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Christian Berger
Professor
Software Engineering 2 (SE2)About Christian Berger
Full details are available here.
Professor Dr. Christian Berger is Full Professor for Computer Science at the Department of Computer Science and Engineering at University of Gothenburg, Sweden.
Christian Berger received his Ph.D. degree (Dr. rer. nat.) from RWTH Aachen University, Germany in 2010. He joined University of Gothenburg, Sweden in 2012 as Assistant Professor and was promoted to Associate Professor and Docent in Computer Science in 2015. In 2022, he was appointed Full Professor for Computer Science at University of Gothenburg.
He coordinated the research project “Caroline”, Europe’s best self-driving vehicle in the world’s first large-scale, vehicular robot race for urban environments: The 2007 DARPA Urban Challenge. He co-led the Chalmers Truck Team during the 2016 Grand Cooperative Driving Challenge (GCDC), and is the leading software architect behind OpenDLV (Open Driverless Vehicle). He is Technical Lead for Software Engineering at Chalmers vehicle laboratory REVERE. He has published over 100 scientific papers in international conferences and journals and received numerous awards for his work.
He is founding member of the Wallenberg AI, Autonomous Systems, and Software Program (WASP) Graduate School and he is serving as Director of Doctoral Studies at the Department of Computer Science and Engineering at Chalmers University of Technology and University of Gothenburg, Sweden.
Research
- Software-Defined Vehicles and Automotive Software Architectures
- Software Architectures for Distributed and Embedded Software Systems
- Data-Driven Software Engineering
- Trustworthy AI/ML-enabled Software Engineering
Awards
- 2023: George N. Saridis Best Paper Award for Outstanding Survey for Yue Kang, Hang Yin, and Christian Berger: “Test Your Self-Driving Algorithm - An Overview of Publicly Available Driving Datasets and Virtual Testing Environments”.
- 2023: Best Paper Award for Krishna Ronanki, Beatriz Cabrero-Daniel, Jennifer Horkoff, and Christian Berger: “RE-centric Recommendations for the Development of Trustworthy(er) Autonomous Systems.
- 2020: Best Paper Nominee for Federico Giaimo and Christian Berger: “Continuous experimentation for automotive software on the example of a heavy commercial vehicle in daily operation”.
- 2019: Best Paper Award for Jens Henriksson, Christian Berger, Markus Borg, Lars Tornberg, Sankar Raman Sathyamoorthy, and Cristofer Englund: “Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks”.
- 2019: Awardee for the First 100-Listan of the Royal Swedish Academy of Engineering Sciences, project Continuous-X.
-
Predicting and Analyzing Pedestrian Crossing Behavior at Unsignalized
Crossings
Chi Zhang, Janis Sprenger, Zhongjun Ni, Christian Berger
IEEE Intelligent Vehicles Symposium, Proceedings - 2024 -
Prompt Smells: An Omen for Undesirable Generative AI
Outputs
Krishna Ronanki, Beatriz Cabrero-Daniel, Christian Berger
Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024 - 2024 -
Welcome your new ai teammate: On safety analysis by leashing large language
models
Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Torner, Hakan Sivencrona, Christian Berger
Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024 - 2024 -
On STPA for Distributed Development of Safe Autonomous Driving: An Interview
Study
Ali Nouri, Christian Berger, Fredrik Torner
Proceedings - 2023 49th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2023 - 2023 -
Systematic Evaluation of Applying Space-Filling Curves to Automotive Maneuver
Detection
Christian Berger, Beatriz Cabrero-Daniel, M. Cagri Kaya, Maryam Esmaeili Darestani, Hannah Shiels
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC - 2023 -
