traffic density
Volume and congestion of other vehicles on the road: how many surrounding vehicles there are, traffic flow level, vehicles per lane-mile, congestion and queuing, and how crowding changes driver behavior. This is strictly about the quantity of other traffic, NOT the overall visual busyness of the scene (road_complexity) and NOT the built-environment type the driving occurs in (urban_rural_setting).
Also in Environment, Road & Weather
Related elsewhere in the corpus
Topics that co-occur with this one far more than chance predicts — these sit in other categories, so the hierarchy would not have shown them to you.
Narrow by how the study was done
Counts are papers in this topic that declare the facet — these facets are sparsely declared, so a small number means few papers said, not few papers did. All facets.
1868 paper(s) · ranked by relevance to this topic
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The characteristics of driver lane-changing behaviour in congested road environments ↗ · 2023 · Wang, Wanqi et al. · indexed
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An investigation of driver distraction near the tipping point of traffic flow stability · 2009 · Cooper, JM et al. · archived
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Drivers' lane changing behavior while conversing on a cell phone in a variable density simulated highway environment · 2008 · Cooper, JM et al. · archived
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Traffic and Ratings of Driver Workload: The Effect of the Number of Vehicles and Their Distance Headways ↗ · 2019 · Liu, Ke et al. · indexed
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Effect of changing driving conditions on driver behavior towards design of a safe and efficient traffic system. · 2013 · Aghazadeh, Fereydoun et al. · archived
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Impact of Distracted Driving on Congestion · 2011 · Stavrinos, Despina et al. · archived
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Driver"s Lane Change Behavior and Decision Making in Heavy Traffic Situations ↗ · 2020 · Ryoo, Mingon et al. · indexed
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Variations in Driver Behavior: An Analysis of Car-Following Behavior Heterogeneity as a Function of Road Type and Traffic Condition · 2017 · Berthaume, Andrew et al. · archived
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Traffic congestion, driver stress, and driver aggression ↗ · 1999 · Hennessy, Dwight A. et al. · indexed
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Congestion Identification for Multilane Highway by Vehicle Lane Change as Driver Behavior ↗ · 2022 · Humoody, Mohammad Ahmad et al. · indexed
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Investigation of Automated Vehicle Effects on Driver's Behavior and Traffic Performance · 2016 · Aria, Erfan et al. · archived
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Characterization of arterial traffic congestion through analysis of operational parameters (gap acceptance and lane changing). · 2010 · Gurupackiam, Saravanan et al. · archived
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Influence of traffic congestion on driver behavior in post-congestion driving ↗ · 2020 · Li, Guofa et al. · indexed
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Quantitative Description of Informational Dimensions of Urban Freeways · 2004 · Tsyganov, Alexei et al. · archived
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The Effect of Autonomous Vehicles on Traffic · 2016 · Friedrich, Bernhard · archived
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Traffic flow from a physics perspective · 2024 · Schadschneider, Andreas · archived
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The consequences of an increase in heavy goods vehicles for passenger car drivers’ mental workload and behaviour: A simulator study · 2008 · de Waard, Dick et al. · archived
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Traffic and related self-driven many-particle systems · 2001 · Helbing, Dirk · archived
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Traffic Flow Theory - A State-of-the-Art Report: Revised Monograph on Traffic Flow Theory · 2002 · Gartner, Nathan H. et al. · archived
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Determinants Behind the Taste Variation in Discretionary Lane Changing Behavior of Drivers Facing Downstream Queues · 2025 · Matin, Seyed Hamed Seyed et al. · archived
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Mechanical Restriction versus Human Overreaction Triggering Congested Traffic States · 2004 · Lee, Hyun Keun et al. · archived
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Empirical Analysis of a Generalized Linear Multianticipative Car-Following Model in Congested Traffic Conditions ↗ · 2014 · Zhang, Xiao · indexed
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The relationship between traffic congestion, driver stress and direct versus indirect coping behaviours ↗ · 1997 · HENNESSY, DWIGHT A. et al. · indexed
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Influence of vehicle cluster driving behavior on traffic flow efficiency ↗ · 2017 · Chen, Junjie et al. · indexed
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Empirical Features of Congested Traffic States and Their Implications for Traffic Modeling · 2007 · Schönhof, Martin et al. · archived
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Towards linking driving complexity to crash risk · 2020 · Zurlinden, Hendrik et al. · archived
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Development of Tools to Model Driver Behavior in a Cooperative and Driverless Vehicle Mixed Roadway Environment · 2022 · Hunter, Michael et al. · archived
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Connecting road environment features and driver glance behavior in the macro level: Surrounding vehicle patterns, traffic density, and driver eye-glance behaviors ↗ · 2014 · Tian, Renran et al. · indexed
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Three-lane Car-flowing Model Accounting for Variable Lane Change and Driving Behavior ↗ · 2021 · Yan, Xiaotong et al. · indexed
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EFFECTS OF PAVEMENT SURFACE DEFORMATIONS ON TRAFFIC FLOW · 2019 · Mutlu Aydin, Metin et al. · archived
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Analysis of Driver Behavior in Mixed Autonomous and Non-autonomous Traffic Flows · 2022 · Liu, Jundi et al. · archived
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Behavioural changes in drivers experiencing highly-automated vehicle control in varying traffic conditions · 2013 · Jamson, A. Hamish et al. · archived
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Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods – Phase II · 2020 · Kondyli, Alexandra et al. · archived
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Analysis of Freeway Safety Influencing Factors on Driving Workload and Performance Based on the Gray Correlation Method ↗ · 2021 · Xie, Lian et al. · indexed
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Impact of Distracted Drivers on Individual and Group Behavior of Following Vehicles: A Networked Multi-Driver Simulator Study ↗ · 2018 · Xu, Jing et al. · indexed
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What Do Autonomous Vehicles Mean to Traffic Congestion and Crash? Network Traffic Flow Modeling and Simulation for Autonomous Vehicles · 2016 · Qian, Sean et al. · archived
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Impact of Urban Arterial Traffic LOS on the Vehicle Density of Different Lanes of the Arterial in Proximity of an Unsignalized Intersection for Autonomous Vehicle vs. Conventional Vehicle Environments ↗ · 2019 · Mousavi, Seyedeh Maryam et al. · indexed
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Mind the gap: Drivers underestimate the impact of the behaviour of other traffic on their workload ↗ · 2018 · Teh, Evona et al. · indexed
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Driver workload at higher speeds. · 2010 · Fitzpatrick, Kay et al. · archived
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Attribute selection for modelling driver's car-following behaviour in heterogeneous congested traffic conditions ↗ · 2013 · Aghabayk, Kayvan et al. · indexed
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An empirical assessment of driver motivation and emotional states in perceived safety margins under varied driving conditions · 2012 · Zhang, Yu et al. · archived
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Effects of heavy vehicles on dynamic traffic features. · 2016 · Ahn, Soyoung et al. · archived
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Concentration of Heterogeneous Road Traffic · 2009 · Arasan, Thamizh et al. · archived
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Human Factors in Highway Design, Operation and Safety Problems ↗ · 1960 · Forbes, Theodore W. · indexed
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Behavioral adaptation of drivers when driving among automated vehicles · 2022 · Aramrattana, Maytheewat et al. · archived
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Method for Modeling Lane-Based Driving Discipline of Drivers on Divided Multilane Urban Roads ↗ · 2021 · Aydın, Metin Mutlu · indexed
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Driving behavior and safety analysis at OSMS section for merged, one-way freeway based on simulated driving safety analysis of driving behaviour ↗ · 2020 · Lyu, Nengchao et al. · indexed
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A confirmatory factor analysis of road users’ cognitive attitudes towards contributing factors of traffic congestion · 2025 · Osei, Kwame Kwakwa et al. · archived
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Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods –Phase III · 2022 · Kondyli, Alexandra et al. · archived
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Investigation of Driver Adaptations in a Mixed Traffic Environment · 2024 · Kondyli, Alexandra et al. · archived
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The aggressive driving performance caused by congestion based on behavior and EEG ↗ · 2024 · Zhao, Shuo et al. · indexed
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Modeling Driver Behavior and Aggressiveness Using Biobehavioral Methods - Phase I · 2018 · Kondyli, Alexandra et al. · archived
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Task acceptability and workload of driving city streets, rural roads, and expressways : ratings from video clips. · 2007 · Schweitzer, Jason et al. · archived
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A generic multi-level framework for microscopic traffic simulation—Theory and an example case in modelling driver distraction · 2018 · Lint, Hans van et al. · archived
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Congested traffic states in empirical observations and microscopic simulations · 2000 · Treiber, Martin et al. · archived
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Driver behavior in traffic. · 2012 · Abbas, Montasir et al. · archived
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The Influence of Traffic Congestion, Daily Hassles, and Trait Stress Susceptibility on State Driver Stress: An Interactive Perspective1 ↗ · 2000 · Hennessy, Dwight A. et al. · indexed
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A new evaluation method to quantify drivers’ lane keeping behaviors on urban roads ↗ · 2020 · Aydin, Metin Mutlu · indexed
