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2020 – today
- 2024
[j7]Mohamed-Bachir Belaid, Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar
, Helge Spieker:
Query-driven Qualitative Constraint Acquisition. J. Artif. Intell. Res. 79: 241-271 (2024)- [j6]Luc Lesoil, Helge Spieker, Arnaud Gotlieb, Mathieu Acher, Paul Temple, Arnaud Blouin, Jean-Marc Jézéquel:
Learning input-aware performance models of configurable systems: An empirical evaluation. J. Syst. Softw. 208: 111883 (2024) - [j5]Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker:
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning. IEEE Trans. Intell. Transp. Syst. 25(2): 1166-1177 (2024) - [c23]Quentin Mazouni, Helge Spieker, Arnaud Gotlieb, Mathieu Acher:
Testing for Fault Diversity in Reinforcement Learning. AST@ICSE 2024: 136-146 - [c22]Dennis Gross, Helge Spieker:
Probabilistic Model Checking of Stochastic Reinforcement Learning Policies. ICAART (3) 2024: 438-445 - [c21]Dennis Gross, Helge Spieker, Arnaud Gotlieb, Ricardo Knoblauch:
Enhancing Manufacturing Quality Prediction Models Through the Integration of Explainability Methods. ICAART (3) 2024: 898-905 - [c20]Quentin Mazouni, Helge Spieker, Arnaud Gotlieb, Mathieu Acher:
Policy Testing with MDPFuzz (Replicability Study). ISSTA 2024: 1567-1578 - [i25]Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker:
Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations. CoRR abs/2403.09668 (2024) - [i24]Quentin Mazouni, Helge Spieker, Arnaud Gotlieb, Mathieu Acher:
Testing for Fault Diversity in Reinforcement Learning. CoRR abs/2403.15065 (2024) - [i23]Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker:
Towards Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations. CoRR abs/2403.16908 (2024) - [i22]Dennis Gross, Helge Spieker:
Probabilistic Model Checking of Stochastic Reinforcement Learning Policies. CoRR abs/2403.18725 (2024) - [i21]Dennis Gross, Helge Spieker, Arnaud Gotlieb, Ricardo Knoblauch:
Enhancing Manufacturing Quality Prediction Models through the Integration of Explainability Methods. CoRR abs/2403.18731 (2024) - [i20]Helge Spieker, Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar:
Evaluating Human Trajectory Prediction with Metamorphic Testing. CoRR abs/2407.18756 (2024) - [i19]Dennis Gross, Helge Spieker:
Enhancing RL Safety with Counterfactual LLM Reasoning. CoRR abs/2409.10188 (2024) - [i18]Dennis Gross, Helge Spieker, Arnaud Gotlieb, Ricardo Knoblauch, Mohamed Elmansori:
Efficient Milling Quality Prediction with Explainable Machine Learning. CoRR abs/2409.10203 (2024) - [i17]Dennis Gross, Helge Spieker:
Safety-Oriented Pruning and Interpretation of Reinforcement Learning Policies. CoRR abs/2409.10218 (2024) - 2023
- [c19]Arnaud Gotlieb, Morten Mossige, Helge Spieker:
Constraint-Guided Test Execution Scheduling: An Experience Report at ABB Robotics. SAFECOMP 2023: 64-72 - [i16]Arnaud Gotlieb, Morten Mossige, Helge Spieker:
Constraint-Guided Test Execution Scheduling: An Experience Report at ABB Robotics. CoRR abs/2306.01529 (2023) - [i15]Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker:
Acquiring Qualitative Explainable Graphs for Automated Driving Scene Interpretation. CoRR abs/2308.12755 (2023) - [i14]Pierre Bernabé, Arnaud Gotlieb, Bruno Legeard, Dusica Marijan, Frank Olaf Sem-Jacobsen, Helge Spieker:
Detecting Intentional AIS Shutdown in Open Sea Maritime Surveillance Using Self-Supervised Deep Learning. CoRR abs/2310.15586 (2023) - [i13]Quentin Mazouni, Helge Spieker, Arnaud Gotlieb, Mathieu Acher:
