Christian Berger

189 papers A 11B 18C 8Journal 86Unranked 57
YearRankTypeTitle / Venue / Authors
2025 J jnl
An AUTOSAR-Aligned Architectural Study of Vulnerabilities in Automotive SoC Software.
CoRR
Srijita Basu, Bengt Haraldsson, Miroslaw Staron, Christian Berger, Jennifer Horkoff, Magnus Almgren
2025 — conf
BetterCheck: Towards Safeguarding VLMs for Automotive Perception Systems.
ITSC
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2025 J jnl
BetterCheck: Towards Safeguarding VLMs for Automotive Perception Systems.
CoRR
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2025 B conf
Large Language Models in Code Co-generation for Safe Autonomous Vehicles.
SAFECOMP
Ali Nouri, Beatriz Cabrero-Daniel, Zhennan Fei, Krishna Ronanki, Håkan Sivencrona, Christian Berger
2025 J jnl
Large Language Models in Code Co-generation for Safe Autonomous Vehicles.
CoRR
Ali Nouri, Beatriz Cabrero-Daniel, Zhennan Fei, Krishna Ronanki, Håkan Sivencrona, Christian Berger
2025 A conf
On Simulation-Guided LLM-based Code Generation for Safe Autonomous Driving Software.
EASE
Ali Nouri, Johan Andersson, Kailash De Jesus Hornig, Zhennan Fei, Emil Knabe, Håkan Sivencrona, Beatriz Cabrero-Daniel, Christian Berger
2025 J jnl
On Simulation-Guided LLM-based Code Generation for Safe Autonomous Driving Software.
CoRR
Ali Nouri, Johan Andersson, Kailash De Jesus Hornig, Zhennan Fei, Emil Knabe, Håkan Sivencrona, Beatriz Cabrero-Daniel, Christian Berger
2025 J jnl
PCICF: A Pedestrian Crossing Identification and Classification Framework.
CoRR
Junyi Gu, Beatriz Cabrero-Daniel, Ali Nouri, Lydia Armini, Christian Berger
2025 J jnl
Predicting Pedestrian Crossing Behavior in Germany and Japan: Insights Into Model Transferability.
IEEE Trans. Intell. Veh.
Chi Zhang, Janis Sprenger, Zhongjun Ni, Christian Berger
2025 J jnl
The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation.
CoRR
Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Christian Berger
2025 J jnl
The DevSafeOps dilemma: A systematic literature review on rapidity in safe autonomous driving development and operation.
J. Syst. Softw.
Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Christian Berger
2024 J jnl
AirDnD - Asynchronous In-Range Dynamic and Distributed Network Orchestration Framework.
CoRR
Malsha Ashani Mahawatta Dona, Christian Berger, Yinan Yu
2024 J jnl
An Industrial Experience Report about Challenges from Continuous Monitoring, Improvement, and Deployment for Autonomous Driving Features.
CoRR
Ali Nouri, Christian Berger, Fredrik Törner
2024 — conf
Comparing Optical Flow and Deep Learning to Enable Computationally Efficient Traffic Event Detection with Space-Filling Curves.
ITSC
Tayssir Bouraffa, Elias Kjellberg Carlson, Erik Wessman, Ali Nouri, Pierre Lamart, Christian Berger
2024 J jnl
Comparing Optical Flow and Deep Learning to Enable Computationally Efficient Traffic Event Detection with Space-Filling Curves.
CoRR
Tayssir Bouraffa, Elias Kjellberg Carlson, Erik Wessman, Ali Nouri, Pierre Lamart, Christian Berger
2024 A conf
Engineering Safety Requirements for Autonomous Driving with Large Language Models.
RE
Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Håkan Sivencrona, Christian Berger
2024 J jnl
Engineering Safety Requirements for Autonomous Driving with Large Language Models.
CoRR
Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Håkan Sivencrona, Christian Berger
2024 — conf
Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks.
ITSC
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2024 J jnl
Evaluating and Enhancing Trustworthiness of LLMs in Perception Tasks.
CoRR
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2024 J jnl
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets.
CoRR
Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
2024 C conf
LLMs Can Check Their Own Results to Mitigate Hallucinations in Traffic Understanding Tasks.
ICTSS
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2024 J jnl
LLMs Can Check Their Own Results to Mitigate Hallucinations in Traffic Understanding Tasks.
