John Molloy

According to our database, John Molloy authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Hazard and Safety Analysis of Machine-Learning-Based Perception Capabilities in Autonomous Vehicles.

John Molloy, Sepeedeh Shahbeigi, John A. McDermid

Computer, November, 2024

The Safety of Autonomy: A Systematic Approach.

John A. McDermid, Radu Calinescu, Ibrahim Habli, Richard Hawkins, Yan Jia, John Molloy, Matt Osborne, Colin Paterson, Zoë Porter, Philippa Ryan Conmy

Computer, April, 2024

A Dynamic Assurance Framework for an Autonomous Survey Drone.

Philippa Ryan, Sepeedeh Shahbeigi, Jie Zou, Ioannis Stefanakos, John Molloy

Proceedings of the Computer Safety, Reliability, and Security, 2024

2023

Operationalizing Assurance Cases for Data Scientists: A Showcase of Concepts and Tooling in the Context of Test Data Quality for Machine Learning.

Lisa Jöckel, Michael Kläs, Janek Groß, Pascal Gerber, Markus Scholz, Jonathan Eberle, Marc Teschner, Daniel Seifert, Richard Hawkins, John Molloy, Jens Ottnad

Proceedings of the Product-Focused Software Process Improvement, 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

Safety Assessment for Autonomous Systems' Perception Capabilities.

John Molloy, John Alexander McDermid

CoRR, 2022