Christian Berger

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 84

Top Venues

RWTH Aachen University, Germany (PHD)

Education History

RWTH Aachen University, Germany

PHD

Publications

Krishna Ronanki, Beatriz Cabrero Daniel, Christian Berger
Prompt Smells: An Omen for Undesirable Generative AI Outputs. CoRR (2024)
Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets. CoRR (2024)
Krishna Ronanki, Beatriz Cabrero Daniel, Christian Berger
ChatGPT as a Tool for User Story Quality Evaluation: Trustworthy Out of the Box? XP Workshops (2023)
Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets. AITest (2023)
Ali Nouri, Christian Berger, Fredrik Törner
On STPA for Distributed Development of Safe Autonomous Driving: An Interview Study. SEAA (2023)
Krishna Ronanki, Christian Berger, Jennifer Horkoff
Investigating ChatGPT's Potential to Assist in Requirements Elicitation Processes. SEAA (2023)
Krishna Ronanki, Christian Berger, Jennifer Horkoff
Investigating ChatGPT's Potential to Assist in Requirements Elicitation Processes. CoRR (2023)
Christian Berger, Beatriz Cabrero Daniel, M. Cagri Kaya, Maryam Esmaeili Darestani, Hannah Shiels
Systematic Evaluation of Applying Space-Filling Curves to Automotive Maneuver Detection. ITSC (2023)
Krishna Ronanki, Beatriz Cabrero Daniel, Jennifer Horkoff, Christian Berger
Requirements Engineering using Generative AI: Prompts and Prompting Patterns. CoRR (2023)
Krishna Ronanki, Beatriz Cabrero Daniel, Jennifer Horkoff, Christian Berger
RE-centric Recommendations for the Development of Trustworthy(er) Autonomous Systems. TAS (2023)
Jens Henriksson, Christian Berger, Stig Ursing
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems. CoRR (2022)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks. CoRR (2022)
Christian Berger
Digital Sovereignty and Software Engineering for the IoT-laden, AI/ML-driven Era. CoRR (2022)
Lars J. Svensson, Monimoy Bujarbaruah, Arpit Karsolia, Christian Berger, Martin Törngren
Traction Adaptive Motion Planning and Control at the Limits of Handling. IEEE Trans. Control. Syst. Technol. 30 (5) (2022)
Ali Nouri, Christian Berger, Fredrik Törner
An Industrial Experience Report about Challenges from Continuous Monitoring, Improvement, and Deployment for Autonomous Driving Features. SEAA (2022)
Yushu Yu, Dan Shan, Ola Benderius, Christian Berger, Yue Kang
Formally Robust and Safe Trajectory Planning and Tracking for Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Chi Zhang, Christian Berger
Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory Prediction. CoRR (2022)
Christian Berger
Digital Sovereignty and Software Engineering for the IoT-laden, AI/ML-driven Era. SCC (2022)
Christian Berger
A Structured Analysis of the Video Degradation Effects on the Performance of a Machine Learning-enabled Pedestrian Detector. CoRR (2021)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance analysis of out-of-distribution detection on trained neural networks. Inf. Softw. Technol. 130 (2021)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks. CoRR (2021)
Ola Benderius, Christian Berger, Krister Blanch
Are we ready for beyond-application high-volume data? The Reeds robot perception benchmark dataset. CoRR (2021)
Christian Berger
A Structured Analysis of the Video Degradation Effects on the Performance of a Machine Learning-enabled Pedestrian Detector. SEAA (2021)
Jens Henriksson, Christian Berger, Stig Ursing
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems. SEAA (2021)
Chi Zhang, Christian Berger, Marco Dozza
Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios. CoRR (2021)
Chi Zhang, Christian Berger, Marco Dozza
Social-IWSTCNN: A Social Interaction-Weighted Spatio- Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios. IV (2021)
Edith Zavala, Xavier Franch, Jordi Marco, Christian Berger
Adaptive monitoring for autonomous vehicles using the HAFLoop architecture. Enterp. Inf. Syst. 15 (2) (2021)
Hugo Sica de Andrade, Ola Benderius, Christian Berger, Ivica Crnkovic, Jan Bosch
HPM-Frame: A Decision Framework for Executing Software on Heterogeneous Platforms. CoRR (2020)
Lars J. Svensson, Monimoy Bujarbaruah, Arpit Karsolia, Christian Berger, Martin Törngren
Traction Adaptive Motion Planning at the Limits of Handling. CoRR (2020)
