Uncertainty in Machine Learning: A Safety Perspective on Autonomous Driving

Sina Shafaei, Stefan Kugele, Mohd Hafeez Osman, Alois Knoll. Uncertainty in Machine Learning: A Safety Perspective on Autonomous Driving. In Barbara Gallina, Amund Skavhaug, Erwin Schoitsch, Friedemann Bitsch, editors, Computer Safety, Reliability, and Security - SAFECOMP 2018 Workshops, ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Västerås, Sweden, September 18, 2018, Proceedings. Volume 11094 of Lecture Notes in Computer Science, pages 458-464, Springer, 2018. [doi]

@inproceedings{ShafaeiKOK18,
  title = {Uncertainty in Machine Learning: A Safety Perspective on Autonomous Driving},
  author = {Sina Shafaei and Stefan Kugele and Mohd Hafeez Osman and Alois Knoll},
  year = {2018},
  doi = {10.1007/978-3-319-99229-7_39},
  url = {https://doi.org/10.1007/978-3-319-99229-7_39},
  researchr = {https://researchr.org/publication/ShafaeiKOK18},
  cites = {0},
  citedby = {0},
  pages = {458-464},
  booktitle = {Computer Safety, Reliability, and Security - SAFECOMP 2018 Workshops, ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Västerås, Sweden, September 18, 2018, Proceedings},
  editor = {Barbara Gallina and Amund Skavhaug and Erwin Schoitsch and Friedemann Bitsch},
  volume = {11094},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-319-99229-7},
}