TY - CHAP A1 - Segler, Christoph A1 - Kugele, Stefan A1 - Obergfell, Philipp A1 - Osman, Mohd Hafeez A1 - Shafaei, Sina A1 - Sax, Eric A1 - Knoll, Alois T1 - Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection T2 - 2019 IEEE Intelligent Vehicles Symposium (IV) UR - https://doi.org/10.1109/IVS.2019.8814175 Y1 - 2019 UR - https://doi.org/10.1109/IVS.2019.8814175 SN - 978-1-7281-0560-4 SP - 578 EP - 585 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Osman, Mohd Hafeez A1 - Kugele, Stefan A1 - Shafaei, Sina T1 - Run-Time Safety Monitoring Framework for AI-Based Systems BT - Automated Driving Cases T2 - Proceedings: 2019 26th Asia-Pacific Software Engineering Conference, APSEC 2019 UR - https://doi.org/10.1109/APSEC48747.2019.00066 KW - System Safety KW - Run-time Safety Monitoring KW - Autonomous Driving KW - Artificial Intelligence Y1 - 2019 UR - https://doi.org/10.1109/APSEC48747.2019.00066 SN - 978-1-7281-4648-5 SN - 2640-0715 SP - 442 EP - 449 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Segler, Christoph A1 - Kugele, Stefan A1 - Obergfell, Philipp A1 - Osman, Mohd Hafeez A1 - Shafaei, Sina A1 - Sax, Eric A1 - Knoll, Alois T1 - Evaluation of feature selection for anomaly detection in automotive E/E architectures T2 - Proceedings: 2019 IEEE/ACM 41st International Conference on Software Engineering: Companion Proceedings: ICSE-Companion 2019 UR - https://doi.org/10.1109/ICSE-Companion.2019.00104 KW - feature selection KW - anomaly detection KW - automotive KW - E/E architecture Y1 - 2019 UR - https://doi.org/10.1109/ICSE-Companion.2019.00104 SN - 978-1-7281-1764-5 SN - 2574-1934 SP - 260 EP - 261 PB - IEEE CY - Piscataway ER - 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 - Shafaei, Sina A1 - Müller, Fabian A1 - Salzmann, Tim A1 - Hashemi Farzaneh, Morteza A1 - Kugele, Stefan A1 - Knoll, Alois T1 - Context Prediction Architectures in Next Generation of Intelligent Cars T2 - 2018 IEEE Intelligent Transportation Systems Conference UR - https://doi.org/10.1109/ITSC.2018.8569617 KW - Automobiles KW - Software KW - Automotive engineering KW - Computer architecture KW - Informatics KW - Context-aware services Y1 - 2018 UR - https://doi.org/10.1109/ITSC.2018.8569617 SN - 978-1-7281-0323-5 SP - 2923 EP - 2930 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Kugele, Stefan A1 - Hettler, David A1 - Shafaei, Sina T1 - Elastic Service Provision for Intelligent Vehicle Functions T2 - 2018 IEEE Intelligent Transportation Systems Conference UR - https://doi.org/10.1109/ITSC.2018.8569374 KW - Containers KW - Cloud computing KW - Automotive engineering KW - Vehicles KW - Publish-subscribe KW - Middleware KW - Reliability Y1 - 2018 UR - https://doi.org/10.1109/ITSC.2018.8569374 SN - 978-1-7281-0323-5 SP - 3183 EP - 3190 PB - IEEE CY - Piscataway ER - TY - CHAP A1 - Kugele, Stefan A1 - Cebotari, Vadim A1 - Gleirscher, Mario A1 - Hashemi Farzaneh, Morteza A1 - Segler, Christoph A1 - Shafaei, Sina A1 - Vögel, Hans-Jörg A1 - Bauer, Fridolin A1 - Knoll, Alois A1 - Marmsoler, Diego A1 - Michel, Hans-Ulrich ED - Eibl, Maximilian ED - Gaedke, Martin T1 - Research Challenges for a Future-Proof E/E Architecture: A Project Statement T2 - INFORMATIK 2017 UR - https://doi.org/10.18420/in2017_146 KW - automotive KW - safety assurance KW - service-oriented architectures KW - communication KW - timesensitive network KW - deep learning KW - machine learning KW - artificial intelligence Y1 - 2017 UR - https://doi.org/10.18420/in2017_146 SN - 978-3-88579-669-5 SP - 1463 EP - 1474 PB - Gesellschaft für Informatik CY - Bonn 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 -