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
The Automotive Take on Continuous Experimentation: A Multiple Case Study. CoRR (2020)
Edith Zavala, Xavier Franch, Jordi Marco, Christian Berger
HAFLoop: An architecture for supporting Highly Adaptive Feedback Loops in self-adaptive systems. Future Gener. Comput. Syst. 105 (2020)
Federico Giaimo, Christian Berger
Continuous Experimentation for Automotive Software on the Example of a Heavy Commercial Vehicle in Daily Operation. ECSA (2020)
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
Continuous Experimentation and the Cyber-Physical Systems challenge. An overview in literature and the industrial perspective. CoRR (2020)
Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic, Jan Bosch
Principles for Re-architecting Software for Heterogeneous Platforms. APSEC (2020)
Federico Giaimo, Christian Berger
Continuous Experimentation for Automotive Software on the Example of a Heavy Commercial Vehicle in Daily Operation. CoRR (2020)
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
Continuous experimentation and the cyber-physical systems challenge: An overview of the literature and the industrial perspective. J. Syst. Softw. 170 (2020)
Björnborg Nguyen, Christian Berger, Ola Benderius
Systematic benchmarking for reproducibility of computer vision algorithms for real-time systems: The example of optic flow estimation. IROS (2019)
Jannik Lotz, Andreas Vogelsang, Ola Benderius, Christian Berger
Microservice Architectures for Advanced Driver Assistance Systems: A Case-Study. ICSA Companion (2019)
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
The Automotive Take on Continuous Experimentation: A Multiple Case Study. SEAA (2019)
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
Effects of measurements on correlations of software code metrics. Empir. Softw. Eng. 24 (4) (2019)
Tomás Bures, Danny Weyns, Bradley R. Schmerl, John S. Fitzgerald, Adina Aniculaesei, Christian Berger, João Cambeiro, Jan Carlson, Shafiul Azam Chowdhury, Marian Daun, Nianyu Li, Matthias Markthaler, Claudio Menghi, Birgit Penzenstadler, Aedan D. Pettit, Robert G. Pettit IV, Luca Sabatucci, Christos Tranoris, Hans Vangheluwe, Sebastian Voss, Edith Zavala
Software Engineering for Smart Cyber-Physical Systems (SEsCPS 2018) - Workshop Report. ACM SIGSOFT Softw. Eng. Notes 44 (4) (2019)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks. SEAA (2019)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing
Towards Structured Evaluation of Deep Neural Network Supervisors. CoRR (2019)
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing
Towards Structured Evaluation of Deep Neural Network Supervisors. AITest (2019)
Jannik Lotz, Andreas Vogelsang, Ola Benderius, Christian Berger
Microservice Architectures for Advanced Driver Assistance Systems: A Case-Study. CoRR (2019)
Md. Abdullah Al Mamun, Antonio Martini, Miroslaw Staron, Christian Berger, Jörgen Hansson
Evolution of Technical Debt: An Exploratory Study. IWSM-Mensura (2019)
Yue Kang, Hang Yin, Christian Berger
Test Your Self-Driving Algorithm: An Overview of Publicly Available Driving Datasets and Virtual Testing Environments. IEEE Trans. Intell. Veh. 4 (2) (2019)
Christian Berger, Birgit Penzenstadler, Olaf Drögehorn
On Using Blockchains for Safety-Critical Systems. CoRR (2018)
Ola Benderius, Christian Berger, Victor Malmsten-Lundgren
The Best Rated Human-Machine Interface Design for Autonomous Vehicles in the 2016 Grand Cooperative Driving Challenge. IEEE Trans. Intell. Transp. Syst. 19 (4) (2018)
Christian Berger, Birgit Penzenstadler, Olaf Drögehorn
On using blockchains for safety-critical systems. SEsCPS@ICSE (2018)
Federico Giaimo, Christian Berger
Design Criteria to Architect Continuous Experimentation for Self-Driving Vehicles. CoRR (2017)
Jan Schroeder, Christian Berger, Alessia Knauss, Harri Preenja, Mohammad Ali, Miroslaw Staron, Thomas Herpel
Predicting and Evaluating Software Model Growth in the Automotive Industry. ICSME (2017)
Hang Yin, Christian Berger
Mastering data complexity for autonomous driving with adaptive point clouds for urban environments. Intelligent Vehicles Symposium (2017)
Hang Yin, Christian Berger