CoRR
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2024 J jnl
On STPA for Distributed Development of Safe Autonomous Driving: An Interview Study.
CoRR
Ali Nouri, Christian Berger, Fredrik Törner
2024 J jnl
Predicting Pedestrian Crossing Behavior in Germany and Japan: Insights into Model Transferability.
CoRR
Chi Zhang, Janis Sprenger, Zhongjun Ni, Christian Berger
2024 C conf
Predicting and Analyzing Pedestrian Crossing Behavior at Unsignalized Crossings.
IV
Chi Zhang, Janis Sprenger, Zhongjun Ni, Christian Berger
2024 J jnl
Predicting and Analyzing Pedestrian Crossing Behavior at Unsignalized Crossings.
CoRR
Chi Zhang, Janis Sprenger, Zhongjun Ni, Christian Berger
2024 B conf
Prompt Smells: An Omen for Undesirable Generative AI Outputs.
CAIN
Krishna Ronanki, Beatriz Cabrero-Daniel, Christian Berger
2024 J jnl
Prompt Smells: An Omen for Undesirable Generative AI Outputs.
CoRR
Krishna Ronanki, Beatriz Cabrero-Daniel, Christian Berger
2024 B conf
Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature Review.
SEAA
Pierre Lamart, Yinan Yu, Christian Berger
2024 J jnl
Semantic-Aware Representation of Multi-Modal Data for Data Ingress: A Literature Review.
CoRR
Pierre Lamart, Yinan Yu, Christian Berger
2024 J jnl
Spatial-Temporal-Spectral LSTM: A Transferable Model for Pedestrian Trajectory Prediction.
IEEE Trans. Intell. Veh.
Chi Zhang, Zhongjun Ni, Christian Berger
2024 J jnl
Tapping in a Remote Vehicle's onboard LLM to Complement the Ego Vehicle's Field-of-View.
CoRR
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2024 J jnl
Tapping in a Remote Vehicle's onboard LLM to Complement the Ego Vehicle's Field-of-View.
WiPiEC Journal
Malsha Ashani Mahawatta Dona, Beatriz Cabrero-Daniel, Yinan Yu, Christian Berger
2024 B conf
Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models.
CAIN
Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Håkan Sivencrona, Christian Berger
2024 J jnl
Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models.
CoRR
Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Håkan Sivencrona, Christian Berger
2023 A conf
AirDnD - Asynchronous In-Range Dynamic and Distributed Network Orchestration Framework.
ICDCS
Malsha Ashani Mahawatta Dona, Christian Berger, Yinan Yu
2023 — conf
ChatGPT as a Tool for User Story Quality Evaluation: Trustworthy Out of the Box?
XP Workshops
Krishna Ronanki, Beatriz Cabrero-Daniel, Christian Berger
2023 J jnl
ChatGPT as a tool for User Story Quality Evaluation: Trustworthy Out of the Box?
CoRR
Krishna Ronanki, Beatriz Cabrero-Daniel, Christian Berger
2023 C conf
Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings.
IV
Chi Zhang, Amir Hossein Kalantari, Yue Yang, Zhongjun Ni, Gustav Markkula, Natasha Merat, Christian Berger
2023 J jnl
Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized Crossings.
CoRR
Chi Zhang, Amir Hossein Kalantari, Yue Yang, Zhongjun Ni, Gustav Markkula, Natasha Merat, Christian Berger
2023 — conf
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets.
AITest
Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
2023 B conf
Investigating ChatGPT's Potential to Assist in Requirements Elicitation Processes.
SEAA
Krishna Ronanki, Christian Berger, Jennifer Horkoff
2023 J jnl
Investigating ChatGPT's Potential to Assist in Requirements Elicitation Processes.
CoRR
Krishna Ronanki, Christian Berger, Jennifer Horkoff
2023 B conf
On STPA for Distributed Development of Safe Autonomous Driving: An Interview Study.
SEAA
Ali Nouri, Christian Berger, Fredrik Törner
2023 J jnl
Pedestrian Behavior Prediction Using Deep Learning Methods for Urban Scenarios: A Review.
IEEE Trans. Intell. Transp. Syst.
Chi Zhang, Christian Berger
2023 — conf
RE-centric Recommendations for the Development of Trustworthy(er) Autonomous Systems.
