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2020 – today
- 2024
[i4]Ozan Vardal, Richard Hawkins, Colin Paterson, Chiara Picardi, Daniel Omeiza, Lars Kunze, Ibrahim Habli:
Learning Run-time Safety Monitors for Machine Learning Components. CoRR abs/2406.16220 (2024)- 2023
- [j1]Richard Hawkins
, Chiara Picardi, Lucy Donnell, Murray Ireland:
Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System. J. Intell. Robotic Syst. 108(3): 47 (2023) - [c7]Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli:
Transfer Assurance for Machine Learning in Autonomous Systems. SafeAI@AAAI 2023 - 2022
- [i3]Richard Hawkins, Chiara Picardi, Lucy Donnell, Murray Ireland:
Creating a Safety Assurance Case for an ML Satellite-Based Wildfire Detection and Alert System. CoRR abs/2211.04530 (2022) - 2021
- [c6]Colin Paterson, Radu Calinescu, Chiara Picardi:
Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers. AITest 2021: 9-16 - [i2]Richard Hawkins, Colin Paterson, Chiara Picardi, Yan Jia, Radu Calinescu, Ibrahim Habli:
Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS). CoRR abs/2102.01564 (2021) - 2020
- [c5]Chiara Picardi, Colin Paterson, Richard Hawkins, Radu Calinescu, Ibrahim Habli:
Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems. SafeAI@AAAI 2020: 23-30 - [c4]Lydia Gauerhof, Richard Hawkins, Chiara Picardi, Colin Paterson, Yuki Hagiwara, Ibrahim Habli:
Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings. SAFECOMP 2020: 197-212 - [i1]Ibrahim Habli, Rob Alexander, Richard Hawkins, Mark Sujan, John A. McDermid, Chiara Picardi, Tom Lawton:
Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models. CoRR abs/2005.08381 (2020)
2010 – 2019
- 2019
- [c3]Chiara Picardi, Ibrahim Habli:
Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning. AIME 2019: 365-370 - [c2]Chiara Picardi, Richard Hawkins, Colin Paterson, Ibrahim Habli:
A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems. SAFECOMP 2019: 165-179 - 2017
- [c1]Chiara Picardi, Jeremy Cosgrove, Stephen L. Smith, Stuart Jamieson, Jane E. Alty:
Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm. EvoApplications (1) 2017: 109-124
Coauthor Index
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