When to use what data set for your self-driving car algorithm: An overview of publicly available driving datasets. ITSC (2017)
Jan Schroeder, Christian Berger, Alessia Knauss, Harri Preenja, Mohammad Ali, Miroslaw Staron, Thomas Herpel
Comparison of model size predictors in practice. ICSE (Companion Volume) (2017)
Ulrik Eklund, Christian Berger
Scaling Agile Development in Mechatronic Organizations - A Comparative Case Study. CoRR (2017)
Christian Berger, Björnborg Nguyen, Ola Benderius
Containerized Development and Microservices for Self-Driving Vehicles: Experiences & Best Practices. ICSA Workshops (2017)
Federico Giaimo, Christian Berger, Crispin Kirchner
Considerations about Continuous Experimentation for Resource-Constrained Platforms in Self-Driving Vehicles. CoRR (2017)
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
Correlations of software code metrics: an empirical study. IWSM-Mensura (2017)
Alessia Knauss, Jan Schroeder, Christian Berger, Henrik Eriksson
Paving the Roadway for Safety of Automated Vehicles: An Empirical Study on Testing Challenges. CoRR (2017)
Federico Giaimo, Christian Berger, Crispin Kirchner
Considerations About Continuous Experimentation for Resource-Constrained Platforms in Self-driving Vehicles. ECSA (2017)
Alessia Knauss, Jan Schroeder, Christian Berger, Henrik Eriksson
Paving the roadway for safety of automated vehicles: An empirical study on testing challenges. Intelligent Vehicles Symposium (2017)
Ulrik Eklund, Christian Berger
Scaling Agile Development in Mechatronic Organizations - A Comparative Case Study. ICSE-SEIP (2017)
Alessia Knauss, Jan Schroeder, Christian Berger, Henrik Eriksson
Software-related challenges of testing automated vehicles. ICSE (Companion Volume) (2017)
Federico Giaimo, Christian Berger
Design Criteria to Architect Continuous Experimentation for Self-Driving Vehicles. ICSA (2017)
Jan Schroeder, Christian Berger, Alessia Knauss, Harri Preenja, Mohammad Ali, Miroslaw Staron, Thomas Herpel
Predicting and Evaluating Software Model Growth in the Automotive Industry. CoRR (2017)
Christian Berger
An Open Continuous Deployment Infrastructure for a Self-driving Vehicle Ecosystem. OSS (2016)
Federico Giaimo, Hang Yin, Christian Berger, Ivica Crnkovic
Continuous Experimentation on Cyber-Physical Systems: Challenges and Opportunities. XP Workshops (2016)
Alessia Knauss, Christian Berger, Henrik Eriksson
Towards state-of-the-art and future trends in testing of active safety systems. SEsCPS@ICSE (2016)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software projects. J. Syst. Softw. 117 (2016)
Philip Masek, Magnus Thulin, Hugo Sica de Andrade, Christian Berger, Ola Benderius
Systematic Evaluation of Sandboxed Software Deployment for Real-time Software on the Example of a Self-Driving Heavy Vehicle. CoRR (2016)
Philip Masek, Magnus Thulin, Hugo Sica de Andrade, Christian Berger, Ola Benderius
Systematic evaluation of sandboxed software deployment for real-time software on the example of a self-driving heavy vehicle. ITSC (2016)
Jan Schroeder, Daniela Holzner, Christian Berger, Carl-Johan Hoel, Leo Laine, Anders Magnusson
Design and evaluation of a customizable multi-domain reference architecture on top of product lines of self-driving heavy vehicles - an industrial case study. Software Engineering (2016)
Jan Schroeder, Christian Berger, Miroslaw Staron, Thomas Herpel, Alessia Knauss
Unveiling anomalies and their impact on software quality in model-based automotive software revisions with software metrics and domain experts. ISSTA (2016)
Jan Schroeder, Christian Berger, Thomas Herpel, Miroslaw Staron
Comparing the Applicability of Complexity Measurements for Simulink Models during Integration Testing - An Industrial Case Study. SAM@ICSE (2015)
Tomás Bures, Danny Weyns, Christian Berger, Stefan Biffl, Marian Daun, Thomas Gabor, David Garlan, Ilias Gerostathopoulos, Christine Julien, Filip Krikava, Richard Mordinyi, Nikos Pronios
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 40 (6) (2015)
Hugo Sica de Andrade, Federico Giaimo, Christian Berger, Ivica Crnkovic
Systematic evaluation of three data marshalling approaches for distributed software systems. DSM@SPLASH (2015)
Jan Schroeder, Daniela Holzner, Christian Berger, Carl-Johan Hoel, Leo Laine, Anders Magnusson
