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Chiara Picardi
Chiara Picardi
Research Associate
Dirección de correo verificada de york.ac.uk
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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
892021
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
442019
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
422020
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
282020
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
122020
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
112021
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
82019
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
62017
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
42023
Hazards help autonomous cars to drive safely
C Paterson, C Picardi
Nature 615 (7953), 594-595, 2023
32023
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
32021
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
22023
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
22022
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
22016
Learning Run-time Safety Monitors for Machine Learning Components
O Vardal, R Hawkins, C Paterson, C Picardi, D Omeiza, L Kunze, I Habli
arXiv preprint arXiv:2406.16220, 2024
2024
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
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
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