Sina Shafaei

According to our database, Sina Shafaei authored at least 15 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Enabling Context Prediction Architectures in Intelligent Vehicle Platforms (Ermöglichung kontextbezogener Vorhersagearchitekturen in intelligenten Fahrzeugplattformen)

Sina Shafaei

PhD thesis, 2022

2021

A Flexible Scheduling Architecture of Resource Distribution Proposal for Autonomous Driving Platforms.

Hadi Askaripoor, Sina Shafaei, Alois C. Knoll

Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

An Evaluation of "Crash Prediction Networks" (CPN) for Autonomous Driving Scenarios in CARLA Simulator.

Saasha Nair, Sina Shafaei, Daniel Auge, Alois C. Knoll

Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021

2020

Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier.

Michael Hammann, Maximilian Kraus, Sina Shafaei, Alois C. Knoll

CoRR, 2020

2019

Anomaly Detection for Advanced Driver Assistance Systems Using Online Feature Selection.

Christoph Segler, Stefan Kugele, Philipp Obergfell, Mohd Hafeez Osman, Sina Shafaei, Eric Sax, Alois C. Knoll

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

A Framework for Safety Violation Identification and Assessment in Autonomous Driving.

Lukas Heinzmann, Sina Shafaei, Mohd Hafeez Osman, Christoph Segler, Alois C. Knoll

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Evaluation of feature selection for anomaly detection in automotive E/E architectures.

Christoph Segler, Stefan Kugele, Philipp Obergfell, Mohd Hafeez Osman, Sina Shafaei, Eric Sax, Alois C. Knoll

Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, 2019

Run-Time Safety Monitoring Framework for AI-Based Systems: Automated Driving Cases.

Mohd Hafeez Osman, Stefan Kugele, Sina Shafaei

Proceedings of the 26th Asia-Pacific Software Engineering Conference, 2019

Monitoring Safety of Autonomous Vehicles with Crash Prediction Networks.

Saasha Nair, Sina Shafaei, Stefan Kugele, Mohd Hafeez Osman, Alois C. Knoll

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019

2018

Uncertainty in Machine Learning: A Safety Perspective on Autonomous Driving.

Sina Shafaei, Stefan Kugele, Mohd Hafeez Osman, Alois C. Knoll

Proceedings of the Computer Safety, Reliability, and Security, 2018

Context Prediction Architectures in Next Generation of Intelligent Cars.

Sina Shafaei, Fabian Muller, Tim Salzmann, Morteza Hashemi Farzaneh, Stefan Kugele, Alois C. Knoll

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Elastic Service Provision for Intelligent Vehicle Functions.

Stefan Kugele, David Hettler, Sina Shafaei

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Integration of Driver Behavior into Emotion Recognition Systems: A Preliminary Study on Steering Wheel and Vehicle Acceleration.

Sina Shafaei, Tahir Hacizade, Alois C. Knoll

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017

Research Challenges for a Future-Proof E/E Architecture - A Project Statement.

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

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

2016

Formally verifiable modeling of in-vehicle time-sensitive networks (TSN) based on logic programming.

Morteza Hashemi Farzaneh, Sina Shafaei, Alois C. Knoll

Proceedings of the 2016 IEEE Vehicular Networking Conference, 2016