Analyzing Factors Influencing Pedestrian Behavior in Urban Traffic Scenarios using Deep
Learning
Chi Zhang, Christian Berger
Transportation Research Procedia - 2023 -
Pedestrian Behavior Prediction Using Deep Learning Methods for Urban Scenarios: A
Review
Chi Zhang, Christian Berger
IEEE Transactions on Intelligent Transportation Systems - 2023 -
ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive
Data
Christian Berger, Lukas Birkemeyer
Proceedings of IEEE Intelligent Vehicles Symposium - 2023 -
AirDnD-Asynchronous In-Range Dynamic and Distributed Network Orchestration
Framework
Malsha Ashani Mahawatta Dona, Christian Berger, Yinan Yu
Proceedings - International Conference on Distributed Computing Systems - 2023 -
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving
Datasets
Jens Henriksson, Christian Berger, Stig Ursing, Markus Borg
Proceedings - 5th IEEE International Conference on Artificial Intelligence Testing, AITest 2023 - 2023 -
RE-centric Recommendations for the Development of Trustworthy(er) Autonomous
Systems
Krishna Ronanki, Beatriz Cabrero-Daniel, Jennifer Horkhoff, Christian Berger
ACM International Conference Proceeding Series - 2023 -
Cross or Wait? Predicting Pedestrian Interaction Outcomes at Unsignalized
Crossings
Chi Zhang, Amir Hossein Kalantari, Yue Yang, Zhongjun Ni, Gustav Markkula, Natasha Merat, Christian Berger
IEEE Intelligent Vehicles Symposium, Proceedings - 2023 -
Spatial-Temporal-Spectral LSTM: A Transferable Model for Pedestrian Trajectory
Prediction
Chi Zhang, Zhongjun Ni, Christian Berger
IEEE Transactions on Intelligent Vehicles - 2023 -
Formally Robust and Safe Trajectory Planning and Tracking for Autonomous
Vehicles
Y. S. Yu, D. Shan, O. Benderius, Christian Berger, Y. Kang
Ieee Transactions on Intelligent Transportation Systems - 2022 -
Traction Adaptive Motion Planning and Control at the Limits of
Handling
L. Svensson, M. Bujarbaruah, A. Karsolia, Christian Berger, M. Torngren
Ieee Transactions on Control Systems Technology - 2022 -
Over 60,000 km in a year: remotely collecting large-volume high-quality data from a logistics
truck
Christian Berger, A. Karsolia, Federico Giaimo, Ola Benderius
Sn Applied Sciences - 2022 -
Learning the Pedestrian-Vehicle Interaction for Pedestrian Trajectory
Prediction
Chi Zhang, Christian Berger
2022 8th International Conference on Control, Automation and Robotics (ICCAR), 8-10 April 2022, IEEE - 2022 -
Adaptive monitoring for autonomous vehicles using the HAFLoop
architecture
E. Zavala, X. Franch, J. Marco, Christian Berger
Enterprise Information Systems - 2021 -
Performance analysis of out-of-distribution detection on trained neural
networks
J. Henriksson, Christian Berger, M. Borg, L. Tornberg, S. R. Sathyamoorthy, C. Englund
Information and Software Technology - 2021 -
Social-IWSTCNN: A social interaction-weighted spatio- temporal convolutional neural network for pedestrian trajectory prediction in urban traffic
scenarios
Chi Zhang, Christian Berger, Marco Dozza
IEEE Intelligent Vehicles Symposium, 11-17 July 2021, Proceedings - 2021 -
Principles for Re-architecting Software for Heterogeneous
Platforms
Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic, Jan Bosch
Proceedings of the 27th Asia-Pacific Software Engineering Conference (APSEC) - 2020 -
Continuous Experimentation for Automotive Software on the Example of a Heavy Commercial Vehicle in Daily
Operation
Federico Giaimo, Christian Berger
Proceedings of the European Conference on Software Architecture (ECSA) - 2020 -
Continuous experimentation and the cyber-physical systems challenge: An overview of the literature and the industrial
perspective
F. Giaimo, H. Andrade, Christian Berger
Journal of Systems and Software - 2020 -
HAFLoop: An architecture for supporting Highly Adaptive Feedback Loops in self-adaptive