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Modeling Congestion on Urban Roads and Assessing Level of Service ↗ · 1999 · Maitra, Bhargab et al. · indexed
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Modeling Drivers’ Lateral Motion Control · 2015 · Ni, Daiheng · archived
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Single-vehicle data of highway traffic: Microscopic description of traffic phases · 2002 · Knospe, Wolfgang et al. · archived
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Driving Etiquette · 2019 · Peng, Huei et al. · archived
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Impact of Regular and Narrow AV-Exclusive Lanes on Manual Driver Behavior · 2020 · Machiani, Sahar Ghanipoor et al. · archived
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INTERDEPENDENCE OF CERTAIN OPERATIONAL CHARACTERISTICS WITHIN A MOVING TRAFFIC STREAM ↗ · 1965 · Athol, Patrick J · indexed
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Psychological elements in car-following models: Mental workload in case of incidents in the other driving lane ↗ · 2010 · Hoogendoorn, Raymond et al. · indexed
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Feasibility of Using In-Vehicle Video Data to Explore How to Modify Driver Behavior That Causes Nonrecurring Congestion · 2011 · Katz, Bryan et al. · archived
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Effects of roadway factors and demographic characteristics on drivers’ perceived complexity of simulated roadway videos ↗ · 2018 · Shaw, F. Atiyya et al. · indexed
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Driver behavior at freeway-ramp merging areas based on instrumented vehicle observations ↗ · 2012 · Kondyli, Alexandra et al. · indexed
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Understanding widely scattered traffic flows, the capacity drop, and platoons as effects of variance-driven time gaps · 2006 · Treiber, Martin et al. · archived
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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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A Heterogeneous Traffic Virtual-Reality Simulator to Study Irritation/Anger and Driving Behavior under Adverse Conditions ↗ · 2018 · Agrawal, Mayank et al. · indexed
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A framework for simulation of surrounding vehicles in driving simulators · 2008 · Olstam, Johan et al. · archived
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Drivers’ situational awareness of surrounding vehicles during takeovers: Evidence from a driving simulator study ↗ · 2024 · Jia, Lesong et al. · indexed
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Driver behavioural adaptations to simulated automated vehicles, potential implications for traffic microsimulation ↗ · 2023 · de Zwart, Rins et al. · indexed
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ASSESSMENT LANE CHANGING BEHAVIOR IN LOCAL RURAL ROADS ↗ · 2019 · Kadhim, Ali Jihad et al. · indexed
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Improving Effectiveness of HOV Facilities – Behavioral and Operational Considerations · 2019 · McDonald, Mark P · archived
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Modeling and simulation of multilane traffic flow · 1997 · Helbing, Dirk et al. · archived
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Potential impact of autonomous vehicles in mixed traffic from simulation using real traffic flow · 2023 · Andreotti, Eleonora et al. · archived
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Impact of heavy vehicles on surrounding traffic characteristics ↗ · 2014 · Moridpour, Sara et al. · indexed
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Human-kinetic multiclass traffic flow theory and modelling. With application to Advanced Driver Assistance Systems in congestion ↗ · 2004 · Tampère, Chris · indexed
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The Driver's Response to Decreasing Vehicle Separations during Transitions into the Automated Lane · 1996 · Bloomfield, John R. et al. · archived
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Evaluation of driver visual demand at different traffic volumes on complex two-dimensional multi-lane highway alignments ↗ · 2023 · Kadoury, Lisa · indexed
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Comparing Speed Estimations from a Moving Vehicle in Different Traffic Scenarios: Absence versus Presence of Traffic Flow · 2006 · Conchillo, Ángela et al. · archived
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Human Factors Study to Understand Driver Behavior on Managed Lane Facilities · 2025 · Alluri, Priyanka et al. · archived
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Combined impact of road and traffic characteristic on driver behavior using smartphone sensor data ↗ · 2020 · Petraki, Virginia et al. · indexed
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Analysis of the influence of traffic variables on lane change manoeuvres decision-making in real-world traffic scenarios ↗ · 2026 · Sanchez-Mateo, Sofia et al. · indexed
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Incorporating Driver Behaviors Into Connected and Automated Vehicle Simulation · 2016 · Songchitruksa, Praprut et al. · archived
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Factors influencing visual search in complex driving environments. · 2016 · Hunter, Michael P. 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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Heavy vehicle driver workload assessment. Task 3, task analysis data collection · 1996 · Kiger, Steven et al. · archived
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Smart Connected and Automated Vehicle Fleet Management: Developing Regional Dispatch Decision Support for Congestion Mitigation · 2023 · Cummings, M et al. · archived
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Impact of intelligent agents on the avoidance of spontaneous traffic jams on two-lane motorways · 2020 · Jessica, Malerczyk et al. · archived
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Modern Sediment Model of Traffic Flow · 2021 · Yedilbayev, Bauyrzhan et al. · archived
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State Driver Stress as a Function of Occupational Stress, Traffic Congestion, and Trait Stress Susceptibility1 ↗ · 2007 · Wickens, Christine M. et al. · indexed
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Integrating Human Behavior Toward the Development of Safer Cooperative Automated Transportation: Implementation of SHRP2 Naturalistic Driving Study · 2023 · Ahmed, Mohamed et al. · archived
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Tunnel Traffic Evolution during Capacity Drop Based on High-Resolution Vehicle Trajectory Data ↗ · 2022 · Yang, Lu et al. · indexed
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Statistical physics of traffic flow · 2000 · Schadschneider, Andreas · archived
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The impact of the following vehicles behaviors on the car following behaviors of the ego-vehicle · 2025 · Liu, Yang et al. · archived
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Study of Road Capacity Considering the Influence of Driving Psychology ↗ · 2014 · Ren, Yan-ming et al. · indexed
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Effects of work zone configurations and traffic density on performance variables and subjective workload ↗ · 2014 · Shakouri, Mahmoud et al. · indexed
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Estimating a congested road capacity – headway relationship of a multi-lane highway in an urban area based on lane position ↗ · 2020 · Qasim, Gofran J. et al. · indexed
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Using SHRP2-Nds Data to Investigate Freeway Operations, Human Factors, and Safety: Final Report · 2018 · Avelar, Raul Eduardo et al. · archived
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Order Parameter as an Additional State Variable of Unstable Traffic Flow · 2000 · Lubashevsky, Ihor et al. · archived
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Modeling Drivers in Route Diversion Behavior During Congestion: A Pilot Study · 2025 · Fuller, James David et al. · archived
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Effects of passing rates on driving behaviour in variable speed limit-controlled highways: Evidence of external pressure from a driving simulator study ↗ · 2024 · Ali, Yasir et al. · indexed
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What determines drivers’ speed? A replication of three behavioural adaptation experiments in a single driving simulator study · 2018 · Melman, Timo et al. · archived
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ANALYSIS OF DRIVER BEHAVIOR IN VEHICLE FOLLOWING AND LANE CHANGING PARAMETERS ON URBAN MID BLOCK SECTIONS ↗ · 2021 · Et. al., Sowjanya, · indexed
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Improving driver decisions and performance in high-speed, multilane, complex conditions. · 2009 · NHTSA · archived
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Effect of Driver Scope Awareness in the Lane Changing Maneuvers Using Cellular Automaton Model ↗ · 2013 · Arai, Kohei et al. · indexed
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A kinematic wave theory of lane-changing traffic flow · 2010 · Jin, Wen‐Long · archived
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Studying the effects of freeway alignment, traffic flow, and sign information on subjective driving workload and performance ↗ · 2019 · Xie, Lian et al. · indexed
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Scene-aware driver state understanding in car-following behaviors ↗ · 2017 · Xu, Donghao et al. · indexed
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Assessment of Capacity Changes Due to Automated Vehicles on Interstate Corridors · 2020 · Heaslip, Kevin et al. · archived
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Phenomenological Study of Dynamical Model of Traffic Flow · 1995 · Bando, Masako et al. · archived
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Strategies for Improved Driver Behavior within Work Zones · 2025 · Mishra, Sabyasachee et al. · archived
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Using the ISO detection response task to measure the cognitive load of driving four separate vehicles on two distinct highways · 2024 · Biondi, FN et al. · archived
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Influence of surrounding traffic on lane change dynamics: Insights from a video-based laboratory study ↗ · 2024 · Jokhio, Sarang et al. · indexed
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How are drivers' stress levels and emotions associated with the driving context? A naturalistic study · 2023 · Tavakoli, Arash et al. · archived
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Driver Behaviour Studies in the Motorway Operations Platform Grant ↗ · 2001 · Brackstone, Mark et al. · indexed
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Microscopic features of moving traffic jams · 2006 · Kerner, Boris S. et al. · archived
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A driving simulator study of driver performance on deceleration lanes ↗ · 2011 · Calvi, Alessandro et al. · indexed
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Simulation of Automated Vehicles' Drive Cycles · 2018 · LeVine, Scott · archived
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Evaluation of Autonomous Vehicles and Smart Technologies for Their Impact on Traffic Safety and Traffic Congestion · 2020 · Miles, James et al. · archived
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Development of Relationships between Safety and Congestion for Urban Freeways ↗ · 2013 · Harwood, D W et al. · indexed
