Christian Berger
Orcid: 0000-0002-4828-1150Affiliations:
- University of Gothenburg, Sweden
- Chalmers University of Technology, Department of Computer Science & Engineering, Gothenburg, Sweden (former)
- RWTH Aachen University, Department of Computer Science, Germany (former)
According to our database1,
Christian Berger
authored at least 128 papers
between 2007 and 2024.
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Bibliography
2024
Spatial-Temporal-Spectral LSTM: A Transferable Model for Pedestrian Trajectory Prediction.
IEEE Trans. Intell. Veh., January, 2024
LLMs Can Check Their Own Results to Mitigate Hallucinations in Traffic Understanding Tasks.
CoRR, 2024
Tapping in a Remote Vehicle's onboard LLM to Complement the Ego Vehicle's Field-of-View.
CoRR, 2024
Comparing Optical Flow and Deep Learning to Enable Computationally Efficient Traffic Event Detection with Space-Filling Curves.
CoRR, 2024
Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature Review.
CoRR, 2024
Proceedings of the 32nd IEEE International Requirements Engineering Conference, 2024
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024
2023
Pedestrian Behavior Prediction Using Deep Learning Methods for Urban Scenarios: A Review.
IEEE Trans. Intell. Transp. Syst., October, 2023
CoRR, 2023
Proceedings of the Agile Processes in Software Engineering and Extreme Programming - Workshops, 2023
RE-centric Recommendations for the Development of Trustworthy(er) Autonomous Systems.
Proceedings of the First International Symposium on Trustworthy Autonomous Systems, 2023
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023
ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023
Systematic Evaluation of Applying Space-Filling Curves to Automotive Maneuver Detection.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
AirDnD - Asynchronous In-Range Dynamic and Distributed Network Orchestration Framework.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2023
2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Control. Syst. Technol., 2022
CoRR, 2022
An Industrial Experience Report about Challenges from Continuous Monitoring, Improvement, and Deployment for Autonomous Driving Features.
Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022
Proceedings of the IEEE International Conference on Services Computing, 2022
Chapter 5 Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - A Comparative Case Study.
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022
Proceedings of the Accelerating Digital Transformation - 10 Years of Software Center, 2022
2021
Inf. Softw. Technol., 2021
Enterp. Inf. Syst., 2021
Are we ready for beyond-application high-volume data? The Reeds robot perception benchmark dataset.
CoRR, 2021
Social-IWSTCNN: A Social Interaction-Weighted Spatio- Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021
A Structured Analysis of the Video Degradation Effects on the Performance of a Machine Learning-enabled Pedestrian Detector.
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021
2020
Continuous experimentation and the cyber-physical systems challenge: An overview of the literature and the industrial perspective.
J. Syst. Softw., 2020
HAFLoop: An architecture for supporting Highly Adaptive Feedback Loops in self-adaptive systems.
Future Gener. Comput. Syst., 2020
CoRR, 2020
Continuous Experimentation for Automotive Software on the Example of a Heavy Commercial Vehicle in Daily Operation.
Proceedings of the Software Architecture - 14th European Conference, 2020
Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020
2019
Test Your Self-Driving Algorithm: An Overview of Publicly Available Driving Datasets and Virtual Testing Environments.
IEEE Trans. Intell. Veh., 2019
Software Engineering for Smart Cyber-Physical Systems (SEsCPS 2018) - Workshop Report.
ACM SIGSOFT Softw. Eng. Notes, 2019
Empir. Softw. Eng., 2019
Proceedings of the Joint Proceedings of the International Workshop on Software Measurement and the International Conference on Software Process and Product Measurement (IWSM Mensura 2019), 2019
Systematic benchmarking for reproducibility of computer vision algorithms for real-time systems: The example of optic flow estimation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
Proceedings of the IEEE International Conference on Software Architecture Companion, 2019
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks.
Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019
Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019
Proceedings of the Automotive Systems and Software Engineering, 2019
2018
The Best Rated Human-Machine Interface Design for Autonomous Vehicles in the 2016 Grand Cooperative Driving Challenge.
IEEE Trans. Intell. Transp. Syst., 2018
Proceedings of the 4th International Workshop on Software Engineering for Smart Cyber-Physical Systems, 2018
2017
Proceedings of the 27th International Workshop on Software Measurement and 12th International Conference on Software Process and Product Measurement, 2017
Mastering data complexity for autonomous driving with adaptive point clouds for urban environments.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017
Paving the roadway for safety of automated vehicles: An empirical study on testing challenges.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017
When to use what data set for your self-driving car algorithm: An overview of publicly available driving datasets.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017
Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017
Proceedings of the 39th International Conference on Software Engineering, 2017
Proceedings of the 39th International Conference on Software Engineering, 2017
Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice Track, 2017
Proceedings of the 2017 IEEE International Conference on Software Architecture, 2017
Containerized Development and Microservices for Self-Driving Vehicles: Experiences & Best Practices.