systems
E. Zavala, X. Franch, J. Marco, Christian Berger
Future Generation Computer Systems-the International Journal of Escience - 2020 -
The Automotive Take on Continuous Experimentation: A Multiple Case
Study
Federico Giaimo, Hugo Sica de Andrade, Christian Berger
2019 45th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). Kallithea, Greece, 28-30 Aug. 2019 - 2019 -
Performance Analysis of Out-of-Distribution Detection on Various Trained Neural
Networks
J. Henriksson, Christian Berger, M. Borg, L. Tornberg, S. R. Sathyamoorthy, C. Englund
2019 45th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), Kallithea, Greece, 28-30 Aug. 2019 - 2019 -
Test Your Self-Driving Algorithm: An Overview of Publicly Available Driving Datasets and Virtual Testing
Environments
Yue Kang, Hang Yin, Christian Berger
IEEE Transactions on Intelligent Vehicles - 2019 -
Systematic benchmarking for reproducibility of computer vision algorithms for real-time systems: The example of optic flow
estimation
B. Nguyen, Christian Berger, O. Benderius
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2019, Macau, China, Nov 4-8, 2019 - 2019 -
Towards Structured Evaluation of Deep Neural Network
Supervisors
J. Henriksson, Christian Berger, M. Borg, L. Tornberg, C. Englund, S. R. Sathyamoorthy, S. Ursing
Proceedings of the 1st IEEE International Conference on Artificial Intelligence Testing (AITest) - 2019 -
Effects of measurements on correlations of software code
metrics
Abdullah Al Mamun, Christian Berger, J. Hansson
Empirical Software Engineering - 2019 -
Evolution of technical debt: An exploratory
study
Abdullah Al Mamun, Antonio Martini, Miroslaw Staron, Christian Berger, Jörgen Hansson
Mensura 2019 - 2019 -
Microservice Architectures for Advanced Driver Assistance Systems: A
Case-Study
Jannik Lotz, Andreas Vogelsang, Ola Benderius, Christian Berger
Proceedings of the Workshop for Automotive Software Architectures (WASA) - 2019 -
The Best Rated Human-Machine Interface Design for Autonomous Vehicles in the 2016 Grand Cooperative Driving
Challenge
Ola Benderius, Christian Berger, Victor Malmsten Lundgren
IEEE Transactions on Intelligent Transportation Systems - 2018 -
On Using Blockchains for Safety-Critical
Systems
Christian Berger, B. Penzenstadler, O. Drogehorn
SEsCPS '18 Proceedings of the 4th International Workshop on Software Engineering for Smart Cyber-Physical Systems - 2018 -
Design Criteria to Architect Continuous Experimentation for Self-Driving
Vehicles
F. Giaimo, Christian Berger
2017 Ieee International Conference on Software Architecture (Icsa 2017) - 2017 -
Containerized Development and Microservices for Self-Driving Vehicles: Experiences & Best
Practices
Christian Berger, B. Nguyen, O. Benderius
2017 IEEE International Conference on Software Architecture Workshops (Icsaw) - 2017 -
Predicting and Evaluating Software Model Growth in the Automotive
Industry
Jan Schröder, Christian Berger, Alessia Knauss, Harri Preenja, Ali Mohammad, Miroslaw Staron, Thomas Herpel
IEEE International Conference on Software Maintenance and Evolution (ICSME). 17-22 Sept. 2017, Shanghai, China - 2017 -
Considerations About Continuous Experimentation for Resource-Constrained Platforms in Self-driving
Vehicles
Federico Giaimo, Christian Berger, Crispin Kirchner
Software Architecture. ECSA 2017. Lecture Notes in Computer Science, vol 10475 - 2017 -
Scaling agile development in mechatronic organizations - A comparative case
study
Ulrik Eklund, Christian Berger
Proceedings. IEEE/ACM 39th International Conference on Software Engineering: Software Engineering in Practice Track, ICSE-SEIP 2017. 20-28 May 2017, Buenos Aires, Argentina - 2017 -
When to Use What Data Set for Your Self-Driving Car Algorithm: An Overview of Publicly Available Driving
