Helge Spieker

M. Linløkken, F. Meyer, C. Högström, P. Jølstad, H. Spieker, S. Guillaume, S. Hoholm, F. Wolfsperger and M. Gilgien

Equivalent Fall Height and Aerial Maneuver Difficulty Both Influence Landing Stability on World Cup Slopestyle Rollover Jumps For Skiers and Snowboarders

Scandinavian Journal of Medicine & Science in Sports

N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

Explainable Scene Understanding with Qualitative Representations and Graph Neural Networks

Advancing Automated Driving in Highly Interactive Scenarios through Behavior Prediction, Trustworthy AI, and Remote Operations @ 36th IEEE Intelligent Vehicles Symposium (IV)

D. Gross and H. Spieker

PCTL Model Checking for Temporal RL Policy Safety Explanations

ACM Symposium On Applied Computing (SAC)

D. Gross and H. Spieker

Co-Activation Graph Analysis of Safety-verified and Explainable Deep Reinforcement Learning Policies

17th International Conference on Agents and Artificial Intelligence (ICAART)

H. Spieker

Trustworthy Automated Driving through Qualitative Explainable Graphs

Trustworthy Systems Laboratory, University of Bristol, UK

Q. Mazouni, H. Spieker, A. Gotlieb and M. Acher

Policy Testing with MDPFuzz (Replicability Study) (Abstract)

Software Engineering (SE 2025)

Q. Mazouni, A. Gotlieb, H. Spieker, M. Acher and B. Combemale

Mutation-Guided Metamorphic Testing of Optimality in AI Planning

18th IEEE International Conference on Software Testing, Verification and Validation (ICST) 2025

Q. Mazouni, A. Gotlieb, H. Spieker, M. Acher and B. Combemale

Mutation-Guided Metamorphic Testing of Optimality in AI Planning

Journal of Software: Testing, Verification and Reliability

N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

Towards Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations

SAE International Journal of Connected and Automated Vehicles

M. B. Belaid, N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

Query-driven Qualitative Constraint Acquisition

Journal of Artificial Intelligence Research (JAIR)

L. Lesoil, H. Spieker, A. Gotlieb, M. Acher, P. Temple, A. Blouin and J. Jézéquel

Learning Input-aware Performance Models of Configurable Systems: An Empirical Evaluation

Journal of Systems and Software

D. Gross, H. Spieker, A. Gottlieb and R. Knoblauch

Enhancing Manufacturing Quality Prediction Models through the Integration of Explainability Methods

Proceedings of the 16th International Conference on Agents and Artificial Intelligence 2024

Q. Mazouni, H. Spieker, A. Gotlieb and M. Acher

Policy Testing with MDPFuzz (Replicability Study)

ISSTA 2024: Proceedings of the 33st ACM SIGSOFT International Symposium on Software Testing and Analysis

Q. Mazouni, H. Spieker, A. Gotlieb and M. Acher

Testing for Fault Diversity in Reinforcement Learning

AST '24: Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024)

H. Spieker, N. Belmecheri, A. Gotlieb and N. Lazaar

Evaluating Human Trajectory Prediction with Metamorphic Testing

MET 2024: Proceedings of the 9th ACM International Workshop on Metamorphic Testing

D. Gross and H. Spieker

Safety-Oriented Pruning and Interpretation of Reinforcement Learning Policies

European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)

D. Gross and H. Spieker

Probabilistic Model Checking of Stochastic Reinforcement Learning Policies

16th International Conference on Agents and Artificial Intelligence (ICAART)

N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

Trustworthy Automated Driving through Qualitative Scene Understanding and Explanations

Transport Research Arena (TRA)

M. Linløkken, S. A. Vigane, F. Meyer, C. Högström, P. Jølstad, H. Spieker, S. Guillaume, S. Hoholm, F. Wolfsperger and M. Gilgien

A Biomechanical Analysis of how Athlete Behavior and Equivalent Fall Height Affect Landing Stability for Skiers and Snowboarders in a World Cup Big Air Competition

Joint Conference 25th International Congress on Snow Sport Trauma and Safety - 38th Congress of the International Society for Snowsports Medicine (ISSS)

N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

Hybrid Intelligence for Scene Understanding and Action Explanation using Qualitative Explanation Graphs

HyCHA'24 - Hybrid Artificial Intelligence Workshop: From knowledge and human integration to model explanation (Knowledge, Human and Machine Learning Hybridization) 27-28 Mar 2024 , CentraleSupélec, Gif-sur-Yvette (France)

N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

Relevant Object Identification from Qualitative Explainable Graphs in Automated Driving

NORA Annual Conference

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

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

IEEE Transactions on Intelligent Transportation Systems

A. Gotlieb, M. Mossige and H. Spieker

Constraint-guided Test Execution Scheduling: An Experience Report at ABB Robotics

