived
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Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting · 2019 · Guo, Shengnan et al. · archived
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T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction · 2019 · Zhao, Ling et al. · archived
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A Hybrid Method for Short-Term Traffic Congestion Forecasting Using Genetic Algorithms and Cross Entropy · 2015 · López-García, Pedro et al. · archived
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A Location-Velocity-Temporal Attention LSTM Model for Pedestrian Trajectory Prediction · 2020 · Xue, Hao et al. · archived
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ETA Prediction with Graph Neural Networks in Google Maps · 2021 · Derrow-Pinion, Austin et al. · archived
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Energy Management of Fuel Cell Vehicles Based on Model Prediction Control Using Radial Basis Functions ↗ · 2021 · Xin, Weiwei et al. · indexed
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Application of Subset Autoregressive Integrated Moving Average Model for Short-Term Freeway Traffic Volume Forecasting ↗ · 1999 · Lee, Sang‐Soo et al. · indexed
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People tracking with human motion predictions from social forces ↗ · 2010 · Luber, Matthias et al. · indexed
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Model predictive coordination of autonomous vehicles crossing intersections ↗ · 2013 · Makarem, Laleh et al. · indexed
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Predictive Public-Transport Vehicle Control for Synchronized Transfers in Schedule-based Networks ↗ · 2015 · Liu, Tao et al. · indexed
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A Hybrid Deep Learning Approach with GCN and LSTM for Traffic Flow Prediction ↗ · 2019 · Li, Zhishuai et al. · indexed
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T-LSTM: A Long Short-Term Memory Neural Network Enhanced by Temporal Information for Traffic Flow Prediction · 2019 · Mou, Luntian et al. · archived
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An Adaptive Spatio-Temporal Traffic Flow Prediction Using Self-Attention and Multi-Graph Networks ↗ · 2025 · Alsehaimi, Basma et al. · indexed
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A Nonlinear Autoregressive Model with Exogenous Variables for Traffic Flow Forecasting in Smaller Urban Regions · 2022 · Li, Junzhuo et al. · archived
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Tailoring Mission Effectiveness and Efficiency of a Ground Vehicle Using Exergy-Based Model Predictive Control (MPC) ↗ · 2021 · Jane, Robert et al. · indexed
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From Crowd Motion Prediction to Robot Navigation in Crowds · 2023 · Poddar, Sriyash et al. · archived
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Adaptive Graph Attention and Long Short-Term Memory-Based Networks for Traffic Prediction · 2024 · Zhu, Taomei et al. · archived
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TGU-Net: A Temporal Generative U-Net Framework for Real-Time Traffic Anomaly Detection ↗ · 2025 · Pérez, Borja et al. · indexed
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Spatio-Temporal Graph Neural Network for Predicting Urban Traffic Flow ↗ · 2025 · Crowley, Oscar et al. · indexed
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Prediction of Traffic Flow in Vehicular Ad-hoc Networks using Optimized Based-Neural Network · 2024 · Turki, Ahmed Ibrahim · archived
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DC-STGCN: Dual-Channel Based Graph Convolutional Networks for Network Traffic Forecasting ↗ · 2021 · Pan, Chengsheng et al. · indexed
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Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting · 2020 · Song, Chao et al. · archived
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Dual-Channel Dynamic Gated Spatio-Temporal Graph for Traffic Flow Forecasting ↗ · 2025 · Wang, Chao et al. · indexed
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Graph Convolutional Gated Recurrent Unit Network for Traffic Prediction Using Loop Detector Data ↗ · 2024 · Shoman, Maged et al. · indexed
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A Mixed Logical Dynamical-Model Predictive Control (MLD-MPC) Energy Management Control Strategy for Plug-in Hybrid Electric Vehicles (PHEVs) ↗ · 2017 · Lian, Jing et al. · indexed
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SG-LSTM: Social Group LSTM for Robot Navigation Through Dense Crowds · 2023 · Bhaskara, Rashmi et al. · archived
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Dynamic Channel: A Planning Framework for Crowd Navigation · 2019 · Cao, Chao et al. · archived
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Spatiotemporal Traffic Prediction Using Hierarchical Bayesian Modeling ↗ · 2021 · Alghamdi, Taghreed et al. · indexed