Datasets
Hang Yin, Christian Berger
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems (ITSC). 16 -19 Oct 2017, Yokohama, Japan - 2017 -
Proving Ground Support for Automation of Testing of Active Safety Systems and Automated
Vehicles
Alessia Knauss, Christian Berger, Henrik Eriksson, Niklas Lundin, Jan Schröder
4th International Symposium on Future Active Safety Technology towards Zero-Traffic-Accidents (FAST-zero) - 2017 -
Comparison of model size predictors in
practice
Jan Schröder, Christian Berger, Alessia Knauss, Harri Preenja, Ali Mohammad, Miroslaw Staron, Thomas Herpel
Proceedings - 2017 IEEE/ACM 39th International Conference on Software Engineering Companion, ICSE-C 2017 - 2017 -
Software-related challenges of testing automated
vehicles
Alessia Knauss, Jan Schröder, Christian Berger, Henrik Eriksson
Proceedings. IEEE/ACM 39th International Conference on Software Engineering Companion, ICSE-C 2017. Buenos Aires, Argentina — May 20 - 28, 2017 - 2017 -
Mastering data complexity for autonomous driving with adaptive point clouds for urban
environments
Hang Yin, Christian Berger
IEEE Intelligent Vehicles Symposium, Proceedings - 2017 -
Paving the roadway for safety of automated vehicles: An empirical study on testing
challenges
Alessia Knauss, Jan Schröder, Christian Berger, Henrik Eriksson
IEEE Intelligent Vehicles Symposium, Proceedings - 2017 -
Validating Test Cases for Safety Relevant ECUs using Simulation
Models
Ibrahim Alagöz, Jan Schröder, Christoph Funda, Reinhard German, Christian Berger
4th International Symposium on Future Active Safety Technology towards Zero-Traffic-Accidents (FAST-zero) - 2017 -
Systematic Evaluation of Sandboxed Software Deployment for Real-time Software on the Example of a Self-Driving Heavy
Vehicle
Philip Masek, Magnus Thulin, Hugo Andrade, Christian Berger, Ola Benderius
Proceedings of the 19th IEEE Intelligent Transportation Systems Conference (ITSC) - 2016 -
Continuous experimentation on cyber-physical systems: Challenges and
opportunities
Federico Giaimo, Hang Yin, Christian Berger, Ivica Crnkovic
XP 2016 Scientific Workshops; Edinburgh; United Kingdom;(ACM International Conference Proceeding Series vol 24) - 2016 -
Unveiling Anomalies and Their Impact on Software Quality in Model-Based Automotive Software Revisions with Software Metrics and Domain
Experts
Jan Schröder, Christian Berger, Miroslaw Staron, Thomas Herpel, Alessia Knauss
Proceedings of the 25th International Symposium on Software Testing and Analysis (ISSTA 2016) - 2016 -
An Open Continuous Deployment Infrastructure for a Self-driving Vehicle
Ecosystem
Christian Berger
Open Source Systems: Integrating Communities, Oss 2016 - 2016 -
Adaptive message restructuring using model-driven
engineering
Hang Yin, Federico Giaimo, Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic
13th International Conference on Information Technology: New Generations - 2016 -
Towards state-of-the-art and future trends in testing of active safety
systems
Alessia Knauss, Christian Berger, Henrik Eriksson
2nd International Workshop on Software Engineering for Smart Cyber-Physical Systems, SEsCPS 2016; Austin; United States; 16 May 2016 - 2016 -
Improving Subjective Assessment of Vehicle Dynamics Evaluations by means of Computer-Tablets as Digital
Aid
Gaspar Luis Gil Gómez, Johannes Vestlund, Egbert Bakker, Christian Berger, Mikael Nybacka, Lars Drugge
SAE technical paper series - 2016 -
How autonomous driving influences the vehicle's
architecture
Christian Berger
2016 Workshop on Automotive Systems/Software Architectures (Wasa). 5-8 April 2016 - 2016 -
Analyzing defect inflow distribution and applying Bayesian inference method for software defect prediction in large software
projects
