Francesco Carella

According to our database, Francesco Carella authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Towards Automated Safety Requirements Derivation Using Agent-based RAG.

Balahari Vignesh Balu, Florian Geissler, Francesco Carella, João-Vitor Zacchi, Josef Jiru, Núria Mata, Reinhard Stolle

Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024

Taxonomy of Safe Uncertainty Handling in the Context of Dynamic Risk Management.

Philipp Schleiss, Shanza Ali Zafar, Luciana Tanzarella, Francesco Carella

Proceedings of the 8th International Conference on System Reliability and Safety, 2024

2023

Reliability Estimation of ML for Image Perception: A Lightweight Nonlinear Transformation Approach Based on Full Reference Image Quality Metrics.

João-Vitor Zacchi, Francesco Carella, Priyank Upadhya, Shanza Ali Zafar, John Molloy, Lisa Jöckel, Janek Groß, Núria Mata, Nguyen Anh Vu Doan

Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023

2022

Towards the Quantitative Verification of Deep Learning for Safe Perception.

Philipp Schleiss, Yuki Hagiwara, Iwo Kurzidem, Francesco Carella

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

Towards Continuous Safety Assurance for Autonomous Systems.

Philipp Schleiss, Francesco Carella, Iwo Kurzidem

Proceedings of the 6th International Conference on System Reliability and Safety, 2022