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Helge Spieker

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Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning

Oct 24, 2023
Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker

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Acquiring Qualitative Explainable Graphs for Automated Driving Scene Interpretation

Aug 24, 2023
Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker

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Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques

Feb 24, 2022
Mohit Kumar Ahuja, Arnaud Gotlieb, Helge Spieker

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Predictive Machine Learning of Objective Boundaries for Solving COPs

Nov 04, 2021
Helge Spieker, Arnaud Gotlieb

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

Apr 24, 2021
Helge Spieker

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Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI

Jul 14, 2020
Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker

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Learning Objective Boundaries for Constraint Optimization Problems

Jun 20, 2020
Helge Spieker, Arnaud Gotlieb

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Time-aware Test Case Execution Scheduling for Cyber-Physical Systems

Feb 12, 2019
Morten Mossige, Arnaud Gotlieb, Helge Spieker, Hein Meling, Mats Carlsson

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Towards Testing of Deep Learning Systems with Training Set Reduction

Jan 14, 2019
Helge Spieker, Arnaud Gotlieb

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

Nov 09, 2018
Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige

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