Traffic Flow Prediction Methods

This cluster investigates various methodologies for predicting and controlling traffic flow. Emphasis is placed on the application of advanced algorithms and real-time data to manage traffic efficiently.

traffic prediction
control methods
real-time data
algorithm
management
sensors

29,566 papers

Parent topic: Smart Transportation Systems

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Papers Over Time

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Top Papers

The Impact Of Cooperative Adaptive Cruise Control On Traffic-Flow Characteristics

2006 · 1,160 citations

Review Of Road Traffic Control Strategies

2003 · 862 citations

Dynamic Prediction Of Traffic Volume Through Kalman Filtering Theory

1984 · 814 citations

A Simplified Theory Of Kinematic Waves In Highway Traffic, Part I: General Theory

1993 · 674 citations

Online-SVR For Short-Term Traffic Flow Prediction Under Typical And Atypical Traffic Conditions

2009 · 646 citations

Traffic-Sign Detection And Classification In The Wild

2016 · 640 citations

Toward Safer Highways, Application Of XGBoost And SHAP For Real-Time Accident Detection And Feature Analysis

2020 · 625 citations

Real-time Freeway Traffic State Estimation Based On Extended Kalman Filter: A General Approach

2005 · 622 citations

Recent Progress In Road And Lane Detection: A Survey

2012 · 544 citations

Lane-changing In Traffic Streams

2006 · 535 citations

Issues And Future Directions In Traffic Classification

2012 · 471 citations

A New Performance Measure And Evaluation Benchmark For Road Detection Algorithms

2013 · 454 citations

Short‐term Traffic Forecasting: Overview Of Objectives And Methods

2004 · 446 citations

Slip-based Tire-Road Friction Estimation

1997 · 428 citations

Road Traffic Sign Detection And Classification

1997 · 401 citations

Train Scheduling For Minimizing Passenger Waiting Time With Time-Dependent Demand And Skip-Stop Patterns: Nonlinear Integer Programming Models With Linear Constraints

2015 · 363 citations

A Learning-Based Transportation Oriented Simulation System

2004 · 360 citations

Neural-Network-Based Models For Short-Term Traffic Flow Forecasting Using A Hybrid Exponential Smoothing And Levenberg–Marquardt Algorithm

2012 · 348 citations

The Sydney Coordinated Adaptive Traffic (SCAT) System Philosophy And Benefits

1980 · 348 citations

Optimization-based Autonomous Racing Of 1:43 Scale RC Cars

2014 · 347 citations