Rakesh Rana, Miroslaw Staron, Christian Berger, J. Hansson, M. Nilsson, W. Meding
Journal of Systems and Software - 2016 -
Improving Bandwidth Efficiency with Self-Adaptation for Data Marshalling on the Example of a Self-Driving Miniature
Car
Federico Giaimo, Hugo Sica de Andrade, Christian Berger, Ivica Crnkovic
Proceedings of the 2015 European Conference on Software Architecture Workshops Article No. 21 - 2015 -
Comparing the Applicability of Complexity Measurements for Simulink Models during Integration Testing – An Industrial Case
Study
Jan Schröder, Christian Berger, Thomas Herpel, Miroslaw Staron
2nd Workshop on Software Architecture Metrics (ICSE 2015) - 2015 -
Challenges from Integration Testing using Interconnected Hardware-in-the-Loop Test Rigs at an Automotive OEM: An Industrial Experience
Report
Jan Schröder, Christian Berger, Thomas Herpel
Proceedings of the First International Workshop on Automotive Software Architecture, WASA '15 - 2015 -
Systematic Evaluation of Three Data Marshalling Approaches for Distributed Software
Systems
Hugo Sica de Andrade, Federico Giaimo, Christian Berger, Ivica Crnkovic
Proceedings of the 15th Workshop on Domain-Specific Modelling - 2015 -
Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - A Comparative Case
Study
Christian Berger, Ulrik Eklund
Proceedings of the 16th International Conference on Agile Software Development (XP 2015) - 2015 -
Large-Scale Evaluation of an Active Safety Algorithm with EuroNCAP and US NCAP Scenarios in a Virtual Test Environment – An Industrial Case
Study
Christian Berger, Delf Block, Christian Hons, Stefan Kühnel, Andre Leschke, Dimitri Plotnikov, Bernhard Rumpe
Proceedings of 18th IEEE International Conference on Intelligent Transportation Systems - 2015 -
Comparing the applicability of complexity measurements for simulink models during integration testing: an industrial case
study
Jan Schröder, Christian Berger, Thomas Herpel, Miroslaw Staron
Proceedings of the Second International Workshop on Software Architecture and Metrics, SAM '15 - 2015 -
Challenges from Integration Testing using Interconnected Hardware-in-the-Loop Test Rigs at an Automotive OEM - An Industrial Experience
Report
Jan Schröder, Christian Berger, Thomas Herpel
2015 First International Workshop on Automotive Software Architecture (Wasa) - 2015 -
Design and Evaluation of a Customizable Multi-Domain Reference Architecture on top of Product Lines of Self- Driving Heavy Vehicles - An Industrial Case
Study
Jan Schröder, Daniela Holzner, Christian Berger, Carl-Johan Hoel, L. Laine, A. Magnusson
2015 IEEE/ACM 37th IEEE International Conference on Software Engineering, Vol 2 - 2015 -
On the role of cross-disciplinary research and SSE in addressing the challenges of the digitalization of
society
Rakesh Rana, Miroslaw Staron, Christian Berger, Agneta Nilsson, Alexandra Weilenmann, Martin Rydmark
Proceedings IEEE 6th International Conference on Software Engineering and Service Science - 2015 -
Expectations and Challenges from Scaling Agile in Mechatronics-Driven Companies - nA Comparative Case
Study
Christian Berger, U. Eklund
Agile Processes, in Software Engineering, and Extreme Programming, Xp 2015 - 2015 -
A Methodology for Simulation and Validation of a Safety-Critical Electronic Control Unit for Integration Testing in Connected Hardware-in-the-Loop
Environments
Jan Schröder, Christian Berger, Thomas Herpel
Proceedings of the 3rd International Symposium on Future Active Safety Technology Toward zero traffic accidents - 2015 -
Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case Study (Extended
Version)
Christian Berger, Delf Block, Sönke Heeren, Christian Hons, Stefan Kühnel, Andre Leschke, Dimitri Plotnikov, Bernhard Rumpe
IEEE Intelligent Transportation Systems Transactions and Magazine - 2015 -