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Honk Effect on Two-Lane Traffic Flow Considering Driver Behaviors ↗ · 2013 · Xu, Kun et al. · indexed
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Simulation of Traffic Flow to Analyze Lane Changes on Multi-lane Highways under Non-lane Discipline ↗ · 2018 · Srikanth, Seelam et al. · indexed
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Traffic Behavior at Freeway Bottlenecks · 2014 · Coifman, Benjamin et al. · archived
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Real time driver information for congestion management. · 2015 · Ishak, Sherif et al. · archived
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Car-following behavioural adaptation when driving next to automated vehicles on a dedicated lane on motorways: A driving simulator study in the Netherlands · 2021 · Schoenmakers, Mathijs et al. · archived
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The Dynamic Merge: Using Traffic Volume Based Signing to Improve Workzone Throughput · 2019 · Weaver, Starla et al. · archived
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Effect of Freeway Level of Service and Driver Education on Truck Driver Stress: Phase 1 · 2012 · Sharma, Anuj et al. · archived
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Mental Workload, Longitudinal Driving Behavior, and Adequacy of Car-Following Models for Incidents in Other Driving Lane ↗ · 2010 · Hoogendoorn, Raymond et al. · indexed
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Development and Evaluation of New Anchors for Ratings of Driving Workload · 2012 · Lin, Brian T W et al. · archived
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Some traffic characteristics of rural roads in Iraq · 2018 · Al-Jameel, Hamid Athab et al. · archived
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Behavioral adaptation in mixed traffic: the roles of AV penetration rate and human driving style ↗ · 2026 · Chen, Haitao et al. · indexed
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Enhanced motorway capacity estimation considering the impact of vehicle length on the fundamental diagram ↗ · 2024 · Loo, Erik Giesen et al. · indexed
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Evaluation of Work Zone Mobility by Utilizing Naturalistic Driving Study Data · 2019 · Zhou, Huaguo Hugo et al. · archived
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Macro-Level Analysis of Factors Related to Areawide Highway Traffic Congestion ↗ · 2002 · Hahn, Elisabeth et al. · indexed
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Traffic Bottlenecks: Identification and Solutions · 2016 · Hale, David et al. · archived
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Macroscopic simulation of widely scattered synchronized traffic states · 1999 · Treiber, Martin et al. · archived
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FREEWAY SPEED-FLOW-CONCENTRATION RELATIONSHIPS: MORE EVIDENCE AND INTERPRETATIONS (WITH DISCUSSION AND CLOSURE) ↗ · 1989 · Banks, James H. · indexed
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Effect of Construction Work Zone on Traffic Stream Parameters Using Vehicular Trajectory Data under Mixed Traffic Conditions ↗ · 2020 · Raju, Narayana et al. · indexed
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Analysis of Driving Behaviors and Cognitive Load Impacts of Human Drivers in Connected Work Zones ↗ · 2024 · He, Liying et al. · indexed
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Does the Conspicuity of Automated Vehicles with Visible Sensor Stacks Influence the Car-Following Behavior of Human Drivers? A Pilot Study ↗ · 2025 · Piri, Mehran et al. · indexed
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Empirical Studies on Traffic Flow in Inclement Weather · 2006 · Hranac, Rob et al. · archived
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Understanding Driver's Situation Awareness in Highly Automated Driving ↗ · 2022 · Kim, Young Woo et al. · indexed
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The spatial variability of vehicle densities as determinant of urban network capacity · 2010 · Mazloumian, Amin et al. · archived
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Driver behavior on road work zones: a systematic review · 2023 · Silveira, Renato Luiz et al. · 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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Analysis of Traffic Signs Information Volume Affecting Driver’s Visual Characteristics and Driving Safety ↗ · 2022 · Han, Lei et al. · indexed
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Speed behaviour and mental workload of small-spacing expressway interchanges based on field driving test ↗ · 2023 · Xu, Jin et al. · indexed
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Assessing the effects of road geometry and fidelity on driver behaviour in driving simulator experiments ↗ · 2023 · Mussone, Lorenzo · indexed
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Narrowing Freeway Lanes and Shoulders to Create Additional Travel Lanes · 2021 · Hale, David et al. · archived
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Developing Novel Performance Measures for Traffic Congestion Management and Operational Planning Based on Connected Vehicle Data · 2022 · Khadka, Swastik et al. · archived
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Microscopic Analysis of Traffic Flow in Inclement Weather · 2009 · Rakha, Hesham et al. · archived
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Understanding congested travel in urban areas · 2016 · Çolak, Serdar et al. · archived
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Identification and Analysis of Queue Spillovers in City Street Networks · 2011 · Geroliminis, Nikolas et al. · archived
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Understanding traffic congestion from stakeholders' perceptions in the central area of Lahore, Pakistan · 2021 · Ali, Nazam et al. · archived
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Driving Behavior at Signalized Intersections Operating under Disordered Traffic Conditions ↗ · 2021 · Chauhan, Ritvik et al. · indexed
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Influence of Traffic Flow Around the Intelligent Vehicle on Takeover Time in a Bottleneck of the Expressway ↗ · 2021 · Liu, Qingchao et al. · indexed
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Exploring lane change safety issues for manually driven vehicles in vehicle platooning environments ↗ · 2018 · Lee, Seolyoung et al. · indexed
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Microscopic Traffic Flow Properties in Emergency Situations ↗ · 2013 · Hoogendoorn, Raymond et al. · indexed
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The Interrelationships between Speed Limits, Geometry, and Driver Behavior · 2018 · Savolainen, Peter T. et al. · archived
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US Highway 101 Dataset : [fact sheet] · 2007 · NHTSA · archived
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Effect of Driver Distraction on Traffic Flow Stability via Desired Safety Margin Model ↗ · 2018 · Zhang, Junjie et al. · indexed
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Intersection Complexity and Its Influence on Human Drivers · 2022 · Weinreuter, Hannes et al. · archived
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Quantitative Study on Road Traffic Environment Complexity under Car-Following Condition ↗ · 2022 · Liu, Wenlong et al. · indexed
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Public Roads: A Journal of Highway Research, Vol. 31, No. 3 · 1960 · Michaels, Richard M. et al. · archived
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Emerging Behavioral Adaptation of Human-Driven Vehicles in Interactions with Automated Vehicles: Insights from a Microsimulation Study · 2025 · Saljoqi, Masoud et al. · archived
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Effects of Adjacent Vehicles on Judgments of a Lead Car During Car Following ↗ · 2016 · Levulis, Samuel J. et al. · indexed
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Influence of CAV clustering strategies on mixed traffic flow characteristics: An analysis of vehicle trajectory data · 2020 · Zhong, Zijia et al. · archived
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Qualitative assessment of the composition of the traffic flow · 2021 · Shevtsova, Anastasia et al. · archived
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Research on the impact of driving environment complexity on driving safety based on Driver Sky View Index (DSVI). · 2026 · Quan, L et al. · archived
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Comparison of Speed-Density Models in the Age of Connected and Automated Vehicles · 2023 · Karbasi, Amir Hossein et al. · archived
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Effects of Traffic Conditions on Driver Takeover Performance and Situational Awareness ↗ · 2023 · Jia, Lesong et al. · indexed
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A Simulation Approach for Evaluating Congestion and Its Mitigation Measures on Urban Arterials Operating with Mixed Traffic Conditions · 2022 · Bari, Chintaman Santosh et al. · archived
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Intelligent Cruise Control Field Operational Test Vol III: Performance of a String or Cluster of ACC-Equipped Cars · 1998 · Bogard, S. et al. · archived
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Safety and experience of other drivers while interacting with automated vehicle platoons · 2021 · Aramrattana, Maytheewat et al. · archived
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Task-Difficulty Homeostasis in Car Following Models: Experimental Validation Using Self-Paced Visual Occlusion · 2017 · Pekkanen, Jami et al. · archived
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Relationship Between Traffic Volume and Accident Frequency at Intersections ↗ · 2020 · Retallack, Angus et al. · indexed
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Overtaking automated truck platoons: Effects of platoon organisations and traffic situation on driving behaviours of nearby manual vehicle drivers · 2025 · Lin, Zijian et al. · archived
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Characterizing Heterogeneous Car-Following Behaviors of Human Drivers in Mixed Traffic · 2024 · Sun, Meng et al. · archived
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Adaptation Longitudinal Driving Behavior, Mental Workload, and Psycho-Spacing Models in Fog ↗ · 2011 · Hoogendoorn, Raymond G. et al. · indexed
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Sensitivity analysis of driver behavior under emergency conditions ↗ · 2012 · Prionisti, Elena et al. · indexed
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A Vehicle Guidance Model with a Close-to-Reality Driver Model and Different Levels of Vehicle Automation · 2021 · Ma, Xiaoyi et al. · archived
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Safety evaluation of freeway interchange merging areas based on driver workload theory ↗ · 2020 · Hu, Jiangbi et al. · indexed
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Driver behaviour with adaptive cruise control · 2005 · Stanton, Neville A. et al. · archived
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Modeling Lane-Changing Behavior in Freeway Off-Ramp Areas from the Shanghai Naturalistic Driving Study ↗ · 2018 · Zhang, Lanfang et al. · indexed
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Study on the Driver Visual Workload in High-Density Interchange-Merging Areas Based on a Field Driving Test ↗ · 2024 · Zhang, Yue et al. · indexed