TAS
Krishna Ronanki, Beatriz Cabrero-Daniel, Jennifer Horkoff, Christian Berger
2023 J jnl
RE-centric Recommendations for the Development of Trustworthy(er) Autonomous Systems.
CoRR
Krishna Ronanki, Beatriz Cabrero-Daniel, Jennifer Horkoff, Christian Berger
2023 J jnl
Requirements Engineering using Generative AI: Prompts and Prompting Patterns.
CoRR
Krishna Ronanki, Beatriz Cabrero-Daniel, Jennifer Horkoff, Christian Berger
2023 — conf
Systematic Evaluation of Applying Space-Filling Curves to Automotive Maneuver Detection.
ITSC
Christian Berger, Beatriz Cabrero-Daniel, M. Cagri Kaya, Maryam Esmaeili Darestani, Hannah Shiels
2023 J jnl
Systematic Evaluation of Applying Space-Filling Curves to Automotive Maneuver Detection.
CoRR
Christian Berger, Beatriz Cabrero-Daniel, M. Cagri Kaya, Maryam Esmaeili Darestani, Hannah Shiels
2023 C conf
ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data.
IV
Christian Berger, Lukas Birkemeyer
2023 J jnl
ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data.
CoRR
Christian Berger, Lukas Birkemeyer
2022 B conf
An Industrial Experience Report about Challenges from Continuous Monitoring, Improvement, and Deployment for Autonomous Driving Features.
SEAA
Ali Nouri, Christian Berger, Fredrik Törner
2022 — ch.
Chapter 5 Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - A Comparative Case Study.
Accelerating Digital Transformation
Christian Berger, Ulrik Eklund
2022 — conf
Digital Sovereignty and Software Engineering for the IoT-laden, AI/ML-driven Era.
SCC
Christian Berger
2022 J jnl
Digital Sovereignty and Software Engineering for the IoT-laden, AI/ML-driven Era.
CoRR
Christian Berger
2022 A ed.
EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022, Gothenburg, Sweden, June 13 - 15, 2022
EASE
Miroslaw Staron, Christian Berger, Jocelyn Simmonds, Rafael Prikladnicki
2022 J jnl
Formally Robust and Safe Trajectory Planning and Tracking for Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst.
Yushu Yu, Dan Shan, Ola Benderius, Christian Berger, Yue Kang
2022 — ch.
Introduction to the Continuous Architecture Theme.
Accelerating Digital Transformation
Christian Berger, Jan Carlson
2022 J jnl
Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory Prediction.
CoRR
Chi Zhang, Christian Berger
2022 J jnl
Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks.
CoRR
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
2022 J jnl
Traction Adaptive Motion Planning and Control at the Limits of Handling.
IEEE Trans. Control. Syst. Technol.
Lars J. Svensson, Monimoy Bujarbaruah, Arpit Karsolia, Christian Berger, Martin Törngren
2022 J jnl
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems.
CoRR
Jens Henriksson, Christian Berger, Stig Ursing
2021 B conf
A Structured Analysis of the Video Degradation Effects on the Performance of a Machine Learning-enabled Pedestrian Detector.
SEAA
Christian Berger
2021 J jnl
A Structured Analysis of the Video Degradation Effects on the Performance of a Machine Learning-enabled Pedestrian Detector.
CoRR
Christian Berger
2021 J jnl
Adaptive monitoring for autonomous vehicles using the HAFLoop architecture.
Enterp. Inf. Syst.
Edith Zavala, Xavier Franch, Jordi Marco, Christian Berger
2021 J jnl
Are we ready for beyond-application high-volume data? The Reeds robot perception benchmark dataset.
CoRR
Ola Benderius, Christian Berger, Krister Blanch
2021 J jnl
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks.
CoRR
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
2021 J jnl
Performance analysis of out-of-distribution detection on trained neural networks.
Inf. Softw. Technol.
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
2021 C conf
Social-IWSTCNN: A Social Interaction-Weighted Spatio- Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios.
IV
Chi Zhang, Christian Berger, Marco Dozza
2021 J jnl
Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios.
CoRR
Chi Zhang, Christian Berger, Marco Dozza
2021 B conf
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems.
SEAA
Jens Henriksson, Christian Berger, Stig Ursing
2020 J jnl
Continuous Experimentation and the Cyber-Physical Systems challenge. An overview in literature and the industrial perspective.
CoRR
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
2020 B conf
Continuous Experimentation for Automotive Software on the Example of a Heavy Commercial Vehicle in Daily Operation.
