Constrained Bayesian Optimization: A Review.
IEEE Access, 2025
Calibration of a Microscopic Traffic Simulation in an Urban Scenario Using Loop Detector Data: A Case Study within the Digital Twin Munich.
Proceedings of the SUMO User Conference 2023, Berlin, Germany, May 2-4, 2023, 2023
A Bayesian Optimization Algorithm for Constrained Simulation Optimization Problems with Heteroscedastic Noise.
Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023
Adaptable Anomaly Detection in Traffic Flow Time Series.
Proceedings of the 6th International Conference on Models and Technologies for Intelligent Transportation Systems, 2019
Evaluating the impact of real-time traffic control measures on the resilience of urban road networks.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Informatikforschung für digitale Mobilitätsplattformen - Am Beispiel des TUM Living Lab Connected Mobility.
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Inform. Spektrum, 2017
Modeling tactical lane-change behavior for automated vehicles: A supervised machine learning approach.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
Estimation of traversal speed on multi-lane urban arterial under non-recurring congestion.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
Big data analytics architecture for real-time traffic control.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017
Theta Architecture: Preserving the Quality of Analytics in Data-Driven Systems.
Proceedings of the New Trends in Databases and Information Systems, 2017
Informatik-Forschung für digitale Mobilitätsplattformen.
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Proceedings of the 50 Jahre Universitäts-Informatik in München, 2017
Use of automated video analysis for the evaluation of bicycle movement and interaction.
Proceedings of the Video Surveillance and Transportation Imaging Applications 2014, 2014