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Investigating the effect of drivers’ mental workload on the occurrence of driving anger among urban drivers in Qazvin city ↗ · 2024 · Abdi, Hanieh et al. · indexed
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The effect of visual advanced driver assistance systems on a following human driver in a mixed-traffic condition · 2023 · Ariansyah, Dedy et al. · archived
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A comprehensive examination of naturalistic lane-changes · 2004 · Lee, Suzanne E. et al. · archived
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A Data-driven Approach for Estimating the Fundamental Diagram · 2019 · Bhouri, Neila et al. · archived
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Phase II Investigation of Safety at Toll Plazas Using Driving Simulation · 2018 · Knodler, Michael A. et al. · archived
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Older drivers' perceptions, responses, and driving behaviours during complex traffic conditions at a signalized intersection ↗ · 2008 · Hong, I et al. · indexed
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Improving Work Zone Mobility Through Planning, Design, and Operations · 2022 · Turochy, Rod et al. · archived
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Assessment of driver fatigue-related brain responses and causal factors during driving under different traffic conditions · 2024 · Adachi, Masataka et al. · archived
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Analysis of reaction time during car-following process based on driving simulation test ↗ · 2015 · Xue, Qingwan et al. · indexed
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Traffic psychology theories: Towards understanding driving behaviour and safety efforts ↗ · 2005 · Summala, Heikki · indexed
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Modelling heavy vehicle car‐following behaviour in congested traffic conditions ↗ · 2013 · Aghabayk, Kayvan et al. · indexed
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An analysis of the effect of roadway design on driver's workload ↗ · 2009 · Pellegrino, O. · indexed
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Impact of Transition Areas on Driving Workload and Driving Behavior in Work Zones: A Naturalistic Driving Study ↗ · 2023 · Ma, Sen et al. · indexed
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Impact of Heavy Vehicles on Freeway Operating Characteristics under Congested Conditions ↗ · 2013 · Ahmed, Umama et al. · indexed
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The physics of traffic · 1999 · Kerner, Boris S. · archived
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Sharing the Road: How Human Drivers Interact with Autonomous Vehicles on Highways · 2022 · Huang, Chunxi et al. · archived
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Identifying Lane-Change Maneuvers with Probe Vehicle Data and an Observed Asymmetry in Driver Accommodation ↗ · 2012 · Xuan, Yiguang et al. · indexed
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Variable Message Sign strategies for Congestion Warning on Motorways · 2018 · Alhajyaseen, Wael Khaleel Mohammad et al. · archived
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TravelAid : in-vehicle signing and variable speed limit evaluation · 2001 · Ulfarsson, Gudmundur F. et al. · archived
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Safety Assessment of Adjacent Roads Sections via Maximum Entropy Driver's Perception Field · 2020 · Kulbashna, Nadiia et al. · archived
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Influence of traffic flow of on-ramps on the mainline speed on freeways ↗ · 2024 · Ru, Han et al. · indexed
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Relationships between Safety and Both Congestion and Number of Lanes on Urban Freeways ↗ · 2008 · Kononov, Jake et al. · indexed
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Social Interaction Patterns in Driver Behavior: An Introductory Review ↗ · 1976 · Wilde, Gerald J.S. · indexed
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An Investigation of the Impact of Advanced Vehicle Technologies on Traffic Operations ↗ · 2011 · Elefteriadou, Lily et al. · indexed
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Experimental study of short-range interactions in vehicular traffic · 2009 · Appert-Rolland, Cécile · archived
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Modeling driver lane-changing aggressiveness under target-lane interference: A Bayesian approach using naturalistic trajectory data ↗ · 2026 · Shen, Rui et al. · indexed
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A simulator study of driving behavior and mental workload in mixed-use arterial road environments ↗ · 2019 · O’Hern, Steve et al. · indexed
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Exploring an Interaction Model for Land Used Intensity-traffic Congestion · 2024 · Asmael, Noor Moutaz et al. · archived
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Evaluation of Work Zone Mobility by Utilizing Naturalistic Driving Study Data, Phase II · 2022 · Zhou, Huaguo Hugo et al. · archived
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Impact of distracted driving on safety and traffic flow ↗ · 2013 · Stavrinos, Despina et al. · indexed
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Investigating the relation between instantaneous driving decisions and safety critical events in naturalistic driving environment ↗ · 2021 · Khattak, Zulqarnain H. et al. · indexed
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The Effects of Task Load and Vehicle Heterogeneity on Performance in the Multiple-Vehicle Tracking Task ↗ · 2015 · Lochner, Martin J et al. · indexed
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Combined Effect of Traffic and Geometrics on Rear-End Collision Risk ↗ · 2010 · Bella, Francesco et al. · indexed
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Evaluation of the Impact of Driver Behavior on Back of Queues Events in Work Zones Using the SHRP2 Naturalistic Driving Study Data ↗ · 2024 · Hallmark, Shauna et al. · indexed
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Impact of an exclusive narrow automated vehicle lane on adjacent lane driver behavior ↗ · 2023 · Sohrabi, Aryan et al. · indexed
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Discrete Event Simulation of Driver's Routing Behavior Rule at a Road Intersection ↗ · 2019 · Benzaman, Ben et al. · indexed
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Driver’s Cognitive Workload and Driving Performance under Traffic Sign Information Exposure in Complex Environments: A Case Study of the Highways in China ↗ · 2017 · Lyu, Nengchao et al. · indexed
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Advanced Operations Focused on Connected Vehicles/Infrastructure (CVI-UTC) · 2016 · Dingus, Thomas A et al. · archived
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Driver behaviour assessment due to changes in the geometric layout to integrate lateral jet fans in long road tunnels ↗ · 2024 · Lioi, A. et al. · indexed
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The Effects of the Driver’s Mental State and Passenger Compartment Conditions on Driving Performance and Driving Stress ↗ · 2020 · Magaña, Víctor Corcoba et al. · indexed
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Impacts Assessment of Dynamic Speed Harmonization with Queue Warning: Task 3, Impacts Assessment Report · 2015 · Dowling, R. et al. · archived
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Phase II : operational and safety-based analyses of varied toll lane configurations. · 2016 · Valdes, Didier et al. · archived
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Analysis of Driver Behavior and Operations at Intersection Short Lanes · 2016 · Knodler Jr., Michael A. et al. · archived
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Quality of Service and Customer Satisfaction on Arterial Streets: Final Report · 2003 · NHTSA · archived
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Effects of Marking Automated Vehicles on Human Drivers on Highways · 2020 · Fuest, Tanja et al. · archived
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Field Test Research on Vehicles Crossing the Lane Lines and Lane-Changing Locations Traffic Behavior in Multi-Lane Freeway Diverging and Merging Areas ↗ · 2015 · Wan, Haifeng et al. · indexed
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Mental Workload as a Function of Traffic Density: Comparison of Physiological, Behavioral, and Subjective Indices · 2003 · Baldwin, Carryl L et al. · archived
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A spatio-temporal analysis of the impact of congestion on traffic safety on major roads in the UK ↗ · 2011 · Wang, Christopher et al. · indexed
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Comparative analysis of mental workload and performance between young and elderly drivers: Implications for road safety and age-related driving challenges ↗ · 2024 · Entezarizarch, Elham et al. · indexed
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Longitudinal Driving Behavior before, during, and after a Left-Turn Movement at Signalized Intersections: A Naturalistic Driving Study in China ↗ · 2022 · Xia, Lihong 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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Analysis of Distribution, Frequency, and Duration of Naturalistic Lane Changes ↗ · 2002 · Olsen, Erik C. B. et al. · indexed
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Understanding Risks and Opportunities for Ramp Metering Control in a Mixed-Autonomy Future · 2025 · Stern, Raphael et al. · archived
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Traffic conditions and their impact on the functional state of the bus driver ↗ · 2021 · Postranskyy, Taras et al. · indexed
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Combining driving simulator and physiological sensor data in a latent variable model to incorporate the effect of stress in car-following behaviour · 2019 · Paschalidis, Evangelos et al. · archived
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Observing freeway ramp merging phenomena in congested traffic ↗ · 2007 · Sarvi, Majid et al. · indexed
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Verification and Calibration of Microscopic Traffic Simulation Using Driver Behavior and Car-Following Metrics for Freeway Segments · 2024 · Medina, Juan C. et al. · archived
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Response to Emergency Vehicles When Driving in a Mixed Vehicle Fleet · 2024 · Sanchez, Robert et al. · archived
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Empirical Study of Impact of Icy Roadway Surface Condition on Driver Car-Following Behavior ↗ · 2011 · Park, Sangjun et al. · indexed
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Car following with an inertia-oriented driving technique: A driving simulator experiment · 2022 · Tenenboim, Einat et al. · archived
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A Density-Based and Lane-Free Microscopic Traffic Flow Model Applied to Unmanned Aerial Vehicles · 2021 · Gharibi, Mirmojtaba et al. · archived
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Applications of Driving Simulators in Intelligent Transportation Systems: Investigating Driver Behaviour under Variable Speed Limits · 2026 · Baiky, Behnood et al. · archived
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Capacity of Freeway Merge Areas with Different On-Ramp Traffic Flow · 2015 · Shen, Jinxing et al. · archived