ECSA
Federico Giaimo, Christian Berger
2020 J jnl
Continuous Experimentation for Automotive Software on the Example of a Heavy Commercial Vehicle in Daily Operation.
CoRR
Federico Giaimo, Christian Berger
2020 J jnl
Continuous experimentation and the cyber-physical systems challenge: An overview of the literature and the industrial perspective.
J. Syst. Softw.
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
2020 J jnl
HAFLoop: An architecture for supporting Highly Adaptive Feedback Loops in self-adaptive systems.
Future Gener. Comput. Syst.
Edith Zavala, Xavier Franch, Jordi Marco, Christian Berger
2020 J jnl
HPM-Frame: A Decision Framework for Executing Software on Heterogeneous Platforms.
CoRR
Hugo Sica de Andrade, Ola Benderius, Christian Berger, Ivica Crnkovic, Jan Bosch
2020 C conf
Principles for Re-architecting Software for Heterogeneous Platforms.
APSEC
Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic, Jan Bosch
2020 J jnl
The Automotive Take on Continuous Experimentation: A Multiple Case Study.
CoRR
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
2020 J jnl
Traction Adaptive Motion Planning at the Limits of Handling.
CoRR
Lars J. Svensson, Monimoy Bujarbaruah, Arpit Karsolia, Christian Berger, Martin Törngren
2019 — ch.
Autonomous Vehicles: State of the Art, Future Trends, and Challenges.
Automotive Systems and Software Engineering
Piergiuseppe Mallozzi, Patrizio Pelliccione, Alessia Knauss, Christian Berger, Nasser Mohammadiha
2019 J jnl
Effects of measurements on correlations of software code metrics.
Empir. Softw. Eng.
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
2019 — conf
Evolution of Technical Debt: An Exploratory Study.
IWSM-Mensura
Md. Abdullah Al Mamun, Antonio Martini, Miroslaw Staron, Christian Berger, Jörgen Hansson
2019 — conf
Microservice Architectures for Advanced Driver Assistance Systems: A Case-Study.
ICSA Companion
Jannik Lotz, Andreas Vogelsang, Ola Benderius, Christian Berger
2019 J jnl
Microservice Architectures for Advanced Driver Assistance Systems: A Case-Study.
CoRR
Jannik Lotz, Andreas Vogelsang, Ola Benderius, Christian Berger
2019 B conf
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks.
SEAA
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, Cristofer Englund
2019 J jnl
Software Engineering for Smart Cyber-Physical Systems (SEsCPS 2018) - Workshop Report.
ACM SIGSOFT Softw. Eng. Notes
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
2019 A conf
Systematic benchmarking for reproducibility of computer vision algorithms for real-time systems: The example of optic flow estimation.
IROS
Björnborg Nguyen, Christian Berger, Ola Benderius
2019 J jnl
Test Your Self-Driving Algorithm: An Overview of Publicly Available Driving Datasets and Virtual Testing Environments.
IEEE Trans. Intell. Veh.
Yue Kang, Hang Yin, Christian Berger
2019 B conf
The Automotive Take on Continuous Experimentation: A Multiple Case Study.
SEAA
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
2019 — conf
Towards Structured Evaluation of Deep Neural Network Supervisors.
AITest
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing
2019 J jnl
Towards Structured Evaluation of Deep Neural Network Supervisors.
CoRR
Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Cristofer Englund, Sankar Raman Sathyamoorthy, Stig Ursing
2018 J jnl
On Using Blockchains for Safety-Critical Systems.
CoRR
Christian Berger, Birgit Penzenstadler, Olaf Drögehorn
2018 — conf
On using blockchains for safety-critical systems.
SEsCPS@ICSE
Christian Berger, Birgit Penzenstadler, Olaf Drögehorn
2018 J jnl
The Best Rated Human-Machine Interface Design for Autonomous Vehicles in the 2016 Grand Cooperative Driving Challenge.
IEEE Trans. Intell. Transp. Syst.
Ola Benderius, Christian Berger, Victor Malmsten-Lundgren
2017 — conf
Comparison of model size predictors in practice.
ICSE (Companion Volume)
Jan Schroeder, Christian Berger, Alessia Knauss, Harri Preenja, Mohammad Ali, Miroslaw Staron, Thomas Herpel
2017 B conf
Considerations About Continuous Experimentation for Resource-Constrained Platforms in Self-driving Vehicles.
