Publikationen

38.

B. Khelfa, I. Ba and A. Tordeux, "Predicting highway lane-changing maneuvers: A benchmark analysis of machine and ensemble learning algorithms" , Physica A: Statistical Mechanics and its Applications, vol. 612, pp. 128471, 2023.

DOI: https://doi.org/10.1016/j.physa.2023.128471

37.

B. Khelfa, R. Korbmacher, A. Schadschneider and A. Tordeux, "Initiating lane and band formation in heterogeneous pedestrian dynamics" , Collective Dynamics, vol. 6, pp. 1-13, 2022.

DOI: https://doi.org/10.17815/CD.2021.129

36.

R. Subaih, M. Maree, A. Tordeux and M. Chraibi, "Questioning the anisotropy of pedestrian dynamics: An empirical analysis with artificial neural networks" , Applied Sciences, vol. 12, no. 15, pp. 7563, 2022. MDPI.

DOI: https://doi.org/10.3390/app12157563

35.

T. M. Julitz, A. Tordeux and M. Löwer, "Reliability of Fault-Tolerant System Architectures for Automated Driving Systems" in Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022), 2022. pp. 120-127.

DOI: https://doi.org/10.3850/978-981-18-5183-4_R03-04-261-cd

34.

R. Korbmacher and A. Tordeux, "Review of pedestrian trajectory prediction methods: Comparing deep learning and knowledge-based approaches" , IEEE Transactions on Intelligent Transportation Systems, vol. 23(12), pp. 24126-24144, 2022. IEEE.

DOI: https://doi.org/10.1109/TITS.2022.3205676

33.

P. Khound, P. Will, A. Tordeux and F. Gronwald, "The importance of the over-damped string stability criterion for a platooning control system" in 2022 26th International Conference on System Theory, Control and Computing (ICSTCC), 2022. pp. 1-6.

DOI: 10.1109/ICSTCC55426.2022.9931798

32.

J. Cordes, M. Chraibi, A. Tordeux and A. Schadschneider, "Time-to-collision models for single-file pedestrian motion" , Collective Dynamics, vol. 6, pp. 1-10, 2022.

DOI: https://doi.org/10.17815/CD.2021.133

31.

B. Khelfa, R. Korbmacher, A. Schadschneider and A. Tordeux, "Heterogeneity-induced lane and band formation in self-driven particle systems" , Scientific Reports, vol. 12, no. 1, pp. 1-11, 2022. Nature Publishing Group.

DOI: https://doi.org/10.1038/s41598-022-08649-4

30.

B. Khelfa and A. Tordeux, "Lane-changing prediction in highway: Comparing empirically rule-based model MOBIL and a naive Bayes algorithm" in 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021. pp. 1598-1603.

DOI: https://doi.org/10.1109/ITSC48978.2021.9564927

29.

B. Khelfa and A. Tordeux, "Understanding and Predicting Overtaking and Fold-Down Lane-Changing Maneuvers on European Highways Using Naturalistic Road User Data" in 2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops), 2021. pp. 168--173.

DOI: https://doi.org/10.1109/IVWorkshops54471.2021.9669210

28.

M. Friesen, H. Gottschalk, B. Rüdiger and A. Tordeux, "Spontaneous wave formation in stochastic self-driven particle systems" , SIAM Journal on Applied Mathematics, vol. 81, no. 3, pp. 853-870, 2021. SIAM.

DOI: https://doi.org/10.1137/20M1315567

27.

I. Ba and A. Tordeux, "Comparing Macroscopic First Order Models of Regulated and Unregulated Road Traffic Intersections" in Proceeding of 30th European Safety and Reliability (ESREL) Conference, 2021.

DOI: https://doi.org/10.3850/978-981-18-2016-8_199-cd

26.

P. Khound, P. Will, A. Tordeux and F. Gronwald, "Extending the adaptive time gap car-following model to enhance local and string stability for adaptive cruise control systems" , Journal of Intelligent Transportation Systems, pp. 1-21, 2021. Taylor & Francis.

DOI: https://doi.org/10.1080/15472450.2021.1983810

25.