Accelerating Regression Testing for Scaled Self-Driving Cars with Lightweight Virtualization – A Case
Study
Christian Berger
Proceedings of International Workshop on Software Engineering for Smart Cyber-Physical Systems (SEsCPS) - 2015 -
Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case
Study
Christian Berger, D. Block, S. Heeren, C. Hons, S. Kuhnel, A. Leschke, D. Plotnikov, B. Rumpe
Ieee Intelligent Transportation Systems Magazine - 2015 -
Improving Dependability of Embedded Software Systems using Fault Bypass Modeling
(FBM)
Rakesh Rana, Miroslaw Staron, Christian Berger
17th KKIO Software Engineering Conference - 2015 -
Improving Dependability of Embedded Software Systems using Fault Bypass Modeling
(FBM)
Rakesh Rana, Miroslaw Staron, Christian Berger
polish National Conference on Software Engineering - 2015 -
SenseDSL: Automating the Integration of Sensors for MCU-based Robots and Cyber-Physical
Systems
Christian Berger
Proceedings of the 14th Workshop on Domain-Specific Modeling - 2014 -
The CIViT Model in a Nutshell: Visualizing Testing Activities to Support Continuous
Integration
Agneta Nilsson, Jan Bosch, Christian Berger
Continuous Software Engineering - 2014 -
Simulations on Consumer Tests: A Systematic Evaluation Approach in an Industrial Case
Study
Christian Berger, Delf Block, Sönke Heeren, Christian Hons, Stefan Kühnel, André Leschke, Dimitri Plotnikov, Bernhard Rumpe
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems (ITSC) - 2014 -
Saving Virtual Testing Time for CPS by Analyzing Code Coverage on the Example of a Lane-Following
Algorithm
Christian Berger
Proceedings of the "4th Workshop on Design, Modeling and Evaluation of Cyber Physical Systems (CyPhy'14) - 2014 -
Analysing defect inflow distribution of automotive software
projects
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, martin nilsson
PROMISE '14 Proceedings of the 10th International Conference on Predictive Models in Software Engineering - 2014 -
Technical Evaluation of the Carolo-Cup 2014 – A Competition for Self-Driving Miniature
Cars
Sebastian Zug, Christoph Steup, J.-B. Scholle, Christian Berger, Olaf Landsiedel, Fabian Schuldt, Jens Rieken, Thomas Form
12th IEEE International Symposium on RObotic and Sensors Environments (ROSE), Politehnica Univ Timisoara, Timisoara, ROMANIA, OCT 16-18, 2014 - 2014 -
Simulations on consumer tests: A systematic evaluation approach in an industrial case
study
Christian Berger, D. Block, S. Heeren, C. Hons, S. Kuhnel, A. Leschke, D. Plotnikov, B. Rumpe
2014 17th IEEE International Conference on Intelligent Transportation Systems, ITSC 2014 - 2014 -
Explicating, Understanding and Managing Technical Debt from Self-Driving Miniature Car
Projects
Md Abdullah Al Mamun, Christian Berger, Jörgen Hansson
Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution (ICSME) - 2014 -
Towards continuous integration for cyber-physical systems on the example of self-driving miniature
cars
Christian Berger
Continuous software engineering - 2014 -
Visualizing Testing Activities to Support Continuous Integration: A Multiple Case
Study
Agneta Nilsson, Jan Bosch, Christian Berger
Proceedings of the "15th International Conference on Agile Software Development - 2014 -
Selecting software reliability growth models and improving their predictive accuracy using historical projects
data
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, M. Nilsson, F. Torner, W. Meding, C. Hoglund
Journal of Systems and Software - 2014 -
Agile Model-Driven Engineering in Mechatronic Systems - An Industrial Case
Study
Ulf Eliasson, Rogardt Heldal, Jonn A. Lantz, Christian Berger
Lecture Notes in Computer Science: 17th International Conference on Model-Driven Engineering Languages and Systems (MODELS) - 2014 -
Driving with Confidence: Local Dynamic Maps That Provide LoS for the Gulliver