ECSA
Federico Giaimo, Christian Berger, Crispin Kirchner
2017 J jnl
Considerations about Continuous Experimentation for Resource-Constrained Platforms in Self-Driving Vehicles.
CoRR
Federico Giaimo, Christian Berger, Crispin Kirchner
2017 — conf
Containerized Development and Microservices for Self-Driving Vehicles: Experiences & Best Practices.
ICSA Workshops
Christian Berger, Björnborg Nguyen, Ola Benderius
2017 — conf
Correlations of software code metrics: an empirical study.
IWSM-Mensura
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
2017 — ed.
Cyber Physical Systems. Design, Modeling, and Evaluation - 6th International Workshop, CyPhy 2016, Pittsburgh, PA, USA, October 6, 2016, Revised Selected Papers
CyPhy
Christian Berger, Mohammad Reza Mousavi, Rafael Wisniewski
2017 A conf
Design Criteria to Architect Continuous Experimentation for Self-Driving Vehicles.
ICSA
Federico Giaimo, Christian Berger
2017 J jnl
Design Criteria to Architect Continuous Experimentation for Self-Driving Vehicles.
CoRR
Federico Giaimo, Christian Berger
2017 B conf
Mastering data complexity for autonomous driving with adaptive point clouds for urban environments.
Intelligent Vehicles Symposium
Hang Yin, Christian Berger
2017 J jnl
Paving the Roadway for Safety of Automated Vehicles: An Empirical Study on Testing Challenges.
CoRR
Alessia Knauss, Jan Schroeder, Christian Berger, Henrik Eriksson
2017 B conf
Paving the roadway for safety of automated vehicles: An empirical study on testing challenges.
Intelligent Vehicles Symposium
Alessia Knauss, Jan Schroeder, Christian Berger, Henrik Eriksson
2017 A conf
Predicting and Evaluating Software Model Growth in the Automotive Industry.
ICSME
Jan Schroeder, Christian Berger, Alessia Knauss, Harri Preenja, Mohammad Ali, Miroslaw Staron, Thomas Herpel
2017 J jnl
Predicting and Evaluating Software Model Growth in the Automotive Industry.
CoRR
Jan Schroeder, Christian Berger, Alessia Knauss, Harri Preenja, Mohammad Ali, Miroslaw Staron, Thomas Herpel
2017 — conf
Scaling Agile Development in Mechatronic Organizations - A Comparative Case Study.
ICSE-SEIP
Ulrik Eklund, Christian Berger
2017 J jnl
Scaling Agile Development in Mechatronic Organizations - A Comparative Case Study.
CoRR
Ulrik Eklund, Christian Berger
2017 — conf
Software-related challenges of testing automated vehicles.
ICSE (Companion Volume)
Alessia Knauss, Jan Schroeder, Christian Berger, Henrik Eriksson
2017 — conf
When to use what data set for your self-driving car algorithm: An overview of publicly available driving datasets.
ITSC
Hang Yin, Christian Berger
2016 — conf
An Open Continuous Deployment Infrastructure for a Self-driving Vehicle Ecosystem.
OSS
Christian Berger
2016 J jnl
Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software projects.
J. Syst. Softw.
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
2016 — conf
Continuous Experimentation on Cyber-Physical Systems: Challenges and Opportunities.
XP Workshops
Federico Giaimo, Hang Yin, Christian Berger, Ivica Crnkovic
2016 C conf
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
Jan Schroeder, Daniela Holzner, Christian Berger, Carl-Johan Hoel, Leo Laine, Anders Magnusson
2016 J jnl
Systematic Evaluation of Sandboxed Software Deployment for Real-time Software on the Example of a Self-Driving Heavy Vehicle.
CoRR
Philip Masek, Magnus Thulin, Hugo Sica de Andrade, Christian Berger, Ola Benderius
2016 — conf
Systematic evaluation of sandboxed software deployment for real-time software on the example of a self-driving heavy vehicle.
ITSC
Philip Masek, Magnus Thulin, Hugo Sica de Andrade, Christian Berger, Ola Benderius
2016 — conf
Towards state-of-the-art and future trends in testing of active safety systems.
