Automotive safety and machine learning: Initial results from a study on how to adapt the ISO 26262 safety standard J Henriksson, M Borg, C Englund Proceedings of the 1st international workshop on software engineering for AI …, 2018 | 56 | 2018 |
Towards structured evaluation of deep neural network supervisors J Henriksson, C Berger, M Borg, L Tornberg, C Englund, ... 2019 IEEE International Conference On Artificial Intelligence Testing …, 2019 | 39 | 2019 |
Controlled time series generation for automotive software-in-the-loop testing using GANs D Parthasarathy, K Bäckstrom, J Henriksson, S Einarsdóttir 2020 IEEE International Conference On Artificial Intelligence Testing …, 2020 | 21 | 2020 |
Performance analysis of out-of-distribution detection on various trained neural networks J Henriksson, C Berger, M Borg, L Tornberg, SR Sathyamoorthy, ... 2019 45th Euromicro Conference on Software Engineering and Advanced …, 2019 | 17 | 2019 |
Ergo, SMIRK is safe: a safety case for a machine learning component in a pedestrian automatic emergency brake system M Borg, J Henriksson, K Socha, O Lennartsson, E Sonnsjö Lönegren, ... Software quality journal 31 (2), 335-403, 2023 | 16 | 2023 |
Performance analysis of out-of-distribution detection on trained neural networks J Henriksson, C Berger, M Borg, L Tornberg, SR Sathyamoorthy, ... Information and Software Technology 130, 106409, 2021 | 16 | 2021 |
Out-of-distribution detection as support for autonomous driving safety lifecycle J Henriksson, S Ursing, M Erdogan, F Warg, A Thorsén, J Jaxing, ... International Working Conference on Requirements Engineering: Foundation for …, 2023 | 4 | 2023 |
SMIRK: A machine learning-based pedestrian automatic emergency braking system with a complete safety case K Socha, M Borg, J Henriksson Software Impacts 13, 100352, 2022 | 3 | 2022 |
Understanding the impact of edge cases from occluded pedestrians for ML systems J Henriksson, C Berger, S Ursing 2021 47th Euromicro Conference on Software Engineering and Advanced …, 2021 | 3 | 2021 |
SALIENCE4CAV Public Report: Safety Lifecycle Enabling Continuous Deployment for Connected Automated Vehicles F Warg, A Thorsén, DJ Chen, J Henriksson, G Rodrigues de Campos | | 2024 |
Evaluation of Out-of-Distribution Detection Performance on Autonomous Driving Datasets J Henriksson, C Berger, S Ursing, M Borg 2023 IEEE International Conference On Artificial Intelligence Testing …, 2023 | | 2023 |
Outlier Detection as a Safety Measure for Safety Critical Deep Learning J Henriksson PQDT-Global, 2023 | | 2023 |
SMILE III M Borg, T Bui, J Henriksson, M Karsberg, O Lennartsson, G Bergström, ... | | 2022 |
On Improving Validity of Deep Neural Networks in Safety Critical Applications J Henriksson PQDT-Global, 2020 | | 2020 |
Vehicle splash and spray determination based on in-vehicle sensors utilizing Kalman filter to estimate water film thickness J Henriksson, P Staberg | | 2015 |
Virtuell produktionsplanering E Bergman, S Hall, J Henriksson, L Kilsmark, D Mattsson, P Olsson | | 2013 |
2023 IEEE International Conference On Artificial Intelligence Testing (AITest)| 979-8-3503-3629-0/23/$31.00© 2023 IEEE| DOI: 10.1109/AITest58265. 2023.00034 M Abdelkarim, M Ahmed, H Al-Qadasi, ED Angelis, GD Angelis, T Arslan, ... | | |
2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA)| 978-1-6654-2705-0/21/$31.00© 2021 IEEE| DOI: 10.1109/SEAA53835. 2021.00058 C Almeida, S Alonso, C Alves, H Aman, S Amasaki, G Andrade, L Angelis, ... | | |