SAFECOMP2023 42nd International Conference on Computer Safety, Reliability and Security 19-22 September 2023, Toulouse, France

M. B. Belaid, N. Belmecheri, N. Lazaar, A. Gotlieb and H. Spieker

Approche générique pour l’acquisition de contraintes qualitatives

JFPC

Q. Mazouni, H. Spieker, A. Gotlieb and M. Acher

A Review of Validation and Verification of Neural Network-based Policies for Sequential Decision Making

Rencontres des Jeunes Chercheurs en Intelligence Artificielle

N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

Acquiring Qualitative Explainable Graphs for Automated Driving Scene Interpretation

H. Spieker

Trustworthy AI: Scientific, Industrial, and Societal Impact

OsloMet, Norway

S. Herbold, A. Trautsch, B. Ledel, A. Aghamohammadi, T. A. Ghaleb, K. K. Chahal, T. Bossenmaier, B. Nagaria, P. Makedonski, M. N. Ahmadabadi, K. Szabados, H. Spieker, M. Madeja, N. Hoy, V. Lenarduzzi, S. Wang, G. Rodríguez-Pérez, R. C. Palacios, R. Verdecchia, P. Singh, Y. Qin, D. Chakroborti, W. Davis, V. Walunj, H. Wu, D. Marcilio, O. Alam, A. Aldaeej, I. Amit, B. Turhan, S. Eismann, A. Wickert, I. Malavolta, M. Sulir, F. Fard, A. Z. Henley, S. Kourtzanidis, E. Tuzun, C. Treude, S. M. Shamasbi, I. Pashchenko, M. Wyrich, J. Davis, A. Serebrenik, E. Albrecht, E. U. Aktas, D. Strüber and J. Erbel

A Fine-grained Data Set and Analysis of Tangling in Bug Fixing Commits

Empirical Software Engineering

M. K. Ahuja, S. Sahil and H. Spieker

FoCA: Failure-oriented Class Augmentation for Robust Image Classification

The 34th IEEE International Conference on Tools with Artificial Intelligence (ICTAI)

M. K. Ahuja, A. Gotlieb and H. Spieker

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

Artificial Intelligence in Software Testing @ 2022 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)

M. B. Belaid, N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

GEQCA: Generic Qualitative Constraint Acquisition

Proceedings of the AAAI Conference on Artificial Intelligence

H. Spieker

Software Engineering: The Next 20 Years

Simula 20th Anniversary Celebration

H. Spieker

The interplay of AI and software testing for resilient software systems

Inria Rennes - Bretagne Atlantique, France

H. Spieker

AutoCSP - Self-Supervised Neuro-Symbolic Solvers for Constraint Satisfaction

Machine Learning and Artificial Intelligence Lab, University of Bonn, Germany

M. B. Belaid, N. Belmecheri, A. Gotlieb, N. Lazaar and H. Spieker

GEQCA: Generic Qualitative Constraint Acquisition

Lernen. Wissen. Daten. Analysen. (LWDA) - KDML Track

H. Spieker and A. Gotlieb

Predictive Machine Learning of Objective Boundaries for Solving COPs

AI

H. Spieker

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

International Joint Conference on Neural Networks (IJCNN)

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

Applications Pratiques de l’Intelligence Artificielle

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

Proceedings of the 31st European Safety and Reliability Conference (ESREL)

P. Bernabé, H. Spieker, B. Legeard and A. Gotlieb

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

Proceedings of the AAAI Conference on Artificial Intelligence

A. Gotlieb, D. Marijan and H. Spieker

Testing Industrial Robotic Systems: A New Battlefield!

Software Engineering for Robotics

P. Bernabé, H. Spieker, A. Gotlieb and B. Legeard

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

H. Spieker and A. Gotlieb

Summary of: Adaptive Metamorphic Testing with Contextual Bandits

IEEE International Conference on Software Testing (ICST)

H. Spieker and A. Gotlieb

Learning to Generate Fault-revealing Test Cases in Metamorphic Testing

Software Engineering 2021

M. Mossige, R. Ramachandran and H. Spieker

AI4EU Robotics Pilot: Vibration sensor measurements in a robotic wrist

M. Mossige, R. Ramachandran and H. Spieker

AI4EU Robotics Pilot: Vibration sensor measurements in a robotic pump

H. Spieker and A. Gotlieb

Adaptive Metamorphic Testing with Contextual Bandits

Journal of Systems and Software

H. Spieker

Software Testing in Continuous Integration with Machine Learning and Constraint Optimization

The University of Oslo

H. Spieker

Intelligent Software Testing with Reinforcement Learning and Constraint Programming

Fraunhofer IAIS, Sankt Augustin, Germany

P. Bernabé, H. Spieker, A. Gotlieb, D. Marijan and B. Legeard

Statistics AIS Dataset from Statsat

Simula Research Laboratory