Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm. - Chiara Picardi; Jeremy Cosgrove; Stephen L. Smith 002; Stuart Jamieson; Jane E. Alty (EvoApplications (1), 2017)

Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning. - Chiara Picardi; Ibrahim Habli (AIME, 2019)

A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems. - Chiara Picardi; Richard Hawkins; Colin Paterson; Ibrahim Habli (SAFECOMP, 2019)

Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems. - Chiara Picardi; Colin Paterson; Richard Hawkins; Radu Calinescu; Ibrahim Habli (SafeAI@AAAI, 2020)

Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. - Lydia Gauerhof; Richard Hawkins; Chiara Picardi; Colin Paterson; Yuki Hagiwara; Ibrahim Habli (SAFECOMP, 2020)

Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models. - Ibrahim Habli; Rob Alexander; Richard Hawkins; Mark Sujan; John A. McDermid; Chiara Picardi; Tom Lawton (CoRR, 2020)

Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers. - Colin Paterson; Radu Calinescu; Chiara Picardi (AITest, 2021)

Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS). - Richard Hawkins; Colin Paterson; Chiara Picardi; Yan Jia 008; Radu Calinescu; Ibrahim Habli (CoRR, 2021)

Creating a Safety Assurance Case for an ML Satellite-Based Wildfire Detection and Alert System. - Richard Hawkins; Chiara Picardi; Lucy Donnell; Murray Ireland (CoRR, 2022)

Transfer Assurance for Machine Learning in Autonomous Systems. - Chiara Picardi; Richard Hawkins; Colin Paterson; Ibrahim Habli (SafeAI@AAAI, 2023)

Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System. - Richard Hawkins; Chiara Picardi; Lucy Donnell; Murray Ireland (J. Intell. Robotic Syst., 2023)

Learning Run-time Safety Monitors for Machine Learning Components. - Ozan Vardal; Richard Hawkins; Colin Paterson; Chiara Picardi; Daniel Omeiza; Lars Kunze; Ibrahim Habli (CoRR, 2024)

Safety assurance of Machine Learning for autonomous systems. - Colin Paterson; Richard Hawkins; Chiara Picardi; Yan Jia 008; Radu Calinescu; Ibrahim Habli (Reliab. Eng. Syst. Saf., 2025)