Proceedings of the 2017 IEEE International Conference on Software Architecture Workshops, 2017
Considerations About Continuous Experimentation for Resource-Constrained Platforms in Self-driving Vehicles.
Proceedings of the Software Architecture - 11th European Conference, 2017
2016
Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software projects.
J. Syst. Softw., 2016
Proceedings of the Scientific Workshop Proceedings of XP2016, 2016
Design and evaluation of a customizable multi-domain reference architecture on top of product lines of self-driving heavy vehicles - an industrial case study.
Proceedings of the Software Engineering 2016, 2016
Proceedings of the Open Source Systems: Integrating Communities, 2016
Systematic evaluation of sandboxed software deployment for real-time software on the example of a self-driving heavy vehicle.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016
Unveiling anomalies and their impact on software quality in model-based automotive software revisions with software metrics and domain experts.
Proceedings of the 25th International Symposium on Software Testing and Analysis, 2016
Proceedings of the 2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems, 2016
2015
Software Engineering for Smart Cyber-Physical Systems - Towards a Research Agenda: Report on the First International Workshop on Software Engineering for Smart CPS.
ACM SIGSOFT Softw. Eng. Notes, 2015
Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case Study.
IEEE Intell. Transp. Syst. Mag., 2015
Simulations on Consumer Tests: Systematic Evaluation of Tolerance Ranges by Model-Based Generation of Simulation Scenarios.
CoRR, 2015
Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - A Comparative Case Study.
Proceedings of the Agile Processes, in Software Engineering, and Extreme Programming, 2015
Systematic evaluation of three data marshalling approaches for distributed software systems.
Proceedings of the Workshop on Domain-Specific Modeling, 2015
Large-Scale Evaluation of an Active Safety Algorithm with EuroNCAP and US NCAP Scenarios in a Virtual Test Environment - An Industrial Case Study.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
Comparing the Applicability of Complexity Measurements for Simulink Models during Integration Testing - An Industrial Case Study.
Proceedings of the 2nd IEEE/ACM International Workshop on Software Architecture and Metrics, 2015
Accelerating Regression Testing for Scaled Self-Driving Cars with Lightweight Virtualization - A Case Study.
Proceedings of the 1st IEEE/ACM International Workshop on Software Engineering for Smart Cyber-Physical Systems, 2015
Improving Bandwidth Efficiency with Self-Adaptation for Data Marshalling on the Example of a Self-Driving Miniature Car.
Proceedings of the 2015 European Conference on Software Architecture Workshops, 2015
2014
Selecting software reliability growth models and improving their predictive accuracy using historical projects data.
J. Syst. Softw., 2014
Engineering the Hardware/Software Interface for Robotic Platforms - A Comparison of Applied Model Checking with Prolog and Alloy.
CoRR, 2014
Rapid Integration and Calibration of New Sensors Using the Berkeley Aachen Robotics Toolkit (BART).
CoRR, 2014
From a Competition for Self-Driving Miniature Cars to a Standardized Experimental Platform: Concept, Models, Architecture, and Evaluation.
CoRR, 2014
Extensible Validation Framework for DSLs using MontiCore on the Example of Coding Guidelines.
CoRR, 2014
ProcDSL + ProcEd - a Web-based Editing Solution for Domain Specific Process-Engineering.
CoRR, 2014
Meta-Metrics for Simulations in Software Engineering on the Example of Integral Safety Systems.
CoRR, 2014
Visualizing Testing Activities to Support Continuous Integration: A Multiple Case Study.
Proceedings of the Agile Processes in Software Engineering and Extreme Programming, 2014
Scenario pattern matching in large sensor recordings with simulation models for cyber-physical systems.
Proceedings of the 2014 Summer Simulation Multiconference, 2014
Driving with Confidence: Local Dynamic Maps That Provide LoS for the Gulliver Test-Bed.
Proceedings of the Computer Safety, Reliability, and Security, 2014
Technical evaluation of the Carolo-Cup 2014 - A competition for self-driving miniature cars.
Proceedings of the 2014 IEEE International Symposium on Robotic and Sensors Environments, 2014
Proceedings of the 10th International Conference on Predictive Models in Software Engineering, 2014
Proceedings of the Model-Driven Engineering Languages and Systems, 2014
The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial Validation.
Proceedings of the Knowledge-Based Software Engineering, 2014
Explicating, Understanding, and Managing Technical Debt from Self-Driving Miniature Car Projects.
