Jessica Kelly

According to our database, Jessica Kelly authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Towards a compositional semantics for quantitative confidence assessment in assurance arguments.

Benjamin Herd, Jessica Kelly, Jan Sabsch, Lydia Gauerhof

CoRR, May, 2026

A Subjective Logic-based method for runtime confidence updates in safety arguments.

Benjamin Herd, Jessica Kelly, Clarissa Heinemann, João-Vitor Zacchi

Proceedings of the 41st ACM/SIGAPP Symposium on Applied Computing, 2026

2025

Leveraging Existing Road-Vehicle Standards to Address EU AI Act Compliance.

Shanza Ali Zafar, Jessica Kelly, Lena Heidemann, Núria Mata

Proceedings of the IEEE/ACM International Workshop on Responsible AI Engineering, 2025

Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation.

Moru Liu, Hao Dong, Jessica Kelly, Olga Fink, Mario Trapp

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Unified AI-Product Lifecycle Based on Road-Vehicle Safety Standards.

Shanza Ali Zafar, Jessica Kelly, Núria Mata

Proceedings of the 20th European Dependable Computing Conference, 2025

Integrating Defeaters into Subjective Logic-Based Quantitative Assurance Arguments.

Benjamin Herd, Jessica Kelly, João-Vitor Zacchi, Clarissa Heinemann, Simon Diemert

Proceedings of the 20th European Dependable Computing Conference, 2025

2024

Applying Concept Bottleneck Models for Enhanced Safety Argumentation.

João Paulo Costa de Araujo, Balahari Vignesh Balu, Eik Reichmann, Jessica Kelly, Stefan Kugele, Núria Mata, Lars Grunske

Dataset, August, 2024

Applying Concept-Based Models for Enhanced Safety Argumentation.

João Paulo Costa de Araujo, Balahari Vignesh Balu, Eik Reichmann, Jessica Kelly, Stefan Kugele, Núria Mata, Lars Grunske

Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

Navigating the EU AI Act: A Methodological Approach to Compliance for Safety-critical Products.

Jessica Kelly, Shanza Ali Zafar, Lena Heidemann, João-Vitor Zacchi, Delfina Espinoza, Núria Mata

Proceedings of the IEEE Conference on Artificial Intelligence, 2024

2023

Stationary Vehicles Detection on Smart Highways and Roads using Spatio-temporal Tracking.

Wasiq Khan, Jessica Kelly, Ala S. Al Kafri, Natasa Kleanthous, Umar Khayam, Bilal Muhammed Khan

Proceedings of the 16th International Conference on Developments in eSystems Engineering, 2023