Test-bed
Christian Berger, Oscar Morales-Ponce, Thomas Petig, Elad Michael Schiller
Lecture Notes in Computer Science: Computer Safety, Reliability, and Security. 33rd SAFECOMP Workshop - 2014 -
From a Competition for Self-Driving Miniature Cars to a Standardized Experimental Platform: Concept, Models, Architecture, and
Evaluation
Christian Berger
Journal of Software Engineering for Robotics - 2014 -
Comparison of Architectural Design Decisions for Resource-Constrained Self-Driving Cars – A Multiple
Case-Study
Christian Berger, Michael Dukaczewski
Proceedings of the INFORMATIK 2014 - 2014 -
Scenario Pattern Matching in Large Sensor Recordings with Simulation Models for Cyber-Physical
Systems
Christian Berger
Proceedings of the 46th Summer Computer Simulation Conference 2014 (SCSC 2014) - 2014 -
Early Verification and Validation According to ISO 26262 by Combining Fault Injection and Mutation
Testing
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, martin nilsson, Fredrik Törner
Communications in Computer and Information Science - 2014 -
The Adoption of Machine Learning Techniques for Software Defect Prediction: An Initial Industrial
Validation
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Wilhelm Meding
Knowledge-Based Software Engineering - 2014 -
MDE-based Sensor Management and Verification for a Self-Driving Miniature
Vehicle
Md Abdullah Al Mamun, Christian Berger, Jörgen Hansson
13th ACM Workshop on Domain-Specific Modeling, DSM 2013; Indianapolis, IN; United States - 2013 -
Evaluating long-term predictive power of standard reliability growth models on automotive
systems
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
Proceedings of the 24th IEEE International Symposium on Software Reliability Engineering, Pasadena, CA, 2013 - 2013 -
Evaluation of standard reliability growth models in the context of automotive software
systems
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner, Niklas Mellegård
Lecture Notes in Computer Science: 14th International Conference on Product-Focused Software Process Improvement (PROFES), Paphos, CYPRUS, Jun 12-14, 2013 - 2013 -
Bridging Physical and Digital Traffic System Simulations with the Gulliver
Test-Bed
Christian Berger, Erik Dahlgren, Johan Grundén, Daniel Gunnarsson, Nadia Holtryd, Anmar Khazal, Mohamed Mustafa, Marina Papatriantafilou, Elad Michael Schiller, Christoph Steup, Viktor Swantesson, Philippas Tsigas
5th International Workshop, Nets4Cars/Nets4Trains 2013 - 2013 -
Model-based, Composable Simulation for the Development of Autonomous Miniature
Vehicles
Christian Berger, Michel Chaudron, Rogardt Heldal, Olaf Landsiedel, Elad Michael Schiller
Mod4Sim'13: 3rd International Workshop on Model-driven Approaches for Simulation Engineering at SCS/IEEE Symposium on Theory of Modeling and Simulation in conjunction with SpringSim 2013 - 2013 -
Increasing Efficiency of ISO 26262 Verification and Validation by Combining Fault Injection and Mutation Testing with Model Based
Development
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
8th International Joint Conference on Software Technologies - ICSOFT-EA, Reykjavík, Iceland, July 2013 - 2013 -
On Using the Gulliver Platform for Bridging Physical and Digital Traffic System
Simulations
Christian Berger, Erik Dahlgren, Johan Grundén, Daniel Gunnarsson, Nadia Holtryd, Anmar Khazal, Mohamed Mustafa, Marina Papatriantafilou, Elad Michael Schiller, Christoph Steup, Viktor Swantesson, Philippas Tsigas
Nationell Konferens i Transportforskning, Chalmers Göteborg - 2013 -
Engineering the Hardware/Software Interface for Robotic Platforms – A Comparison of Applied Model Checking with Prolog and
Alloy
Md Abdullah Al Mamun, Christian Berger, Jörgen Hansson