Proceedings of the Sixth International Workshop on Managing Technical Debt, 2014
Comparison of Architectural Design Decisions for Resource-Constrained Self-Driving Cars - A Multiple Case-Study.
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014
Saving virtual testing time for CPS by analyzing code coverage on the example of a lane-following algorithm.
Proceedings of the 4th ACM SIGBED International Workshop on Design, 2014
The CIViT Model in a Nutshell: Visualizing Testing Activities to Support Continuous Integration.
Proceedings of the Continuous Software Engineering, 2014
Towards Continuous Integration for Cyber-Physical Systems on the Example of Self-Driving Miniature Cars.
Proceedings of the Continuous Software Engineering, 2014
2013
Model-based, composable simulation for the development of autonomous miniature vehicles.
Proceedings of the 2013 Spring Simulation Multiconference, SpringSim '13, 2013
Proceedings of the 2013 Summer Simulation Multiconference, 2013
Proceedings of the SAFECOMP 2013, 2013
Evaluation of Standard Reliability Growth Models in the Context of Automotive Software Systems.
Proceedings of the Product-Focused Software Process Improvement, 2013
Proceedings of the 2013 ACM workshop on Domain-specific modeling, 2013
Proceedings of the Communication Technologies for Vehicles, 5th International Workshop, 2013
Educational Effect of a Student Competition with Self-Driving Cars on Selected Software Engineering Topics.
Proceedings of the Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme IX, 2013
Comparing between Maximum Likelihood Estimator and Non-linear Regression Estimation Procedures for NHPP Software Reliability Growth Modelling.
Proceedings of the 2013 Joint Conference of the 23rd International Workshop on Software Measurement and the 8th International Conference on Software Process and Product Measurement, 2013
Evaluating long-term predictive power of standard reliability growth models on automotive systems.
Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013
Increasing Efficiency of ISO 26262 Verification and Validation by Combining Fault Injection and Mutation Testing with Model based Development.
Proceedings of the ICSOFT 2013, 2013
Early Verification and Validation According to ISO 26262 by Combining Fault Injection and Mutation Testing.
Proceedings of the Software Technologies - 8th International Joint Conference, 2013
Improving Fault Injection in Automotive Model Based Development using Fault Bypass Modeling.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013
2012
From Autonomous Vehicles to Safer Cars: Selected Challenges for the Software Engineering.
Proceedings of the Computer Safety, Reliability, and Security, 2012
Design considerations for a cyber-physical testing language on the example of autonomous driving.
Proceedings of the 2012 Workshop on Domain-Specific Modeling, 2012
Towards Transactional Self-Adaptation for AUTOSAR on the Example of a Collision Detection System.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012
Autonomous Driving-5 Years after the Urban Challenge: The Anticipatory Vehicle as a Cyber-Physical System.
Proceedings of the 57. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie, 42. Jahrestagung der Gesellschaft für Informatik, Was bewegt uns in der/die Zukunft?, 2012
Constructive Requirements Modeling - More Reliable Implementations in a Shorter Time.
Proceedings of the Automotive, 2012
2011
Automated testing of embedded automotive systems from requirement specification models.
Proceedings of the 12th Latin American Test Workshop, 2011
Formal specification and systematic model-driven testing of embedded automotive systems.
Proceedings of the Design, Automation and Test in Europe, 2011
2010
Automating acceptance tests for sensor- and actuator-based systems on the example of autonomous vehicles.
PhD thesis, 2010
IEEE Trans. Intell. Transp. Syst., 2010
Proceedings of the Fourth International Workshop on Variability Modelling of Software-Intensive Systems, 2010
Proceedings of the Software Product Lines - 14th International Conference, 2010
2009
Feature-basierte Modellierung und Verarbeitung von Produktlinien am Beispiel eingebetteter Software.
Proceedings of the Dagstuhl-Workshop MBEES: Modellbasierte Entwicklung eingebetteter Systeme V, 2009
Hesperia: Framework zur Szenario-gestützten Modellierung und Entwicklung Sensor-basierter Systeme.
Proceedings of the 39. Jahrestagung der Gesellschaft für Informatik, Im Focus das Leben, INFORMATIK 2009, Lübeck, Germany, September 28, 2009
2008
J. Field Robotics, 2008
Autonomes Fahren - Erkenntnisse aus der DARPA Urban Challenge (Autonomous Driving - Insights from the DARPA Urban Challenge).
it Inf. Technol., 2008
2007
Software & Systems Engineering Process and Tools for the Development of Autonomous Driving Intelligence.
J. Aerosp. Comput. Inf. Commun., 2007