TY - CHAP A1 - Shafaei, Sina A1 - Kugele, Stefan A1 - Osman, Mohd Hafeez A1 - Knoll, Alois ED - Gallina, Barbara ED - Skavhaug, Amund ED - Schoitsch, Erwin ED - Bitsch, Friedemann T1 - Uncertainty in Machine Learning: A Safety Perspective on Autonomous Driving T2 - Computer Safety, Reliability, and Security UR - https://doi.org/10.1007/978-3-319-99229-7_39 KW - artificial intelligence KW - uncertainty KW - safety Y1 - 2018 UR - https://doi.org/10.1007/978-3-319-99229-7_39 SN - 978-3-319-99228-0 SN - 978-3-319-99229-7 SN - 0302-9743 SN - 1611-3349 SP - 458 EP - 464 PB - Springer CY - Cham ER - TY - CHAP A1 - Nair, Saasha A1 - Shafaei, Sina A1 - Kugele, Stefan A1 - Osman, Mohd Hafeez A1 - Knoll, Alois ED - Espinoza, Huáscar ED - ÓhÉigeartaigh, Seán S. ED - Huang, Xiaowei ED - Hernández-Orallo, José ED - Castillo-Effen, Mauricio T1 - Monitoring Safety of Autonomous Vehicles with Crash Prediction Network T2 - Proceedings of the AAAI Workshop on Artificial Intelligence Safety 2019, co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI 2019) Y1 - 2019 UR - https://ceur-ws.org/Vol-2301/ PB - RWTH Aachen CY - Aachen ER -