Guidance on the assurance of machine learning in autonomous systems (AMLAS) R Hawkins, C Paterson, C Picardi, Y Jia, R Calinescu, I Habli arXiv preprint arXiv:2102.01564, 2021 | 87 | 2021 |
A pattern for arguing the assurance of machine learning in medical diagnosis systems C Picardi, R Hawkins, C Paterson, I Habli Computer Safety, Reliability, and Security: 38th International Conference …, 2019 | 43 | 2019 |
Assuring the safety of machine learning for pedestrian detection at crossings L Gauerhof, R Hawkins, C Picardi, C Paterson, Y Hagiwara, I Habli Computer Safety, Reliability, and Security: 39th International Conference …, 2020 | 42 | 2020 |
Assurance argument patterns and processes for machine learning in safety-related systems C Picardi, C Paterson, RD Hawkins, R Calinescu, I Habli Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2020 …, 2020 | 27 | 2020 |
Detection and mitigation of rare subclasses in deep neural network classifiers C Paterson, R Calinescu, C Picardi 2021 IEEE International Conference on Artificial Intelligence Testing …, 2021 | 11 | 2021 |
Enhancing COVID-19 decision making by creating an assurance case for epidemiological models I Habli, R Alexander, R Hawkins, M Sujan, J McDermid, C Picardi, ... BMJ Health & Care Informatics 27 (3), 2020 | 11 | 2020 |
Perspectives on assurance case development for retinal disease diagnosis using deep learning C Picardi, I Habli Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019 | 8 | 2019 |
Objective assessment of cognitive impairment in Parkinson’s disease using evolutionary algorithm C Picardi, J Cosgrove, SL Smith, S Jamieson, JE Alty Applications of Evolutionary Computation: 20th European Conference …, 2017 | 5 | 2017 |
Significant cognitive decline in Parkinson's disease exacerbates the reliance on visual feedback during upper limb reaches J Cosgrove, MR Hinder, RJ St George, C Picardi, SL Smith, MA Lones, ... Neuropsychologia 157, 107885, 2021 | 3 | 2021 |
Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System R Hawkins, C Picardi, L Donnell, M Ireland Journal of Intelligent & Robotic Systems 108 (3), 47, 2023 | 2 | 2023 |
Creating a safety assurance case for an ML satellite-based wildfire detection and alert system R Hawkins, C Picardi, L Donnell, M Ireland arXiv preprint arXiv:2211.04530, 2022 | 2 | 2022 |
Investigating the relationship between reaction time and cognition in Parkinson's disease J Cosgrove, C Picardi, SL Smith, MA Lones, S Jamieson, JE Alty Movement Disorders 31, S458-S458, 2016 | 2 | 2016 |
Hazards help autonomous cars to drive safely C Paterson, C Picardi Nature 615 (7953), 594-595, 2023 | 1 | 2023 |
Transfer Assurance for Machine Learning in Autonomous Systems C Picardi, RD Hawkins, C Paterson, I Habli Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2023), 2023 | 1 | 2023 |
Autonomous Emergency Triage Support System W Lyons, I Stefanakos, R Calinescu, I Habli, VJ Hodge, C Picardi, K Plant, ... International Conference on Computational Science and Computational Intelligence, 2023 | | 2023 |
Trustworthy Autonomous Systems and Disabled Young People: A Critical Literature Review L White, C Picardi, C Paterson, B Towsend, J Wang, A Buxton, ... SocArXiv, 2023 | | 2023 |
Guidance on the Assurance of Machine Learning in Autonomous Systems.” R Hawkins, C Paterson, C Picardi, Y Jia, R Calinescu, I Habli University of York: Assuring Autonomy International Programme (AAIP), 2021 | | 2021 |
Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models I Habli, R Alexander, R Hawkins, M Sujan, J McDermid, C Picardi, ... arXiv preprint arXiv:2005.08381, 2020 | | 2020 |
Characterization of neurological disorders using evolutionary algorithms C Picardi University of York, 2018 | | 2018 |
How does cognition affect reaching in Parkinson's disease? J Cosgrove, C Picardi, SL Smith, MA Lones, S Jamieson, JE Alty MOVEMENT DISORDERS 31, S459-S459, 2016 | | 2016 |