Design and Evaluation of a Customizable Multi-Domain Reference Architecture on Top of Product Lines of Self-Driving Heavy Vehicles - An Industrial Case Study. ICSE (2) (2015)
Christian Berger
Accelerating Regression Testing for Scaled Self-Driving Cars with Lightweight Virtualization - A Case Study. SEsCPS@ICSE (2015)
Christian Berger, Ulrik Eklund
Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - A Comparative Case Study. XP (2015)
Christian Berger, Delf Block, Sönke Heeren, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
Simulations on Consumer Tests: Systematic Evaluation of Tolerance Ranges by Model-Based Generation of Simulation Scenarios. CoRR (2015)
Christian Berger, Delf Block, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
Large-Scale Evaluation of an Active Safety Algorithm with EuroNCAP and US NCAP Scenarios in a Virtual Test Environment - An Industrial Case Study. ITSC (2015)
Christian Berger, Delf Block, Sönke Heeren, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case Study. IEEE Intell. Transp. Syst. Mag. 7 (4) (2015)
Federico Giaimo, Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic
Improving Bandwidth Efficiency with Self-Adaptation for Data Marshalling on the Example of a Self-Driving Miniature Car. ECSA Workshops (2015)
Christian Berger
Scenario pattern matching in large sensor recordings with simulation models for cyber-physical systems. SummerSim (2014)
Christian Berger
Saving virtual testing time for CPS by analyzing code coverage on the example of a lane-following algorithm. CyPhy (2014)
Fred W. Rauskolb, Kai Berger, Christian Lipski, Marcus A. Magnor, Karsten Cornelsen, Jan Effertz, Thomas Form, Fabian Graefe, Sebastian Ohl, Walter Schumacher, Jörn-Marten Wille, Peter Hecker, Tobias Nothdurft, Michael Doering, Kai Homeier, Johannes Morgenroth, Lars C. Wolf, Christian Basarke, Christian Berger, Tim Gülke, Felix Klose, Bernhard Rumpe
Caroline: An Autonomously Driving Vehicle for Urban Environments. CoRR (2014)
Christian Berger, Bernhard Rumpe
Autonomous Driving - 5 Years after the Urban Challenge: The Anticipatory Vehicle as a Cyber-Physical System. CoRR (2014)
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
Engineering the Hardware/Software Interface for Robotic Platforms - A Comparison of Applied Model Checking with Prolog and Alloy. CoRR (2014)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson
Analysing defect inflow distribution of automotive software projects. PROMISE (2014)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial Validation. JCKBSE (2014)
Christian Berger, Michael Dukaczewski
Comparison of Architectural Design Decisions for Resource-Constrained Self-Driving Cars - A Multiple Case-Study. GI-Jahrestagung (2014)
Christian Berger, Delf Block, Christian Hons, Stefan Kühnel, André Leschke, Bernhard Rumpe, Torsten Strutz
Meta-Metrics for Simulations in Software Engineering on the Example of Integral Safety Systems. CoRR (2014)
Bernhard Rumpe, Christian Berger, Holger Krahn
Softwaretechnische Absicherung intelligenter Systeme im Fahrzeug. CoRR (2014)
Christian Berger, Holger Rendel, Bernhard Rumpe
Measuring the Ability to Form a Product Line from Existing Products. CoRR (2014)
Ulf Eliasson, Rogardt Heldal, Jonn Lantz, Christian Berger
Agile Model-Driven Engineering in Mechatronic Systems - An Industrial Case Study. MoDELS (2014)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner, Wilhelm Meding, Christoffer Höglund
Selecting software reliability growth models and improving their predictive accuracy using historical projects data. J. Syst. Softw. 98 (2014)
Christian Berger, Holger Rendel, Bernhard Rumpe, Carsten Busse, Thorsten Jablonski, Fabian Wolf
Product Line Metrics for Legacy Software in Practice. CoRR (2014)
Christian Berger, Oscar Morales-Ponce, Thomas Petig, Elad Michael Schiller
Driving with Confidence: Local Dynamic Maps That Provide LoS for the Gulliver Test-Bed. SAFECOMP Workshops (2014)
Sebastian Zug, Christoph Steup, Julian-B. Scholle, Christian Berger, Olaf Landsiedel, Fabian Schuldt, Jens Rieken, Richard Matthaei, Thomas Form
Technical evaluation of the Carolo-Cup 2014 - A competition for self-driving miniature cars. ROSE (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Christian Berger