SEsCPS@ICSE
Alessia Knauss, Christian Berger, Henrik Eriksson
2016 A conf
Unveiling anomalies and their impact on software quality in model-based automotive software revisions with software metrics and domain experts.
ISSTA
Jan Schroeder, Christian Berger, Miroslaw Staron, Thomas Herpel, Alessia Knauss
2015 — conf
Accelerating Regression Testing for Scaled Self-Driving Cars with Lightweight Virtualization - A Case Study.
SEsCPS@ICSE
Christian Berger
2015 — conf
Comparing the Applicability of Complexity Measurements for Simulink Models during Integration Testing - An Industrial Case Study.
SAM@ICSE
Jan Schroeder, Christian Berger, Thomas Herpel, Miroslaw Staron
2015 — ed.
Cyber Physical Systems. Design, Modeling, and Evaluation - 5th International Workshop, CyPhy 2015, Amsterdam, The Netherlands, October 8, 2015, Proceedings
CyPhy
Christian Berger, Mohammad Reza Mousavi
2015 — conf
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)
Jan Schroeder, Daniela Holzner, Christian Berger, Carl-Johan Hoel, Leo Laine, Anders Magnusson
2015 B conf
Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - A Comparative Case Study.
XP
Christian Berger, Ulrik Eklund
2015 — conf
Improving Bandwidth Efficiency with Self-Adaptation for Data Marshalling on the Example of a Self-Driving Miniature Car.
ECSA Workshops
Federico Giaimo, Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic
2015 — conf
Large-Scale Evaluation of an Active Safety Algorithm with EuroNCAP and US NCAP Scenarios in a Virtual Test Environment - An Industrial Case Study.
ITSC
Christian Berger, Delf Block, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
2015 J jnl
Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case Study.
IEEE Intell. Transp. Syst. Mag.
Christian Berger, Delf Block, Sönke Heeren, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
2015 J jnl
Simulations on Consumer Tests: Systematic Evaluation of Tolerance Ranges by Model-Based Generation of Simulation Scenarios.
CoRR
Christian Berger, Delf Block, Sönke Heeren, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
2015 J jnl
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
Tomás Bures, Danny Weyns, Christian Berger, Stefan Biffl, Marian Daun, Thomas Gabor, David Garlan, Ilias Gerostathopoulos, Christine Julien, Filip Krikava, Richard Mordinyi, Nikos Pronios
2015 — conf
Systematic evaluation of three data marshalling approaches for distributed software systems.
DSM@SPLASH
Hugo Sica de Andrade, Federico Giaimo, Christian Berger, Ivica Crnkovic
2014 A conf
Agile Model-Driven Engineering in Mechatronic Systems - An Industrial Case Study.
MoDELS
Ulf Eliasson, Rogardt Heldal, Jonn Lantz, Christian Berger
2014 — conf
Analysing defect inflow distribution of automotive software projects.
PROMISE
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson
2014 J jnl
Autonomous Driving - 5 Years after the Urban Challenge: The Anticipatory Vehicle as a Cyber-Physical System.
CoRR
Christian Berger, Bernhard Rumpe
2014 J jnl
Caroline: An Autonomously Driving Vehicle for Urban Environments.
CoRR
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
2014 — conf
Comparison of Architectural Design Decisions for Resource-Constrained Self-Driving Cars - A Multiple Case-Study.
GI-Jahrestagung
Christian Berger, Michael Dukaczewski
2014 — conf
Driving with Confidence: Local Dynamic Maps That Provide LoS for the Gulliver Test-Bed.
SAFECOMP Workshops
Christian Berger, Oscar Morales-Ponce, Thomas Petig, Elad Michael Schiller
2014 J jnl
Engineering Autonomous Driving Software.
CoRR
Christian Berger, Bernhard Rumpe
2014 J jnl
Engineering the Hardware/Software Interface for Robotic Platforms - A Comparison of Applied Model Checking with Prolog and Alloy.
CoRR
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
2014 — conf
Explicating, Understanding, and Managing Technical Debt from Self-Driving Miniature Car Projects.
MTD@ICSME
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
2014 J jnl
Extensible Validation Framework for DSLs using MontiCore on the Example of Coding Guidelines.
CoRR
Christian Berger, Bernhard Rumpe, Steven Völkel
2014 J jnl
From a Competition for Self-Driving Miniature Cars to a Standardized Experimental Platform: Concept, Models, Architecture, and Evaluation.
CoRR
Christian Berger
2014 — ed.