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Analytical Prediction of Self-Organized Traffic Jams as a Function of Increasing ACC Penetration ↗ · 2012 · Jerath, Kshitij et al. · indexed
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An areal continuum model for mixed traffic · 2026 · Maiti, Nandan et al. · archived
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Driving simulator study for the effects of autonomous vehicles on drivers behaviour under car-following conditions · 2022 · Calvi, Alessandro et al. · archived
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Evaluation of traffic congestion mitigation techniques using an entropy-TOPSIS integrated method · 2026 · Hussain, Daniyal et al. · archived
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Automated Driving Control in Mixed Traffic Flow Using V2V Communication ↗ · 2025 · Lee, Euntak et al. · indexed
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Car-Following Behavior of Human-Driven Vehicles in Mixed-Flow Traffic: A Driving Simulator Study ↗ · 2023 · Zhou, Anye et al. · indexed
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Service Level Evaluation of Floridas Highways Considering the Impact of Autonomous Vehicles · 2019 · Mahdavian, Amirsaman et al. · archived
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Factors Affecting the Impact of Autonomous Vehicles on Freeway Operations – An Exploratory Analysis Using PCEs ↗ · 2024 · Favero, Renan et al. · indexed
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Driving Behavior in Case of Haze: A High Fidelity Driving Simulator Study ↗ · 2014 · Tu, Huizhao et al. · indexed
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Evaluating Driver Performance on Rural Two-Lane Horizontal Curved Roadways Using a Driving Simulator · 2012 · Bertola, Mary Anne et al. · archived
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Rear Vehicle Matters: How Tailgaters Influence the Car-Following Behaviors of the Ego-Vehicle · 2025 · Liu, Yang et al. · archived
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Cooperative Adaptive Cruise Control: Human Factors Analysis · 2013 · Jones, Stephen · archived
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Car Following and Microscopic Traffic Simulation Under Distracted Driving ↗ · 2021 · Zatmeh-Kanj, Sunbola et al. · indexed
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An Empirical Model of Driver Workload Dynamics at Unsignalized Intersections ↗ · 2026 · Wang, Yiyun et al. · indexed
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Analysis of SHRP2 Data to Understand Normal and Abnormal Driving Behavior in Work Zones · 2019 · Flannagan, Carol A. et al. · archived
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Simulation Of Highly Heterogeneous Traffic Flow Characteristics · 2001 · Arasan, V. Thamizh et al. · archived
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Evaluation of Traffic Congestion Mitigation Techniques Using an Entropy-TOPSIS Integrated Method · 2025 · Hussain, Daniyal et al. · archived
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Study on Driver Behavior Pattern in Merging Area under Naturalistic Driving Conditions ↗ · 2024 · Li, Yan et al. · indexed
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Modelling communication-enabled traffic interactions · 2023 · Siebinga, Olger et al. · archived
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Investigating the Effect of Roundabout Geometry and Traffic Congestion Level on Deep Learning-Based Vehicle Detection and Tracking ↗ · 2026 · Hamad, K et al. · indexed
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Diverging Driver Performance along Deceleration Lanes: Driving Simulator Study ↗ · 2015 · Calvi, Alessandro et al. · indexed
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Driver’s Behavior and Mental Workload of Self-Driving Vehicle Following Behind Speed-Limited Autonomous Vehicle · 2019 · ASANUMA, Takashi et al. · archived
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A Multimodal Approach for Monitoring Driving Behavior and Emotions ↗ · 2020 · Tavakoli, Arash et al. · indexed
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Modeling and Mitigation of Car-Truck Interactions on Freeways ↗ · 2004 · Peeta, Srinivas et al. · indexed
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Deterministic microscopic three-phase traffic flow models · 2006 · Kerner, Boris S. et al. · archived
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Exploring Cooperative Lane Change Decisions in Vehicle-to-Infrastructure – A Potential Conflict Analysis Approach · 2026 · FANG, Xushan et al. · archived
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Modeling Lane Changes at Freeway On-Ramps With a Novel Car-Following Model Based on Desired Time Headways ↗ · 2025 · Berghaus, Moritz et al. · indexed
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Evaluating a Signalized Intersection Performance Using Unmanned Aerial Data · 2022 · Ashqer, Mujahid I. et al. · archived
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Human Merging Behavior in a Coupled Driving Simulator: How Do We Resolve Conflicts? · 2024 · Abbink, David A. · archived
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Modeling Passing Behavior on Two-Lane Rural Highways: Evaluating Crash Risk under Different Geometric Condition · 2015 · Dyre, Brian P. et al. · archived
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Lane Choice Behavior at Toll Plaza Under Mixed Traffic Conditions Using TODIM Method: A Case Study ↗ · 2022 · Bari, Chintaman Santosh et al. · indexed
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Modeling Vehicle Interactions during Merge in Congested Weaving Section of Freeway Ramp ↗ · 2014 · Wan, Xia et al. · indexed
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Modeling and Control of HOT Lanes - Phase II · 2019 · Kurzhanskiy, Alex A. · archived
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Event-Triggered Regulation of Mixed-Autonomy Traffic Under Varying Traffic Conditions · 2025 · Zhang, Yihuai et al. · archived
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Quantifying the Impacts of Real Time Travel Information on Route Choice Behavior Using Psychophysiological Analysis · 2017 · Agrawal, Shubham et al. · archived
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Driver's Reaction Time in Evaluation of the Road Capacity ↗ · 2015 · Shevtsova, Anastasiya et al. · indexed
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Effect of Relative Delay Rate on Predicted Accident at Karbala City Arterial Streets: A Simulation Study · 2025 · Salah, Majida et al. · archived
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Network-level analysis of the effects of drivers’ preferences toward driving behavior of Automated Vehicles: a microsimulation study on a highway segment ↗ · 2025 · Saljoqi, Masoud et al. · indexed
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Smartphone Based Incentive Framework for Dynamic Network Level Traffic Congestion Management · 2022 · Du, Lili et al. · archived
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Real-Time Traffic Congestion Prediction Using Predictive Data Analysis · 2024 · Mohapatra, Ambarish G. · archived
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Evaluation of outlier detection algorithms for traffic congestion assessment in smart city traffic data from vehicle sensors · 2018 · Blázquez, Ramona Ruiz et al. · archived
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Microsimulation Modelling and Scenario Analysis of a Congested Abu Dhabi Highway ↗ · 2023 · Hasan, Umair et al. · indexed
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Comparative Evaluation of Road Vehicle Emissions at Urban Intersections with Detailed Traffic Dynamics ↗ · 2022 · Shepelev, Vladimir et al. · indexed
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Empirical Study of Traffic Features at a Freeway Lane Drop ↗ · 2005 · Bertini, Robert L. et al. · indexed
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Exploring the Potential of Web Based Information of Business Popularity for Supporting Sustainable Traffic Management · 2020 · Bandeira, Jorge M. et al. · archived
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On the Effect of COVID-19 on Drivers’ Behavior: A Survey Study ↗ · 2022 · Lopetrone, Erika et al. · indexed
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Modeling lateral placement and movement of vehicles on urban undivided roads in mixed traffic: A case study of India ↗ · 2019 · Kotagi, Punith B. et al. · indexed
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Effect of Information Availability on Stability of Traffic Flow: Percolation Theory Approach ↗ · 2017 · Talebpour, Alireza et al. · indexed
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A Multidimensional Analysis of Factors Impacting Mobility of Open-Access Multilane Highways ↗ · 2022 · Khan, Jamal Ahmed et al. · indexed
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Exploring the Impact of Driver Adherence to Speed Limits and the Interdependence of Roadside Collisions in an Urban Environment: An Agent-Based Modelling Approach ↗ · 2021 · Olmez, Sedar et al. · indexed
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The impact of automation and connectivity on traffic flow and CO2 emissions. A detailed microsimulation study · 2020 · Makridis, Michail et al. · archived
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Estimating traffic volumes for signalized intersections using connected vehicle data · 2017 · Zheng, Jianfeng et al. · archived
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Exploitation of ACC systems towards improved traffic flow efficiency on motorways ↗ · 2017 · Spiliopoulou, Anastasia et al. · indexed
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Applying Bundled Speed-Harmonization, Cooperative Adaptive Cruise Control, and Cooperative-Merge Applications to Managed-Lane Facilities · 2021 · Ma, Jiaqi et al. · archived
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Relationship of Lane Width to Saturation Flow Rate on Urban and Suburban Signalized Intersection Approaches ↗ · 2007 · Potts, Ingrid B. et al. · indexed
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Modeling of Effective Parameters for Capacity Prediction at Signalized Intersection Lanes · 2022 · Aydın, Metin Mutlu · archived
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An Asymmetric-Anticipation Car-following Model in the Era of Autonomous-Connected and Human-Driving Vehicles ↗ · 2020 · Jafaripournimchahi, Ammar et al. · indexed
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Impact of Exclusive Bus Lanes on Traffic Performance in Urban Areas · 2017 · Abdelfatah, Akmal et al. · archived
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Modeling the Effect of Automated and Human-Driven Vehicles on the Performance of Intelligent Intersections ↗ · 2024 · Mirzahossein, Hamid et al. · indexed
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Traffic capacity constraints from level 3 control transitions ↗ · 2025 · Alms, Robert et al. · indexed
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Operational Effectiveness of Passing Zones Depending on Length and Traffic Volume ↗ · 2013 · Moreno, Ana Tsui et al. · indexed
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Experimental Studies for Traffic Incident Management · 2016 · Brownstone, David et al. · archived
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Congestion loop analysis on continuous one hour traffic volume and travel time plots linked to one minute volume speed diagrams ↗ · 2025 · Fujita, Motohiro et al. · indexed
