Helge Spieker
Orcid: 0000-0003-2494-4279
According to our database1,
Helge Spieker
authored at least 41 papers
between 2015 and 2025.
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Bibliography
2025
Co-Activation Graph Analysis of Safety-Verified and Explainable Deep Reinforcement Learning Policies.
CoRR, January, 2025
2024
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning.
IEEE Trans. Intell. Transp. Syst., February, 2024
Learning input-aware performance models of configurable systems: An empirical evaluation.
J. Syst. Softw., February, 2024
Towards Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations.
CoRR, 2024
Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations.
CoRR, 2024
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024
Enhancing Manufacturing Quality Prediction Models Through the Integration of Explainability Methods.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024
Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024), 2024
2023
A Review of Validation and Verification of Neural Network-based Policies for Sequential Decision Making.
CoRR, 2023
CoRR, 2023
Proceedings of the Computer Safety, Reliability, and Security, 2023
2022
Empir. Softw. Eng., 2022
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022
Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques.
Proceedings of the 15th IEEE International Conference on Software Testing, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proceedings of the Software Engineering 2021, 2021
Constraint-Guided Reinforcement Learning: Augmenting the Agent-Environment-Interaction.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 14th IEEE Conference on Software Testing, Verification and Validation, 2021
Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract).
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators.
Int. J. Artif. Intell. Tools, 2020
Large-Scale Manual Validation of Bug Fixing Commits: A Fine-grained Analysis of Tangling.
CoRR, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020
2019
Proceedings of the Software Engineering and Software Management, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration.
Proceedings of the Software Engineering und Software Management 2018, 2018
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018
Different Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Multi-stage evolution of single- and multi-objective MCLP - Successive placement of charging stations.
Soft Comput., 2017
Proceedings of the Principles and Practice of Constraint Programming, 2017
2015
Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015