International Workshop on Engineering Simulations for Cyber-Physical Systems, ES4CPS '14, Dresden, Germany, March 28 - 28, 2014
ES4CPS@DATE
Christian Berger, Ina Schaefer
2014 J jnl
Measuring the Ability to Form a Product Line from Existing Products.
CoRR
Christian Berger, Holger Rendel, Bernhard Rumpe
2014 J jnl
Meta-Metrics for Simulations in Software Engineering on the Example of Integral Safety Systems.
CoRR
Christian Berger, Delf Block, Christian Hons, Stefan Kühnel, André Leschke, Bernhard Rumpe, Torsten Strutz
2014 J jnl
ProcDSL + ProcEd - a Web-based Editing Solution for Domain Specific Process-Engineering.
CoRR
Christian Berger, Tim Gülke, Bernhard Rumpe
2014 J jnl
Product Line Metrics for Legacy Software in Practice.
CoRR
Christian Berger, Holger Rendel, Bernhard Rumpe, Carsten Busse, Thorsten Jablonski, Fabian Wolf
2014 J jnl
Rapid Integration and Calibration of New Sensors Using the Berkeley Aachen Robotics Toolkit (BART).
CoRR
Jan O. Biermeyer, Todd Templeton, Christian Berger, Humberto González, Nikhil Naikal, Bernhard Rumpe, S. Shankar Sastry
2014 — conf
Saving virtual testing time for CPS by analyzing code coverage on the example of a lane-following algorithm.
CyPhy
Christian Berger
2014 — conf
Scenario pattern matching in large sensor recordings with simulation models for cyber-physical systems.
SummerSim
Christian Berger
2014 J jnl
Selecting software reliability growth models and improving their predictive accuracy using historical projects data.
J. Syst. Softw.
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner, Wilhelm Meding, Christoffer Höglund
2014 — conf
Simulations on consumer tests: A systematic evaluation approach in an industrial case study.
ITSC
Christian Berger, Delf Block, Sönke Heeren, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
2014 J jnl
Software & Systems Engineering Process and Tools for the Development of Autonomous Driving Intelligence.
CoRR
Christian Basarke, Christian Berger, Bernhard Rumpe
2014 J jnl
Softwaretechnische Absicherung intelligenter Systeme im Fahrzeug.
CoRR
Bernhard Rumpe, Christian Berger, Holger Krahn
2014 — conf
Technical evaluation of the Carolo-Cup 2014 - A competition for self-driving miniature cars.
ROSE
Sebastian Zug, Christoph Steup, Julian-B. Scholle, Christian Berger, Olaf Landsiedel, Fabian Schuldt, Jens Rieken, Richard Matthaei, Thomas Form
2014 — conf
The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial Validation.
JCKBSE
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
2014 — ch.
The CIViT Model in a Nutshell: Visualizing Testing Activities to Support Continuous Integration.
Continuous Software Engineering
Agneta Nilsson, Jan Bosch, Christian Berger
2014 — ch.
Towards Continuous Integration for Cyber-Physical Systems on the Example of Self-Driving Miniature Cars.
Continuous Software Engineering
Christian Berger
2014 B conf
Visualizing Testing Activities to Support Continuous Integration: A Multiple Case Study.
XP
Agneta Nilsson, Jan Bosch, Christian Berger
2013 — conf
Bridging Physical and Digital Traffic System Simulations with the Gulliver Test-Bed.
Nets4Cars/Nets4Trains
Christian Berger, Erik Dahlgren, Johan Grunden, Daniel Gunnarsson, Nadia Holtryd, Anmar Khazal, Mohamed Mustafa, Marina Papatriantafilou, Elad Michael Schiller, Christoph Steup, Viktor Swantesson, Philippas Tsigas
2013 — conf
COTS-Architecture with a Real-Time OS for a Self-Driving Miniature Vehicle.
ASCoMS@SAFECOMP
Christian Berger, Md. Abdullah Al Mamun, Jörgen Hansson
2013 — conf
Comparing between Maximum Likelihood Estimator and Non-linear Regression Estimation Procedures for NHPP Software Reliability Growth Modelling.
IWSM/Mensura
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
2013 — conf
Early Verification and Validation According to ISO 26262 by Combining Fault Injection and Mutation Testing.