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Estimating Freeway Traffic Volume Using Shockwaves and Probe Vehicle Trajectory Data ↗ · 2017 · Anuar, Khairul et al. · indexed
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Evaluation of the Accuracy of Traffic Volume Counts Collected by Microwave Sensors ↗ · 2015 · Chang, David K. · indexed
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Impacts of Cooperative Adaptive Cruise Control on Freeway Traffic Flow ↗ · 2012 · Shladover, Steven E et al. · indexed
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Calibration and Validation of Microsimulation Models for Estimating Control Delay at Signalized Intersections in Upper Egypt, Sohag city as case study ↗ · 2022 · Mandor, Ahmed et al. · indexed
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Generating Pedestrian Trajectories Consistent with the Fundamental Diagram Based on Physiological and Psychological Factors · 2015 · Narang, Sahil et al. · archived
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Effects of in-car CO2 concentration on driving: a preliminary study with taxi drivers ↗ · 2025 · Shimazaki, Kan et al. · indexed
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Comparative Assessment of Expected Safety Performance of Freeway Automated Vehicle Managed Lanes ↗ · 2024 · Sarran, Jana McLean et al. · indexed
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The forecast and analysis of toll channel scale of expressway toll station ↗ · 2021 · Pang, Guanzheng · indexed
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Parameters Affecting Professional Driver Response to VMS Messages ↗ · 2015 · Poulopoulou, Maria et al. · indexed
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Investigation of saturation flow rate using video camera at signalized intersections in Jordan ↗ · 2020 · Al-Mistarehi, Bara’ W. et al. · indexed
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Assessment of Passenger Car Equivalency for Increased Heavy Vehicles Percentage on Urban Multilane Roads—A Field-Based Study ↗ · 2026 · Alshabibi, Nawaf M. · indexed
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Exploring the impact of traffic congestion on CO2 emissions in freight distribution networks · 2016 · Kellner, Florian · archived
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Simulation of the Pedestrians' Influence to the Capacity of Motorised Vehicles in a Roundabout · 2008 · Tollazzi, Tomaž et al. · archived
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Passenger Car Units at Different Levels of Service for Capacity Analysis of Multilane Interurban Highways in India ↗ · 2013 · Mehar, A. et al. · indexed
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Impacts of Different Types of Automated Vehicles on Traffic Flow Characteristics and Emissions: A Microscopic Traffic Simulation of Different Freeway Segments ↗ · 2022 · Beza, Abebe Dress et al. · indexed
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Potential Freeway Congestion Severity Measure: Impact of Continuous Congestion Patterns ↗ · 2009 · Jun, Jungwook et al. · indexed
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Optimal Trajectory Planning for Connected and Automated Vehicles in Lane-Free Traffic With Vehicle Nudging · 2023 · Yanumula, Venkata Karteek et al. · archived
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Passenger Car Equivalent Value for Commercial Vehicles: A New Approach · 2021 · Bouhouras, Efstathios et al. · archived
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From Sensors Data to Urban Traffic Flow Analysis · 2019 · Po, Laura et al. · archived
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Novel Area Occupancy–Based Method for Passenger Car Unit Estimation on Multilane Urban Roads Under Heterogeneous Traffic Scenario ↗ · 2017 · Mishra, Raunak et al. · indexed
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Impact of Connected and Autonomous Vehicles on Nontraditional Intersection Design: Superstreets · 2021 · Fan, Wei (David) et al. · archived
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Operational Evaluation of Do Not Block the Box Campaigns in Georgia · 2018 · Guin, Angshuman et al. · archived
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Extremum Seeking for Traffic Congestion Control With a Downstream Bottleneck · 2020 · Yu, Huan et al. · archived
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Capacity Analysis of Urban Arterial Midblock Sections Under Mixed Traffic Conditions · 2022 · Dhamaniya, Ashish et al. · archived
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Use of Performance Measurement System Data to Diagnose Freeway Bottleneck Locations Empirically in Orange County, California ↗ · 2005 · Bertini, Robert L. et al. · indexed
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Traffic Flow on a Ring With a Single Autonomous Vehicle: An Interconnected Stability Perspective · 2020 · Giammarino, Vittorio et al. · archived
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Video-Based Object Recognition for Identifying Vehicle Distances Needed in Bridge Load Evaluations · 2025 · Ralbovsky, Marian et al. · archived
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Impacts of automated passenger cars on the capacity of a freeway basic section: applicability in the determination of vehicle adjustment factors in mixed traffic ↗ · 2023 · Lyimo, Sia M. et al. · indexed
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Integrating Transformative Technologies in Indiana’s Transportation Operations · 2023 · Walker, Jasmine et al. · archived
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Its Based Demand Management Model for Congestion Mitigation on an Urban Traffic Corridor in Ilorin, Nigeria ↗ · 2023 · Ogunkunbi, Gabriel et al. · indexed
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Traffic Accident Propagation Properties and Control Measures for Urban Links Based on Cellular Automata ↗ · 2013 · Li, Xian-sheng et al. · indexed
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Assessing the Network-Wide Impacts of Dedicated Lanes for Connected Autonomous Vehicles ↗ · 2023 · Fakhrmoosavi, Fatemeh et al. · indexed
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Empirical Analysis of the Macroscopic Characteristics of Bicycle Flow during the Queue Discharge Process at a Signalized Intersection ↗ · 2018 · Goñi-Ros, Bernat et al. · indexed
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Performance of Traffic Networks during Multimodal Evacuations: Simulation-Based Assessment ↗ · 2012 · Naghawi, Hana et al. · indexed
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Estimation of truck reduction factors applicable to calculation of parameters of a regulated intersection ↗ · 2021 · Donchenko, V. V. et al. · indexed
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The influence of traffic flow dynamics on urban soundscapes · 2005 · De Coensel, Bert et al. · archived
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Investigation of the discharge flow rate patterns at real-time traffic signal control intersections · 2022 · Karabulut, Nihat Can et al. · archived
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Rural traffic characteristics using field data and the developed simulation model ↗ · 2020 · Al-Jameel, Hamid Athab et al. · indexed
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Traffic flow impacts on the environment along urban streets under mixed traffic conditions in Al-Najaf city ↗ · 2023 · Mansour, Ali Imad et al. · indexed
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Urban Network Gridlock: Theory, Characteristics, and Dynamics ↗ · 2013 · Mahmassani, Hani S. et al. · indexed
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An Analysis of the Interactions between Adjustment Factors of Saturation Flow Rates at Signalized Intersections ↗ · 2020 · Wang, Yi et al. · indexed
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Prediction of Arrival Profiles and Queue Lengths along Signalized Arterials by using a Markov Decision Process · 2005 · Geroliminis, Nikolaos et al. · archived
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Assessing Traffic Congestion Hazard Period due to Commuters’ Home-to-Shopping Center Departures after COVID-19 Curfew Timings ↗ · 2022 · Alinizzi, Majed et al. · indexed
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Perception of density by pedestrians on urban paths: an experiment in virtual reality ↗ · 2018 · Fisher-Gewirtzman, Dafna · indexed
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THE EFFECT OF THE HEAVY RECREATIONAL TRAFFIC ON THE DESIGN OF THE FREEWAY ↗ · 2008 · Ibraheem, Asma Th. · indexed
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Optimization Strategy for Car Following and Lane Changing Models of CAV in Mixed Traffic Environments ↗ · 2025 · Li, Wanyue et al. · indexed
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Theoretical Trade-Off Between Fairness and Efficiency in the Cooperative Driving Problem for CAVs at On-Ramps · 2023 · He, Zimin et al. · archived
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Investigating traffic characteristics for merging sections in Iraq ↗ · 2023 · Khudhair, Luaibi Wafaa et al. · indexed
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Traffic Signal Controller System and Vehicle Count-Based Road Congestion Detection ↗ · 2024 · Venkatapathi, Pallam et al. · indexed
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Empirical evaluation of real-time traffic information for in-vehicle navigation and the variable speed limit system ↗ · 2019 · Ackaah, Williams et al. · indexed
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Modeling of Traffic Noise along Urban Arterials in Irbid City of Jordan · 2024 · R. Al-Masaeid, Hashem · archived
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Assessment of Traffic Noise Level: A Case Study of a Residential Neighbourhood · 2025 · Almatawah, Jamal et al. · archived
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Side-friction impacts on urban streets performance in divided and undivided streets ↗ · 2023 · Mansour, Ali Imad et al. · indexed
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Accounting for traffic dynamics improves noise assessment: Experimental evidence · 2009 · Can, Arnaud et al. · archived
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DEVELOPMENT OF A MICROSCOPIC TRAFFIC SIMULATION FOR DESIGN AND OPERATIONAL ANALYSIS OF TOLL STATIONS ↗ · 2018 · T. Abdelwahab, Hassan · indexed
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Review, Experimental Evaluation and Policy Considerations of a Directional Time of Day Truck Restriction on Highways · 2015 · Bassan, Shy · archived
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Performances and Environmental Impacts of Connected and Autonomous Vehicles for Different Mixed-Traffic Scenarios ↗ · 2023 · Gemma, Andrea et al. · indexed
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Environmental and traffic assessment of adjusting Triple Highway Capacity Manual (HCM) factors at signalized intersections ↗ · 2020 · AlKheder, Sharaf · indexed
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A Framework for Real-time Traffic Trajectory Tracking, Speed Estimation, and Driver Behavior Calibration at Urban Intersections Using Virtual Traffic Lanes ↗ · 2021 · Abdelhalim, Awad et al. · indexed
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Identification of Traffic Congestion Patterns Using Connected Vehicle for Active Traffic Management ↗ · 2020 · Saha, Rajib et al. · indexed
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A viscous continuum traffic flow model based on the cooperative car‐following behaviour of connected and autonomous vehicles ↗ · 2023 · Jafaripournimchahi, Ammar et al. · indexed
