Chiara Picardi

Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings

Lydia Gauerhof, Richard Hawkins, Yuki Hagiwara, 2020, SAFECOMP.

Enhancing COVID-19 decision making by creating an assurance case for epidemiological models pdf

Richard Hawkins, Ibrahim Habli, Mark Sujan, 2020, BMJ Health & Care Informatics.

A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems

Richard Hawkins, Ibrahim Habli, Chiara Picardi, 2019, SAFECOMP.

Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm

Stephen L. Smith, Chiara Picardi, Jane E. Alty, 2017, EvoApplications.

Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning

Ibrahim Habli, Chiara Picardi, 2019, AIME.

Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems

Radu Calinescu, Richard Hawkins, Ibrahim Habli, 2020, SafeAI@AAAI.

Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS) pdf

Radu Calinescu, Richard Hawkins, Ibrahim Habli, 2021, ArXiv.

Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers

Radu Calinescu, Chiara Picardi, Colin Paterson, 2019, 2021 IEEE International Conference on Artificial Intelligence Testing (AITest).