ICSOFT (Selected Papers)
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
2013 — conf
Educational Effect of a Student Competition with Self-Driving Cars on Selected Software Engineering Topics.
MBEES
Christian Berger
2013 A conf
Evaluating long-term predictive power of standard reliability growth models on automotive systems.
ISSRE
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
2013 B conf
Evaluation of Standard Reliability Growth Models in the Context of Automotive Software Systems.
PROFES
Rakesh Rana, Miroslaw Staron, Niklas Mellegård, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
2013 — conf
Improving Fault Injection in Automotive Model Based Development using Fault Bypass Modeling.
GI-Jahrestagung
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
2013 — conf
Improving scenario selection for simulations by run-time control-flow analysis.
SummerSim
Christian Berger
2013 C conf
Increasing Efficiency of ISO 26262 Verification and Validation by Combining Fault Injection and Mutation Testing with Model based Development.
ICSOFT
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
2013 — conf
MDE-based sensor management and verification for a self-driving miniature vehicle.
DSM@SPLASH
Md. Abdullah Al Mamun, Christian Berger, Jörgen Hansson
2013 — conf
Model-based, composable simulation for the development of autonomous miniature vehicles.
SpringSim (TMS-DEVS)
Christian Berger, Michel R. V. Chaudron, Rogardt Heldal, Olaf Landsiedel, Elad Michael Schiller
2012 — conf
Autonomous Driving-5 Years after the Urban Challenge: The Anticipatory Vehicle as a Cyber-Physical System.
GI-Jahrestagung
Christian Berger, Bernhard Rumpe
2012 — conf
Constructive Requirements Modeling - More Reliable Implementations in a Shorter Time.
Automotive - Safety & Security
Christian Berger, Sebastian Siegl
2012 — conf
Design considerations for a cyber-physical testing language on the example of autonomous driving.
DSM@SPLASH
Christian Berger
2012 — conf
From Autonomous Vehicles to Safer Cars: Selected Challenges for the Software Engineering.
SAFECOMP Workshops
Christian Berger
2012 — conf
Towards Transactional Self-Adaptation for AUTOSAR on the Example of a Collision Detection System.
GI-Jahrestagung
Christian Berger, Matthias Tichy
2011 — conf
Automated testing of embedded automotive systems from requirement specification models.
LATW
Sebastian Siegl, Kai-Steffen Hielscher, Reinhard German, Christian Berger
2011 A conf
Formal specification and systematic model-driven testing of embedded automotive systems.
DATE
Sebastian Siegl, Kai-Steffen Hielscher, Reinhard German, Christian Berger
2010 — —
Automating acceptance tests for sensor- and actuator-based systems on the example of autonomous vehicles.
Christian Berger
2010 — conf
Measuring the Ability to Form a Product Line from Existing Products.
VaMoS
Christian Berger, Holger Rendel, Bernhard Rumpe
2010 — conf
Product Line Metrics for Legacy Software in Practice.
SPLC Workshops
Christian Berger, Holger Rendel, Bernhard Rumpe, Carsten Busse, Thorsten Jablonski, Fabian Wolf
2010 J jnl
Supporting Agile Change Management by Scenario-Based Regression Simulation.
IEEE Trans. Intell. Transp. Syst.
Christian Berger, Bernhard Rumpe
2009 — conf
Caroline: An Autonomously Driving Vehicle for Urban Environments.
The DARPA Urban Challenge
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
2009 — conf
Feature-basierte Modellierung und Verarbeitung von Produktlinien am Beispiel eingebetteter Software.
MBEES
Christian Berger, Holger Krahn, Holger Rendel, Bernhard Rumpe
2009 — conf
Hesperia: Framework zur Szenario-gestützten Modellierung und Entwicklung Sensor-basierter Systeme.
GI Jahrestagung
Christian Berger, Bernhard Rumpe
2008 J jnl
Autonomes Fahren - Erkenntnisse aus der DARPA Urban Challenge (Autonomous Driving - Insights from the DARPA Urban Challenge).
it Inf. Technol.
Christian Berger, Bernhard Rumpe
2008 J jnl
Caroline: An autonomously driving vehicle for urban environments.
J. Field Robotics
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
2007 J jnl
Software & Systems Engineering Process and Tools for the Development of Autonomous Driving Intelligence.
J. Aerosp. Comput. Inf. Commun.
Christian Basarke, Christian Berger, Bernhard Rumpe