J. Wang, M. Boltes, A. Seyfried, A. Tordeux, J. Zhang and W. Weng, "Experimental study on age and gender differences in microscopic movement characteristics of students" , Chinese Physics B, vol. 30, no. 9, pp. 098902, 2021. IOP Publishing.

DOI: https://doi.org/10.1088/1674-1056/ac11d4

24.

B. Khelfa and A. Tordeux, "Comparing rule-based and data-based approaches for lane-change prediction" in Proceeding of 30th European Safety and Reliability (ESREL) Conference, 2021.

DOI: https://doi.org/10.3850/978-981-18-2016-8_551-cd

23.

J. Cordes, A. Schadschneider and A. Tordeux, "The trouble with 2nd order models or how to generate stop-and-go traffic in a 1st order model" in Traffic and Granular Flow 2019, Springer, 2020, pp. 45--51.

DOI: https://doi.org/10.1007/978-3-030-55973-1_6

22.

A. Tordeux, A. Schadschneider and S. Lassarre, "Stop-and-go waves induced by correlated noise in pedestrian models without inertia" , Journal of traffic and transportation engineering (English edition), vol. 7, no. 1, pp. 52--60, 2020. Elsevier.

DOI: https://doi.org/10.1016/j.jtte.2019.01.006

21.

A. Tordeux, J. Lebacque and S. Lassarre, "Robustness analysis of car-following models for full speed range ACC systems" in Traffic and Granular Flow 2019, Springer, 2020, pp. 571-581.

DOI: https://doi.org/10.1007/978-3-030-55973-1_70

20.

A. Schadschneider and A. Tordeux, "Noise-induced stop-and-go dynamics in pedestrian single-file motion" , Collective Dynamics, vol. 5, pp. 356-363, 2020.

DOI: https://doi.org/10.17815/CD.2020.70

19.

A. Tordeux and B. Khelfa, "Dynamic Safety Analysis of Longitudinal Motion Planning for Autonomous Vehicles" in Proceeding of 29th European Safety and Reliability (ESREL) Conference, 2020.

DOI: https://doi.org/10.3850/978-981-11-2724-3_0101-cd

18.

M. Chraibi, B. Steffen and A. Tordeux, "Analysis of Pedestrian Motion Using Voronoi Diagrams in Complex Geometries" in Traffic and Granular Flow 2019, Springer, 2020, pp. 39-44.

DOI: https://doi.org/10.1007/978-3-030-55973-1_5

17.

B. Khelfa and A. Tordeux, "Extended Longitudinal Motion Planning for Autonomous Vehicles on Highways Including Lane Changing Prediction" in Traffic and Granular Flow 2019, Springer, 2020, pp. 495-503.

DOI: https://doi.org/10.1007/978-3-030-55973-1_61

16.

A. Tordeux, A. Schadschneider and S. Lassarre, "Noise-induced stop-and-go dynamics" in International Conference on Traffic and Granular Flow, 2019. pp. 337-345.

DOI: https://doi.org/10.1007/978-3-030-11440-4_37

15.

A. Tordeux, M. Chraibi, A. Seyfried and A. Schadschneider, "Prediction of pedestrian dynamics in complex architectures with artificial neural networks" , Journal of Intelligent Transportation Systems, vol. 24, no. 6, pp. 556-568, 2019. Taylor & Francis.

DOI: https://doi.org/10.1080/15472450.2019.1621756

14.

A. Tordeux, M. Chraibi, A. Seyfried and A. Schadschneider, "Prediction of pedestrian speed with artificial neural networks" in International Conference on Traffic and Granular Flow, 2019. pp. 327-335.

DOI: https://doi.org/10.1007/978-3-030-11440-4_36

13.

J. Wang, M. Boltes, A. Seyfried, A. Tordeux, J. Zhang, V. Ziemer and W. Weng, "Influence of gender on the fundamental diagram and gait characteristics" in International Conference on Traffic and Granular Flow, 2019. pp. 225-234.

DOI: https://doi.org/10.1007/978-3-030-11440-4_26

12.

