A Safety Case Pattern for Systems with Machine Learning Components

Ernest Wozniak, Carmen Cârlan, Esra Acar-Celik, Henrik J. Putzer. A Safety Case Pattern for Systems with Machine Learning Components. In António Casimiro, Frank Ortmeier, Erwin Schoitsch, Friedemann Bitsch, Pedro M. Ferreira 0001, editors, Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops - DECSoS 2020, DepDevOps 2020, USDAI 2020, and WAISE 2020, Lisbon, Portugal, September 15, 2020, Proceedings. Volume 12235 of Lecture Notes in Computer Science, pages 370-382, Springer, 2020. [doi]

@inproceedings{WozniakCAP20,
  title = {A Safety Case Pattern for Systems with Machine Learning Components},
  author = {Ernest Wozniak and Carmen Cârlan and Esra Acar-Celik and Henrik J. Putzer},
  year = {2020},
  doi = {10.1007/978-3-030-55583-2_28},
  url = {https://doi.org/10.1007/978-3-030-55583-2_28},
  researchr = {https://researchr.org/publication/WozniakCAP20},
  cites = {0},
  citedby = {0},
  pages = {370-382},
  booktitle = {Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops - DECSoS 2020, DepDevOps 2020, USDAI 2020, and WAISE 2020, Lisbon, Portugal, September 15, 2020, Proceedings},
  editor = {António Casimiro and Frank Ortmeier and Erwin Schoitsch and Friedemann Bitsch and Pedro M. Ferreira 0001},
  volume = {12235},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-55583-2},
}