A Review of Validation and Verification of Neural Network-based Policies for Sequential Decision Making. CoRR abs/2312.09680 (2023) - 2022
- [j4]Steffen Herbold, Alexander Trautsch, Benjamin Ledel, Alireza Aghamohammadi, Taher Ahmed Ghaleb, Kuljit Kaur Chahal, Tim Bossenmaier, Bhaveet Nagaria, Philip Makedonski, Matin Nili Ahmadabadi, Kristof Szabados, Helge Spieker, Matej Madeja, Nathaniel Hoy, Valentina Lenarduzzi, Shangwen Wang, Gema Rodríguez-Pérez, Ricardo Colomo Palacios, Roberto Verdecchia, Paramvir Singh, Yihao Qin, Debasish Chakroborti, Willard Davis, Vijay Walunj, Hongjun Wu, Diego Marcilio, Omar Alam, Abdullah Aldaeej, Idan Amit, Burak Turhan, Simon Eismann, Anna-Katharina Wickert, Ivano Malavolta, Matús Sulír, Fatemeh H. Fard, Austin Z. Henley, Stratos Kourtzanidis, Eray Tuzun, Christoph Treude, Simin Maleki Shamasbi, Ivan Pashchenko, Marvin Wyrich, James Davis, Alexander Serebrenik, Ella Albrecht, Ethem Utku Aktas, Daniel Strüber, Johannes Erbel:
A fine-grained data set and analysis of tangling in bug fixing commits. Empir. Softw. Eng. 27(6): 125 (2022) - [c18]Mohamed-Bachir Belaid, Nassim Belmecheri, Arnaud Gotlieb, Nadjib Lazaar, Helge Spieker:
GEQCA: Generic Qualitative Constraint Acquisition. AAAI 2022: 3690-3697 - [c17]Mohit Kumar Ahuja, Arnaud Gotlieb, Helge Spieker:
Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques. ICST Workshops 2022: 130-137 - [c16]Mohit Kumar Ahuja, Sahil Sahil, Helge Spieker:
FoCA: Failure-oriented Class Augmentation for Robust Image Classification. ICTAI 2022: 944-948 - [i12]Mohit Kumar Ahuja, Arnaud Gotlieb, Helge Spieker:
Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques. CoRR abs/2202.12139 (2022) - 2021
- [c15]Pierre Bernabé, Helge Spieker, Bruno Legeard, Arnaud Gotlieb:
Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract). AAAI 2021: 15757-15758 - [c14]Helge Spieker, Arnaud Gotlieb:
Summary of: Adaptive Metamorphic Testing with Contextual Bandits. ICST 2021: 275-277 - [c13]Helge Spieker:
Constraint-Guided Reinforcement Learning: Augmenting the Agent-Environment-Interaction. IJCNN 2021: 1-8 - [c12]Helge Spieker, Arnaud Gotlieb:
Learning to Generate Fault-revealing Test Cases in Metamorphic Testing. Software Engineering 2021: 99-100 - [i11]Helge Spieker:
Constraint-Guided Reinforcement Learning: Augmenting the Agent-Environment-Interaction. CoRR abs/2104.11918 (2021) - [i10]Helge Spieker, Arnaud Gotlieb:
Predictive Machine Learning of Objective Boundaries for Solving COPs. CoRR abs/2111.03160 (2021) - 2020
- [j3]Arnaud Gotlieb, Dusica Marijan, Helge Spieker:
ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators. Int. J. Artif. Intell. Tools 29(03n04): 2060006:1-2060006:23 (2020) - [j2]Helge Spieker, Arnaud Gotlieb:
Adaptive metamorphic testing with contextual bandits. J. Syst. Softw. 165: 110574 (2020) - [c11]Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker:
Opening the software engineering toolbox for the assessment of trustworthy AI. NeHuAI@ECAI 2020: 67-70 - [c10]Helge Spieker, Arnaud Gotlieb:
Learning Objective Boundaries for Constraint Optimization Problems. LOD (2) 2020: 394-408 - [i9]Helge Spieker, Arnaud Gotlieb:
Learning Objective Boundaries for Constraint Optimization Problems. CoRR abs/2006.11560 (2020) - [i8]Mohit Kumar Ahuja, Mohamed-Bachir Belaid, Pierre Bernabé, Mathieu Collet, Arnaud Gotlieb, Chhagan Lal, Dusica Marijan, Sagar Sen, Aizaz Sharif, Helge Spieker:
Opening the Software Engineering Toolbox for the Assessment of Trustworthy AI. CoRR abs/2007.07768 (2020) - [i7]Steffen Herbold, Alexander Trautsch, Benjamin Ledel, Alireza Aghamohammadi, Taher Ahmed Ghaleb, Kuljit Kaur Chahal, Tim Bossenmaier, Bhaveet Nagaria, Philip Makedonski, Matin Nili Ahmadabadi, Kristóf Szabados, Helge Spieker, Matej Madeja, Nathaniel Hoy, Valentina Lenarduzzi, Shangwen Wang, Gema Rodríguez-Pérez, Ricardo Colomo Palacios, Roberto Verdecchia, Paramvir Singh, Yihao Qin, Debasish Chakroborti, Willard Davis, Vijay Walunj, Hongjun Wu, Diego Marcilio, Omar Alam, Abdullah Aldaeej, Idan Amit, Burak Turhan, Simon Eismann, Anna-Katharina Wickert, Ivano Malavolta, Matús Sulír, Fatemeh H. Fard, Austin Z. Henley, Stratos Kourtzanidis, Eray Tuzun, Christoph Treude, Simin Maleki Shamasbi, Ivan Pashchenko, Marvin Wyrich, James Davis, Alexander Serebrenik, Ella Albrecht, Ethem Utku Aktas, Daniel Strüber, Johannes Erbel:
Large-Scale Manual Validation of Bug Fixing Commits: A Fine-grained Analysis of Tangling. CoRR abs/2011.06244 (2020)
2010 – 2019
- 2019
- [c9]Helge Spieker, Arnaud Gotlieb, Morten Mossige:
Rotational Diversity in Multi-Cycle Assignment Problems. AAAI 2019: 7724-7731 - [c8]Helge Spieker:
Towards Sequence-to-Sequence Reinforcement Learning for Constraint Solving with Constraint-Based Local Search. AAAI 2019: 10037-10038 - [c7]Morten Mossige, Arnaud Gotlieb, Helge Spieker, Hein Meling, Mats Carlsson:
Time-aware Test Execution Scheduling for Cyber-Physical Systems. SE/SWM 2019: 121-122 - [i6]Helge Spieker, Arnaud Gotlieb:
Towards Testing of Deep Learning Systems with Training Set Reduction. CoRR abs/1901.04169 (2019) - [i5]Morten Mossige, Arnaud Gotlieb, Helge Spieker, Hein Meling, Mats Carlsson:
Time-aware Test Case Execution Scheduling for Cyber-Physical Systems. CoRR abs/1902.04627 (2019) - [i4]Helge Spieker, Arnaud Gotlieb:
Adaptive Metamorphic Testing with Contextual Bandits. CoRR abs/1910.00262 (2019) - 2018
- [c6]Helge Spieker, Arnaud Gotlieb, Morten Mossige:
Different Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles. AAAI 2018: 8161-8162 - [c5]Arnaud Gotlieb, Dusica Marijan, Helge Spieker:
Stratified Constructive Disjunction and Negation in Constraint Programming. ICTAI 2018: 106-113 - [c4]Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige:
Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. Software Engineering 2018: 75-76 - [i3]Helge Spieker, Arnaud Gotlieb, Morten Mossige:
Rotational Diversity in Multi-Cycle Assignment Problems. CoRR abs/1811.03496 (2018) - [i2]Arnaud Gotlieb, Dusica Marijan, Helge Spieker:
Stratified Constructive Disjunction and Negation in Constraint Programming. CoRR abs/1811.03906 (2018) - [i1]Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige:
Reinforcement Learning for Automatic Test Case Prioritization and Selection in Continuous Integration. CoRR abs/1811.04122 (2018) - 2017
- [j1]Helge Spieker, Alexander Hagg, Adam Gaier, Stefanie Meilinger, Alexander Asteroth:
Multi-stage evolution of single- and multi-objective MCLP - Successive placement of charging stations. Soft Comput. 21(17): 4859-4872 (2017) - [c3]Morten Mossige, Arnaud Gotlieb, Helge Spieker, Hein Meling, Mats Carlsson:
Time-Aware Test Case Execution Scheduling for Cyber-Physical Systems. CP 2017: 387-404 - [c2]Helge Spieker, Arnaud Gotlieb, Dusica Marijan, Morten Mossige:
Reinforcement learning for automatic test case prioritization and selection in continuous integration. ISSTA 2017: 12-22 - 2015
- [c1]Helge Spieker, Alexander Hagg, Alexander Asteroth, Stefanie Meilinger, Volker Jacobs, Alexander Oslislo:
Successive evolution of charging station placement. INISTA 2015: 1-7
Coauthor Index
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last updated on 2024-10-15 21:39 CEST by the dblp team
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