Sina Shafaei

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 14

Top Topics

Advanced Driver Assistance Systems

Anomaly Detection

Autonomous Driving

Logic Programming

Top Venues

Publications

Hadi Askaripoor, Sina Shafaei, Alois C. Knoll
A Flexible Scheduling Architecture of Resource Distribution Proposal for Autonomous Driving Platforms. VEHITS (2021)
Saasha Nair, Sina Shafaei, Daniel Auge, Alois C. Knoll
An Evaluation of "Crash Prediction Networks" (CPN) for Autonomous Driving Scenarios in CARLA Simulator. SafeAI@AAAI (2021)
Michael Hammann, Maximilian Kraus, Sina Shafaei, Alois C. Knoll
Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier. CoRR (2020)
Christoph Segler, Stefan Kugele, Philipp Obergfell, Mohd Hafeez Osman, Sina Shafaei, Eric Sax, Alois C. Knoll
Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection. IV (2019)
Saasha Nair, Sina Shafaei, Stefan Kugele, Mohd Hafeez Osman, Alois C. Knoll
Monitoring Safety of Autonomous Vehicles with Crash Prediction Networks. SafeAI@AAAI (2019)
Mohd Hafeez Osman, Stefan Kugele, Sina Shafaei
Run-Time Safety Monitoring Framework for AI-Based Systems: Automated Driving Cases. APSEC (2019)
Lukas Heinzmann, Sina Shafaei, Mohd Hafeez Osman, Christoph Segler, Alois C. Knoll
A Framework for Safety Violation Identification and Assessment in Autonomous Driving. AISafety@IJCAI (2019)
Christoph Segler, Stefan Kugele, Philipp Obergfell, Mohd Hafeez Osman, Sina Shafaei, Eric Sax, Alois C. Knoll
Evaluation of feature selection for anomaly detection in automotive E/E architectures. ICSE (Companion Volume) (2019)
Sina Shafaei, Stefan Kugele, Mohd Hafeez Osman, Alois C. Knoll
Uncertainty in Machine Learning: A Safety Perspective on Autonomous Driving. SAFECOMP Workshops (2018)
Sina Shafaei, Fabian Muller, Tim Salzmann, Morteza Hashemi Farzaneh, Stefan Kugele, Alois C. Knoll
Context Prediction Architectures in Next Generation of Intelligent Cars. ITSC (2018)
Sina Shafaei, Tahir Hacizade, Alois C. Knoll
Integration of Driver Behavior into Emotion Recognition Systems: A Preliminary Study on Steering Wheel and Vehicle Acceleration. ACCV Workshops (2018)
Stefan Kugele, David Hettler, Sina Shafaei
Elastic Service Provision for Intelligent Vehicle Functions. ITSC (2018)
Stefan Kugele, Vadim Cebotari, Mario Gleirscher, Morteza Hashemi Farzaneh, Christoph Segler, Sina Shafaei, Hans-Jörg Vögel, Fridolin Bauer, Alois C. Knoll, Diego Marmsoler, Hans-Ulrich Michel
Research Challenges for a Future-Proof E/E Architecture - A Project Statement. GI-Jahrestagung (2017)
Morteza Hashemi Farzaneh, Sina Shafaei, Alois C. Knoll
Formally verifiable modeling of in-vehicle time-sensitive networks (TSN) based on logic programming. VNC (2016)