Lisa Jockel |  Michael Klas... -  《Product-Focused Software Process Improvement: 24th International Conference, PROFES 2023, Dornbirn, Austria, December 10-13, 2023, Proceedings, Part I》 -  International Conference on Product-Focused Software Process Improvement - 2024, - 151～158 - 共8页

摘要：Assurance Cases (ACs) are an established approach in safety engineering to argue quality claims in a structured way. In the context of quality assurance for Machine Learning (ML)-based software compon...

关键词： Testing |  Dependability |  Artificial intelligence |  Python |  Data analysis notebook |  Safety

Lisa Jockel |  Michael Klas... -  《Computer Safety, Reliability, and Security: SAFECOMP 2023 Workshops: ASSURE, DECSoS, SASSUR, SENSEI, SRToITS, and WAISE, Toulouse, France, September 19, 2023, Proceedings》 -  International Conference on Computer Safety, Reliability, and Security - 2023, - 314～327 - 共14页

摘要：With the increasing use of Artificial Intelligence (AI), the dependability of AI-based software components becomes a key factor, especially in the context of safety-critical applications. However, as ...

关键词： Dependable AI |  Benchmarking study |  Traffic sign recognition |  Automated driving |  Model agnostic uncertainty estimation |  Reliability

Janek Gross |  Rasmus Adler... -  《Computer Safety, Reliability, and Security: 41st International Conference, SAFECOMP 2022, Munich, Germany, September 6-9, 2022, Proceedings》 -  International Conference on Computer Safety, Reliability, and Security - 2022, - 284～297 - 共14页

摘要：Data-driven models (DDM) based on machine learning and other AI techniques play an important role in the perception of increasingly autonomous systems. Due to the merely implicit definition of their b...

关键词： Uncertainty quantification |  Architectural patterns |  Machine learning |  Safety |  Autonomous systems

Lisa Jockel |  Thomas Bauer... -  《Product-Focused Software Process Improvement: 22nd International Conference, PROFES 2021, Turin, Italy, November 26, 2021, Proceedings》 -  International Conference on Product-Focused Software Process Improvement - 2021, - 281～289 - 共9页

摘要：Analytical quality assurance, especially testing, is an integral part of software-intensive system development. With the increased usage of Artificial Intelligence (AI) and Machine Learning (ML) as pa...

关键词： Analytical quality assurance |  Machine learning evaluation |  Data-driven model |  Quality characteristics |  Artificial intelligence testing |  Definitions |  Concept mapping |  Target application scope

NSTL主题词： Software engineering |  terminology |  Professional personnel