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Vehicle trajectory dataset from drone videos including off-ramp and congested traffic – Analysis of data quality, traffic flow, and accident risk2024 Communications in Transportation Research article Engineering Traffic control and management Open access
Moritz Berghaus, Serge Lamberty, Jörg Ehlers, Eszter Kalló, Markus Oeser
48citations -
How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) conference-paper Engineering Traffic Prediction and Management Techniques Open access
Qiang Li, Mingkun Tan, Xun Zhao, Daoan Zhang, Shengzhao Lei, Lujun Li, +1 more
3citations -
Dynamic macro scale traffic flow optimisation using crowd-sourced urban movement data2020 Proceedings/IEEE International Conference on Mobile Data Management conference-paper Social Sciences Transportation Planning and Optimization Open access
Laurens Arp, Dyon van Vreumingen, Daniela Gawehns, Mitra Baratchi
6citations -
Car-Following Model Calibration Based on Driving Simulator Data to Study Driver Characteristics and to Investigate Model Validity in Extreme Traffic Situations11citations
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Improvement of Collision Avoidance Systems in Rural Rail Traffic with Synthetic Data2025 IEEE International Automated Vehicle Validation Conference (IAVVC) conference-paper Computer Science Advanced Neural Network Applications
Friedrich Betz, Julian Eichenbaum, Yannick Otten, Simon Klamt, Raphael Pfaff, Ingrid Scholl
0citations -
Highly accurate digital traffic recording as a basis for future mobility research: Methods and concepts of the research project HDV-Mess2021 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access
Laurent Kloeker, Fabian Thomsen, Lutz Eckstein, Philip Trettner, Tim Elsner, Julius Nehring-Wirxel, +3 more
1citations -
Designing a Methodology to Calibrate and Validate Virtual Test Driving in a Large-Scale Network with Multisource Data2022 Journal of Transportation Engineering Part A Systems article Engineering Traffic control and management
Yiqun Xia, Daniel Silber, Zhengnan Ma, Oliver Voßen, Lutz Eckstein
1citations -
Combined Registration and Fusion of Evidential Occupancy Grid Maps for Live Digital Twins of Traffic2023 RWTH Publications (RWTH Aachen) conference-paper Engineering Autonomous Vehicle Technology and Safety Open access
Raphael van Kempen, Laurenz Adrian Heidrich, Bastian Lampe, Timo Woopen, Lutz Eckstein
1citations -
High-Precision Digital Traffic Recording with Multi-LiDAR Infrastructure Sensor Setups2020 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Autonomous Vehicle Technology and Safety Open access cited by 1 patent
Laurent Kloeker, Christian Geller, Amarin Kloeker, Lutz Eckstein
15citations -
Development of 3D UDTs for Traffic Monitoring in Unreal 5 Game Engine2citations
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Real-time Multi-Layer Predictive Energy Management for a Plug-in Hybrid Vehicle based on Horizon and Navigation Data2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies
Xuewu Liu, Vivek Srivastava, Pan Wang, Joschka Schaub, Jianqiang Sun, Yunfei Deng, +3 more
3citations -
Efficient Malicious Traffic Classification Methods based on Semi-supervised Learning2022 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Computer Science Network Security and Intrusion Detection
Xiaoyi Hu, Jie Yin, Jie Yang, Bamidele Adebisi, Haris Gacanin
2citations