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Most recent publications

P. Bernabé, A. Gotlieb, B. Legeard, F. O. Sem-Jacobsen and H. Spieker

Apprentissage auto-supervisé pour la détection d’actions illégales lors de la surveillance du trafic maritime

In Applications Pratiques de l’Intelligence Artificielle. AFIA, 2021.
Proceedings, refereed
2021
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H. Spieker

Constraint-Guided Reinforcement Learning: Augmenting the Agent-Environment-Interaction

In International Joint Conference on Neural Networks (IJCNN). IEEE, 2021.
Proceedings, refereed
2021
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M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

In Proceedings of the 31st European Safety and Reliability Conference (ESREL). ESREL, 2021.
Proceedings, refereed
2021
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A. Gotlieb, D. Marijan and H. Spieker

Testing Industrial Robotic Systems: A New Battlefield!

In Software Engineering for Robotics, 109-137. Cham: Springer Nature, 2021.
Book Chapter
2021
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Selected publications

H. Spieker and A. Gotlieb

Adaptive Metamorphic Testing with Contextual Bandits

Journal of Systems and Software 165 (2020).
Journal Article
2020
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H. Spieker, A. Gotlieb and M. Mossige

Rotational Diversity in Multi-Cycle Assignment Problems

In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-19). Vol. 33. AAAI, 2019.
Proceedings, refereed
2019
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H. Spieker, A. Gotlieb, D. Marijan and M. Mossige

Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration

In Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis. New York, NY, USA: ACM, 2017.
Proceedings, refereed
2017
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News

12 July 2021

Simula researchers awarded two new FRIPRO projects

Background

PhD
Department of Informatics, University of Oslo
September 2020

Appointments

Visiting Researcher
Machine Learning and Artificial Intelligence Lab, University of Bonn, Germany
December 2021

Students under supervision

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2021

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, A. Gotlieb, D. Marijan, A. Sharif and H. Spieker

Improving the Reliability of Autonomous Software Systems through Metamorphic Testing

In Proceedings of the 31st European Safety and Reliability Conference (ESREL). ESREL, 2021.
Status: Published
P. Bernabé, H. Spieker, B. Legeard and A. Gotlieb

Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract)

In Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 35. AAAI, 2021.
Status: Published
P. Bernabé, A. Gotlieb, B. Legeard, F. O. Sem-Jacobsen and H. Spieker

Apprentissage auto-supervisé pour la détection d’actions illégales lors de la surveillance du trafic maritime

In Applications Pratiques de l’Intelligence Artificielle. AFIA, 2021.
Status: Published
H. Spieker

Constraint-Guided Reinforcement Learning: Augmenting the Agent-Environment-Interaction

In International Joint Conference on Neural Networks (IJCNN). IEEE, 2021.
Status: Published

Book chapters

A. Gotlieb, D. Marijan and H. Spieker

Testing Industrial Robotic Systems: A New Battlefield!

In Software Engineering for Robotics, 109-137. Cham: Springer Nature, 2021.
Status: Published
2020

Proceedings, refereed

M. K. Ahuja, M. B. Belaid, P. Bernabé, M. Collet, A. Gotlieb, C. Lal, D. Marijan, S. Sen, A. Sharif and H. Spieker

Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

In 1st International Workshop on New Foundations for Human-Centered AI @ ECAI 2020. CEUR Workshop Proceedings, 2020.
Status: Published
H. Spieker and A. Gotlieb

Learning Objective Boundaries for Constraint Optimization Problems

In International Conference on Machine Learning, Optimization, and Data Science. Springer, 2020.
Status: Published