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AI for Safety: How to use Explainable Machine Learning Approaches for Safety Analyses.

, , and . AISafety/SafeRL@IJCAI, volume 3505 of CEUR Workshop Proceedings, CEUR-WS.org, (2023)

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On Perceptual Uncertainty in Autonomous Driving under Consideration of Contextual Awareness., , , and . ICSRS, page 387-393. IEEE, (2022)SafeSens - Uncertainty Quantification of Complex Perception Systems., , and . ITSC, page 5805-5810. IEEE, (2023)Safety Assurance of Machine Learning for Chassis Control Functions., , , , , , and . SAFECOMP, volume 12852 of Lecture Notes in Computer Science, page 149-162. Springer, (2021)A Systematic Approach to Analyzing Perception Architectures in Autonomous Vehicles., , and . IMBSA, volume 12297 of Lecture Notes in Computer Science, page 149-162. Springer, (2020)Toward Safe Human Machine Interface and Computer-Aided Diagnostic Systems., , , , and . MetroXRAINE, page 236-241. IEEE, (2023)A safe generic adaptation mechanism for smart cars., , , and . ISSRE, page 161-171. IEEE Computer Society, (2015)Towards Continuous Safety Assurance for Autonomous Systems., , and . ICSRS, page 457-462. IEEE, (2022)Towards the Quantitative Verification of Deep Learning for Safe Perception., , , and . ISSRE Workshops, page 208-215. IEEE, (2022)Interconnecting IPv6 wireless sensors with an Android smartphone in the Future Internet., , , and . BCFIC, page 14-18. IEEE, (2012)AI for Safety: How to use Explainable Machine Learning Approaches for Safety Analyses., , and . AISafety/SafeRL@IJCAI, volume 3505 of CEUR Workshop Proceedings, CEUR-WS.org, (2023)