Q. Xu, M. Chraibi, A. Tordeux and J. Zhang, "Generalized collision-free velocity model for pedestrian dynamics" , Physica A: Statistical Mechanics and its Applications, vol. 535, pp. 122521, 2019. Elsevier.

DOI: https://doi.org/10.1016/j.physa.2019.122521

11.

V. Kurtc, M. Chraibi and A. Tordeux, "Automated quality assessment of space-continuous models for pedestrian dynamics" in International Conference on Traffic and Granular Flow, 2019. pp. 317-325.

DOI: https://doi.org/10.1007/978-3-030-11440-4_35

10.

A. Tordeux, M. Chraibi, A. Seyfried and A. Schadschneider, "Artificial neural networks predicting pedestrian dynamics in complex buildings" in Workshop on Stochastic Models, Statistics and their Application, 2019. pp. 363-372.

DOI: https://doi.org/10.1007/978-3-030-28665-1_27

9.

A. Tordeux, G. Lämmel, F. S. Hänseler and B. Steffen, "A mesoscopic model for large-scale simulation of pedestrian dynamics" , Transportation Research Part C: Emerging Technologies, vol. 93, pp. 128-147, 2018. Elsevier.

DOI: https://doi.org/10.1016/j.trc.2018.05.021

8.

M. Boltes, J. Zhang, A. Tordeux, A. Schadschneider and A. Seyfried, "Empirical results of pedestrian and evacuation dynamics" , Encyclopedia of Complexity and Systems Science, vol. 16, pp. 1-29, 2018. Springer Berlin, Germany.

DOI: https://doi.org/10.1007/978-3-642-27737-5_706-1

7.

A. Tordeux, G. Costeseque, M. Herty and A. Seyfried, "From traffic and pedestrian follow-the-leader models with reaction time to first order convection-diffusion flow models" , SIAM Journal on Applied Mathematics, vol. 78, no. 1, pp. 63-79, 2018. SIAM.

DOI: https://doi.org/10.1137/16M110695X

6.

Y. Xiao, M. Chraibi, Y. Qu, A. Tordeux and Z. Gao, "Investigation of Voronoi diagram based direction choices using uni-and bi-directional trajectory data" , Physical Review E, vol. 97, no. 5, pp. 052127, 2018. APS.

DOI: https://doi.org/10.1103/PhysRevE.97.052127

5.

M. Chraibi, A. Tordeux, A. Schadschneider and A. Seyfried, "Modelling of pedestrian and evacuation dynamics" , Encyclopedia of Complexity and Systems Science, pp. 1-22, 2018. Springer Heidelberg.

DOI: https://doi.org/10.1007/978-3-642-27737-5_705-1

4.

A. Schadschneider, M. Chraibi, A. Seyfried, A. Tordeux and J. Zhang, "Pedestrian dynamics: From empirical results to modeling" in Crowd Dynamics, Volume 1, Springer, 2018, pp. 63-102.

DOI: https://doi.org/10.1007/978-3-030-05129-7_4

3.

J. Wang, W. Weng, M. Boltes, J. Zhang, A. Tordeux and V. Ziemer, "Step styles of pedestrians at different densities" , Journal of Statistical Mechanics: Theory and Experiment, vol. 2018, no. 2, pp. 023406, 2018. IOP Publishing.

DOI: https://doi.org/10.1088/1742-5468/aaac57

2.

A. Tordeux, M. Chraibi, A. Schadschneider and A. Seyfried, "Influence of the number of predecessors in interaction within acceleration-based flow models" , Journal of Physics A: Mathematical and Theoretical, vol. 50, no. 34, pp. 345102, 2017. IOP Publishing.

DOI: https://doi.org/10.1088/1751-8121/aa7fca

1.

A. K. Wagoum, A. Tordeux and W. Liao, "Understanding human queuing behaviour at exits: an empirical study" , Royal Society Open Science, vol. 4, no. 1, pp. 160896, 2017. The Royal Society Publishing.

DOI: https://doi.org/10.1098/rsos.160896

Publications