עקוב אחר
Jens Henriksson
Jens Henriksson
Chalmers / Semcon
כתובת אימייל מאומתת בדומיין semcon.com
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
572018
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
392019
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
222020
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
172019
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
162023
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
162021
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
42023
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
32022
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
32021
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, ...
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מאמרים 1–18