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Macroscopic traffic flow modeling with adaptive cruise control: Development and numerical solution ↗ · 2015 · Delis, A.I. et al. · indexed
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Traffic light optimization with low penetration rate vehicle trajectory data · 2024 · Wang, Xingmin et al. · archived
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Evaluation of Traffic Noise Level: A Residential Area Case Study · 2024 · Almatawah, Jamal et al. · archived
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A Multiagent Approach to Autonomous Intersection Management · 2008 · Dresner, K. et al. · archived
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Calibration of traffic stream models on high-speed urban roads with heterogeneous traffic ↗ · 2020 · Kumar, Pallav et al. · indexed
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Using Finite Elements Method for Traffic Flow Analysis ↗ · 2011 · Rassafi, Amir Abbas et al. · indexed
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Research of Drivers' Car-Following Behavior with Car-Following Suggestion ↗ · 2012 · Jia, Hongfei et al. · indexed
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Simultaneous Stabilization of Traffic Flow on Two Connected Roads · 2020 · Yu, Huan et al. · archived
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Eco-Friendly Intelligent Transportation System Technology for Freight Vehicles · 2017 · Kari, David et al. · archived
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Microscopic Traffic Data Collection by Remote Sensing ↗ · 2003 · Hoogendoorn, S. P. et al. · indexed
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On How Traffic Signals Impact the Fundamental Diagrams of Urban Roads · 2022 · Zhang, Chao et al. · archived
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Effects of connected and autonomous vehicle merging behavior on mainline human-driven vehicle ↗ · 2022 · Yue, Lishengsa et al. · indexed
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Big Data Analytics and Visualization in Traffic Monitoring · 2021 · Bachechi, Chiara et al. · archived
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ROAD TRAFFIC PLANNING IN THE CONTEXT OF THE SUSTAINABLE URBAN TRANSPORT SYSTEM · 2020 · Shepelev, Vladimir et al. · archived
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Stability Analysis of Mixed-Autonomy Traffic with CAV Platoons using Two-class Aw-Rascle Model · 2020 · Yu, Huan et al. · archived
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Integrating Traffic Simulation and Air Quality Modelling to Reduce Vehicle Emissions at Urban Intersections · 2026 · Ajayi, Samuel A. et al. · archived
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Diverging Diamond Interchange Performance Measures Using Connected Vehicle Data · 2021 · Saldivar-Carranza, Enrique D. et al. · archived
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Macroscopic and microscopic analyses of managed lanes on freeway facilities in South Florida ↗ · 2017 · Sajjadi, Soheil et al. · indexed
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Traffic simulation-emission modelling to evaluate impact of signal cycle on automobile emissions · 2024 · Chauhan, Boski P. · archived
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Travel Time Estimation Modelling under Heterogeneous Traffic: A Case Study of Urban Traffic Corridor in Surat, India · 2018 · Saw, Krishna et al. · archived
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A Novel Control-Oriented Cell Transmission Model Including Service Stations on Highways · 2022 · Cenedese, Carlo et al. · archived
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Scaling traffic variables from sensors sample to the entire city at high spatiotemporal resolution with machine learning: applications to the Paris megacity · 2024 · Bonnemaizon, Xavier et al. · archived
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Off-Ramp Coupling Conditions Devoid of Spurious Blocking and Re-Routing · 2018 · Salehi, Najmeh et al. · archived
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Impact of autonomous vehicles on air quality and energy efficiency of road traffic flows – a case study in an urban roundabout ↗ · 2023 · Afonseca, André et al. · indexed
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The Use of Queuing Theory at Research and Optimization of Traffic on the Signal-controlled Road Intersections ↗ · 2015 · Babicheva, T.S. · indexed
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Simulating the alteration in energy consumption at a zebra crossing considering different traffic rates of electric and rule-following autonomous vehicles · 2023 · Szigeti, Szilárd et al. · archived
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Study on sensitivity of national annual pollutant emission from passenger cars to traffic patterns · 2017 · BEBKIEWICZ, Katarzyna et al. · archived
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A Review of Traffic Congestion in Dar es Salaam City from the Physical Planning Perspective · 2013 · Kiunsi, Robert B. · archived
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Conceptual Approach for Estimating Dynamic Passenger Car Units on Urban Arterial Roads by Using Simultaneous Equations ↗ · 2016 · Dhamaniya, Ashish et al. · indexed
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Recent developments in traffic flow modeling using macroscopic fundamental diagram ↗ · 2020 · Zhang, Lele et al. · indexed
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Predicting Lane Utilization and Merge Behavior at Signalized Intersections with Auxiliary Lanes in Buffalo, New York ↗ · 2012 · Ring, Jay B. et al. · indexed
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A Way to Automatically Generate Lane Level Traffic Data from Video in the Intersections ↗ · 2021 · Yang, Zhongguo et al. · indexed
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Analysis of traffic video to develop driver behavior models for microscopic traffic simulation ↗ · 2002 · Hasan, M. et al. · indexed
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Effect of Car Access Indication System (Narrow Road Driving Support System) on Mountain Road ↗ · 2008 · KATO, Mizuho et al. · indexed
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Calibration of the Fundamental Diagram Based on Loop and Probe Data · 2016 · Clairais, Aurélien et al. · archived
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Identifying Traffic Congestion Patterns of Urban Road Network Based on Traffic Performance Index ↗ · 2023 · Zang, Jinrui et al. · indexed
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Derivation of Capacity Standards for Intercity Roads Carrying Heterogeneous Traffic using Computer Simulation ↗ · 2011 · Arasan, V. Thamizh et al. · indexed
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Deriving capacity and level-of-service thresholds for intercity expressways in India ↗ · 2019 · Bharadwaj, Nipjyoti et al. · indexed
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Systematic Evaluation of A Centralized Non-Recurrent Queue Management System ↗ · 2022 · Yang, Hao et al. · indexed
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Toward Optimal Sensor Density for Improved Freeway Travel Time Estimation and Traveler Information ↗ · 2007 · Bertini, Robert L. · indexed
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Speed-Density Model of Interrupted Traffic Flow Based on Coil Data ↗ · 2016 · Chen, Yu et al. · indexed
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Stability Analysis and Numerical Simulation of an ICV Car-Following Model Based on Multi-Sensor Data Fusion ↗ · 2025 · Abulizi, Ailixiati et al. · indexed
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Effect of Lane Width on Capacity under Mixed Traffic Conditions in India ↗ · 2003 · Chandra, Satish et al. · indexed
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The impacts of connected vehicle technology on network-wide traffic operation and fuel consumption under various incident scenarios ↗ · 2020 · Abianeh, Arezoo Samimi et al. · indexed
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V2V-Based Memetic Optimization for Improving Traffic Efficiency on Multi-Lane Roads ↗ · 2020 · Lombard, Alexandre et al. · indexed
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Evaluation of a New Real-Life Traffic Management Using a Limited Number of Connected Autonomous Vehicles ↗ · 2023 · Gökaşar, Ilgın et al. · indexed
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Factors affecting bus bunching at the stop level: A geographically weighted regression approach ↗ · 2020 · Chioni, Evangelia et al. · indexed
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Demand-Oriented Approach to Estimate the Operational Performance of Urban Networks With and Without Traffic Information Provision · 2020 · Tsekeris, Theodore et al. · archived
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A Method for Extracting Traffic Parameters from Drone Videos to Assist Car-Following Modeling ↗ · 2024 · Zhang, Xiangzhou et al. · indexed
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Speed and Velocity Variance: An approach to analyzing crowd congestion dynamics ↗ · 2025 · Jiawei, Zhang et al. · indexed
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Suppression of Oscillations in Two-Class Traffic by Full-State Feedback · 2020 · Burkhardt, Mark et al. · archived
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Application of IntelliDrive℠ to Address Oversaturated Conditions on Arterials ↗ · 2011 · Venkatanarayana, Ramkumar et al. · indexed
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Multilane freeway merging control via trajectory optimization in a mixed traffic environment ↗ · 2023 · Han, Lei et al. · indexed
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Congestion Tolling for Mixed Urban Freight and Passenger Traffic · 2017 · Chaoda, Xie et al. · archived
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Selecting Noise Source and Traffic Representations that Capture Road Traffic Noise Dynamics Near Traffic Signals · 2009 · Can, Arnaud et al. · archived
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An evaluation of multiple classifiers for traffic congestion prediction in Jordan · 2024 · Hassan, Mohammad et al. · archived
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Fundamental diagram parameters in mixed traffic conditions: measurement methods and models ↗ · 2026 · Das, Aathira K. et al. · indexed
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The impact of traffic mobility measures on vehicle emissions for heterogeneous traffic in Lagos City ↗ · 2023 · Ajayi, Samuel Akintomide et al. · indexed
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A Simulation-Based Approach to the Characterisation of Urban Traffic Network Vulnerability · 2016 · Snobar, Naser · archived
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Improvement of Network Performance by In-Vehicle Routing Using Floating Car Data · 2017 · Klunder, Gerdien A. et al. · archived
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TRAFFIC MICROSIMULATION APPROACH TO PLAN, EVALUATE, AND DESIGN TOLL STATIONS ↗ · 2016 · ABDELWAHAB, HASSAN · indexed
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A dynamic traffic light management system based on wireless sensor networks for the reduction of the red-light running phenomenon · 2014 · Collotta, Mario et al. · archived
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Signalized Intersection Analysis and Design: Implications of Day-to-Day Variability in Peak-Hour Volumes on Delay ↗ · 2008 · Hellinga, Bruce et al. · indexed
