Combining Kohonen Maps With Arima Time Series Models To Forecast Traffic Flow

·1996·DOI
Engineering and Technology
Transportation Technology
Smart Transportation Systems
Traffic Flow Modeling Techniques

Role in the Field

Neutralin Engineering and Technology
Neutralin Transportation Technology
Neutralin Smart Transportation Systems
Neutralin Traffic Flow Modeling Techniques

Abstract

Citations

648

Year

1996

PageRank

4.0 / 10

Relative influence (log-scaled)

Related Papers

10 of 10 papers

The highD Dataset: A Drone Dataset Of Naturalistic Vehicle Trajectories On German Highways For Validation Of Highly Automated Driving Systems
·2018·801 citations
Convolutional Social Pooling For Vehicle Trajectory Prediction
·2018·612 citations
Learning Traffic As Images: A Deep Convolutional Neural Network For Large-Scale Transportation Network Speed Prediction
·2017·805 citations
The Travel And Environmental Implications Of Shared Autonomous Vehicles, Using Agent-Based Model Scenarios
·2014·895 citations
A Survey On Motion Prediction And Risk Assessment For Intelligent Vehicles
·2014·805 citations
Data-Driven Intelligent Transportation Systems: A Survey
·2011·1,359 citations
General Lane-Changing Model MOBIL For Car-Following Models
·2007·891 citations
A Bayesian Network Approach To Traffic Flow Forecasting
·2006·618 citations
Modeling And Forecasting Vehicular Traffic Flow As A Seasonal ARIMA Process: Theoretical Basis And Empirical Results
·2003·1,517 citations
A Model For The Structure Of Lane-Changing Decisions
·1986·830 citations