Confidence Arguments for Evidence of Performance in Machine Learning for Highly Automated Driving Functions

Simon Burton, Lydia Gauerhof, Bibhuti Bhusan Sethy, Ibrahim Habli, Richard Hawkins. Confidence Arguments for Evidence of Performance in Machine Learning for Highly Automated Driving Functions. In Alexander B. Romanovsky, Elena Troubitsyna, Ilir Gashi, Erwin Schoitsch, Friedemann Bitsch, editors, Computer Safety, Reliability, and Security - SAFECOMP 2019 Workshops, ASSURE, DECSoS, SASSUR, STRIVE, and WAISE, Turku, Finland, September 10, 2019, Proceedings. Volume 11699 of Lecture Notes in Computer Science, pages 365-377, Springer, 2019. [doi]

Abstract

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