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Enhanced Road Network to Reduce the Effect of (External – External) Freight Trips on Traffic Flow · 2022 · Abbas, Huda Abdulameer et al. · archived
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Regulator Design for a Congested Continuum Traffic Model with App-Routing Instability · 2020 · Chen, Stephen et al. · archived
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Comparison of Algorithms for Systematic Tracking of Patterns of Traffic Congestion on Freeways in Portland, Oregon ↗ · 2010 · Li, Huan et al. · indexed
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Evaluation Framework for Rigorous Exploration of Potential Benefits of Integrated Corridor Management ↗ · 2014 · Asare, Sampson K. et al. · indexed
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Jam-Absorption Driving Strategy for Improving Safety Near Oscillations in a Connected Vehicle Environment Considering Consequential Jams ↗ · 2022 · Wang, Shunchao et al. · indexed
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A road traffic noise pattern simulation model that includes distributions of vehicle sound power levels · 2016 · De Coensel, Bert et al. · archived
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Modeling the Effect of Congestion Charge and Parking Pricing on Urban Traffic: Example of Jerusalem · 2022 · Ben-Dor, Golan et al. · archived
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Traffic Microsimulation Study to Evaluate Freeway Exit Ramps Capacity ↗ · 2011 · Martínez, M. Pilar et al. · indexed
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The Environmental Impact Reduction of Highway Traffic Congestion using Sustainable Tool ↗ · 2020 · Abdulwahab, Areej Muhy et al. · indexed
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New Approach for Estimating Passenger Car Units on Multilane Urban Roads with Heterogeneous Traffic Conditions ↗ · 2018 · Kumar, Pallav et al. · indexed
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Traffic flow modelling of long and short trucks using a hybrid artificial neural network optimized by particle swarm optimization · 2024 · Oyeyemi Olayode, Isaac et al. · archived
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Traffic Congestion Detection from Camera Images using Deep Convolution Neural Networks ↗ · 2018 · Chakraborty, Pranamesh et al. · indexed
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Agent Based Intelligent Traffic Management System for Smart Cities ↗ · 2015 · Sandhu, Sabhijiit Singh et al. · indexed
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The Effect of Road Traffic on Supply Chain Performance of Kwasi Oppong Company Limited in Ghana · 2022 · Oteng, Maxwell et al. · archived
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Diagnosing a Freeway Bottleneck in Portland, Oregon (USA) Using Archived Sensor Data ↗ · 2008 · Bertini, Robert L. et al. · indexed
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SEMSim: A Distributed Architecture for Multi-scale Traffic Simulation · 2012 · Xu, Yadong et al. · archived
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A Heuristic Traffic Evacuation Approach for Emergency Vehicles in Mixed Traffic Flow in Urban Areas ↗ · 2026 · Luan, Wenjing et al. · indexed
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Cycle-to-cycle queue length estimation from connected vehicles with filtering on primary parameters · 2021 · Comert, Gurcan et al. · archived
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Traffic Performance Analysis of Dynamic Merge Control Using Microsimulation ↗ · 2015 · Jiang, Ximiao et al. · indexed
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Multimodal pricing and optimal design of urban public transport: The interplay between traffic congestion and bus crowding · 2014 · Tirachini, Alejandro et al. · archived
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Application of Transyt-7f on Signalized Road Junction Networks in Shah Alam and Petaling Jaya · 2014 · Ismael Albrka, Shaban et al. · archived
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Assessing The Intersected Relationship Between Land Use And Transportation Planning ↗ · 2023 · Tal, Raed Al et al. · indexed
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A two-class traffic control scheme for reducing congestion and improving safety in freeway systems ↗ · 2016 · Pasquale, C. et al. · indexed
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Estimating HCM Default Parameters for Louisiana [Summary] · 2025 · Rahman, M. Ashifur · archived
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Side friction parameters and their influences on capacity of Indian undivided urban streets ↗ · 2021 · Biswas, Subhadip et al. · indexed
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Model-Based Dynamic Toll Pricing: An Overview · 2021 · Lombardi, C. et al. · archived
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The Impact of Pedestrian and Nonmotorized Vehicle Violations on Vehicle Emissions at Signalized Intersections in the Real World: A Case Study in Beijing ↗ · 2021 · Huang, Jianchang et al. · indexed
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An Improved Macro Model of Traffic Flow with the Consideration of Ramps and Numerical Tests ↗ · 2015 · Shi, Zhongke et al. · indexed
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Traffic Performance Measures on Two-Way Two-Lane Rural Highways ↗ · 2023 · Abdulmawjoud, Ayman A. · indexed
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Empirical Observations of MFDs and Hysteresis Loops for Multi-Region Urban Networks with Stop-Line Detectors ↗ · 2015 · Saeedmanesh, Mohammadreza et al. · indexed
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Traffic Light Control in Vehicular Network Systems using Fuzzy Logic · 2024 · Abood, Ahmed Najm · archived
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Use of Hi-resolution data for evaluating accuracy of traffic volume counts collected by microwave sensors ↗ · 2017 · Chang, David K. et al. · indexed
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Developing Mixed Traffic Equivalency Factors to Estimate Saturation Flow at Urban Signalized Intersections ↗ · 2021 · Patel, Pinakin et al. · indexed
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Assessing Traffic Volume Variations for Selected Streets in Al-Najaf City Using GIS ↗ · 2026 · Al-Ghazali, Wafaa H. et al. · indexed
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Saturated arterial coordinate control strategy optimization considering macroscopic fundamental diagram · 2022 · Lin, Xuanhua et al. · archived
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Flow-aware platoon formation of Connected Automated Vehicles in a mixed traffic with human-driven vehicles ↗ · 2021 · Woo, Soomin et al. · indexed
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Analysis of traffic patterns between Karkh and Rusafa · 2025 · Mahdi Lateef, Ishraq et al. · archived
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An Improved Car‐Following Model Accounting for Impact of Strong Wind ↗ · 2017 · Liu, Dawei et al. · indexed
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Breakdown-Related Capacity for Freeway with Ramp Metering ↗ · 2001 · Persaud, Bhagwant et al. · indexed
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Empirical analysis of the causes of stop‐and‐go waves at sags ↗ · 2014 · Ros, Bernat Goñi et al. · indexed
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Ordering in bidirectional pedestrian flows and its influence on the fundamental diagram · 2012 · Zhang, J et al. · archived
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Hybrid Dynamic Traffic Model for Freeway Flow Analysis Using a Switched Reduced-Order Unknown-Input State Observer ↗ · 2020 · Guo, Yuqi et al. · indexed
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Calibration of Platoon Dispersion Model with High-Resolution Signal Event Data ↗ · 2012 · Day, Christopher M. et al. · indexed
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An Efficient Freeway Driving Assistance Protocol in Vehicular Networks ↗ · 2019 · Younes, Maram Bani et al. · indexed
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Optimizing the Speed of Traffic Flows Taking into Account the Operating Modes of Traffic Lights and Environmental Aspects ↗ · 2023 · Fadina, Olga et al. · indexed
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A rolling-horizon quadratic-programming approach to the signal control problem in large-scale congested urban road networks · 2009 · Aboudolas, Konstantinos et al. · archived
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How Bad is Selfish Driving? Bounding the Inefficiency of Equilibria in Urban Driving Games ↗ · 2023 · Zanardi, Alessandro et al. · indexed
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The Effects of Autonomous Vehicles on Traffic Efficiency and Energy Consumption ↗ · 2023 · Chen, Bokui et al. · indexed
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Flow-level coordination of connected and autonomous vehicles in multilane freeway ramp merging areas ↗ · 2022 · Zhu, Jie et al. · indexed
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Multiobjective Model Predictive Control Based on Urban and Emission Macroscopic Fundamental Diagrams · 2024 · Tesone, Alessio et al. · archived
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Observer-Based Double Closed-Loop Control for Mixed Vehicle Groups: A Macro and Micro Perspective ↗ · 2022 · Huang, Shuai et al. · indexed
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Saturation Flow Model for Signalized Intersection under Mixed Traffic Condition ↗ · 2018 · Biswas, Sabyasachi et al. · indexed
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The Relation between Saturation Flow Rate and Approach Width at Signalized Intersections in Erbil City ↗ · 2021 · Hussein, Salar K. et al. · indexed
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Non-Linear Evaluation Model to Analyze Saturation Flow under Weak-Lane-Disciplined Mixed Traffic Stream ↗ · 2021 · Mondal, Satyajit et al. · indexed
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Identifying Spatio-Temporal Patterns of Traffic Congestion Using Data Obtained from Google Maps Service Traffic Image · 2023 · Shahri, Matin et al. · archived
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Impact of Traffic Flow on Pollution at Urban Intersections ↗ · 2021 · Theyab, Narjis Basil et al. · indexed
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Implementation of Connected and Autonomous Vehicles in Cities Could Have Neutral Effects on the Total Travel Time Costs: Modeling and Analysis for a Circular City · 2019 · Medina-Tapia, Marcos et al. · archived
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Linear and Weakly Nonlinear Stability Analyses of Cooperative Car-Following Models ↗ · 2014 · Monteil, Julien et al. · indexed
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Systematic Evaluation of a Connected Vehicle-Enabled Freeway Incident Management System ↗ · 2025 · Yang, Hao et al. · indexed
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Development of Toll Equivalency Factors for FASTag Lanes Under Mixed Traffic Conditions ↗ · 2022 · Bari, Chintaman et al. · indexed
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Analyzing Road Network Inefficiency via Simulation: Towards a MARL Evaluation Testbed ↗ · 2026 · Rahmani, Shima et al. · indexed
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A Multi-Objective Approach for the Calibration of Microscopic Traffic Flow Simulation Models · 2020 · Cobos, Carlos et al. · archived
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