Proceedings of the 4th International Workshop on Domain-Specific Languages and models for ROBotic systems - 2013 -
Comparing between Maximum Likelihood Estimator and Non-Linear Regression estimation procedures for Software Reliability Growth
Modelling
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
IWSM-Mensura 2013, Ankara, Turkey - 2013 -
Improving Fault Injection in Automotive Model Based Development using Fault Bypass
Modeling
Rakesh Rana, Miroslaw Staron, Christian Berger, Jörgen Hansson, Martin Nilsson, Fredrik Törner
2nd Workshop on Software-Based Methods for Robust Embedded Systems (SOBRES '13), Koblenz, Germany, Sep 2013 - 2013 -
Improving Scenario Selection for Simulations by Run-Time Control-Flow
Analysis
Christian Berger
Proceedings of the 2013 Summer Simulation Multi-Conference - 2013 -
Open Issues in Reuse of Certified Components in Cyber Physical
Systems
Christian Berger, Michel Chaudron
Proceedings International Workshop on Critical Software Component Reusability and Certification across Domains - 2013 -
An Interdisciplinary Perspective to the Design and Decision Support of Integral Safety
Systems
Christian Berger, Panagiotis Katsaros, Mahdi Bohlouli, Lefteris Angelis
Proceedings of the 4th IFAC Workshop on Dependable Control of Discrete Systems - 2013 -
Meta-Metrics for Simulations in Software Engineering on the Example of Integral Safety
Systems
Christian Berger, Delf Block, Christian Hons, Stefan Kühnel, Bernhard Rumpe, André Leschke, Torsten Strutz
Proceedings of the 14th Braunschweig Symposium AAET - 2013 -
COTS-Architecture with a Real-Time OS for a Self-Driving Miniature
Vehicle
Christian Berger, Md Abdullah Al Mamun, Jörgen Hansson
Proceedings of Workshop ASCoMS (Architecting Safety in Collaborative Mobile Systems) of the 32nd International Conference on Computer Safety, Reliability and Security - 2013 -
Educational Effect of a Student Competition for Self-Driving Cars on Selected Software Engineering
Topics
Christian Berger
Proceedings of 5th Dagstuhl Workshop "Model-Based Development of Embedded Systems" 2013 - 2013 -
Constructive Requirements Modeling - More Reliable Implementations in a Shorter
Time
Christian Berger, Sebastian Siegl
Lecture Notes in Informatics - 2012 -
Design Considerations for a Cyber-Physical Testing Language on the Example of Autonomous
Driving
Christian Berger
Proceedings of the 2012 workshop on Domain-specific modeling - 2012 -
Cloud-based Testing for Context-Aware Cyber-Physical
Systems
Christian Berger
Software Testing in the Cloud: Perspectives on an Emerging Discipline - 2012 -
Verification of ISO 26262 Software requirements in safety critical
EE-systems
Rakesh Rana, Miroslaw Staron, Jörgen Hansson, Christian Berger, Martin Nilsson, Fredrik Törner
ICRES double workshop "Benchmarking Functional Safety" + "Efficient Systems Development with Functional Safety" - 2012 -
Towards transactional self-adaption for AUTOSAR on the example of a collision detection
system
Christian Berger, Matthias Tichy
Proc. of the 10th Workshop Automotive Software Engineering, 17th September 2012, Braunschweig, Germany - 2012 -
Introduction
Christian Berger, Mike Hinchey, Christopher Rouff
Experience from the DARPA Urban Challenge - 2012 -
Engineering Autonomous Driving
Software
Christian Berger, Bernhard Rumpe
Experience from the DARPA Urban Challenge - 2012 -
From Autonomous Vehicles to Safer Cars: Selected Challenges for the Software
Engineering
Christian Berger
Proc. of the 31th International Conference on Computer Safety, Reliability and Security (SAFECOMP), Magdeburg, Germany, 2012 - 2012 -
Autonomous Driving - 5 Years after the Urban Challenge: The Anticipatory Vehicle as a Cyber-Physical
System
Christian Berger, Bernhard Rumpe
Proc. of the 10th Workshop Automotive Software Engineering, September 2012, Braunschweig, Germany. - 2012