Research output per year
Research output per year
- 12 results
Search results
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2024
Learning Run-time Safety Monitors for Machine Learning Components
Vardal, O., Hawkins, R. D., Paterson, C., Picardi, C., Omeiza, D., Kunze, L. & Habli, I., 23 Jun 2024Research output: Book/Report › Commissioned report
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2023
Autonomous Emergency Triage Support System
Ashaolu, O., Lyons, W., Stefanakos, I., Calinescu, R., Habli, I., Hodge, V. J., Picardi, C., Plant, K. & Townsend, B., 26 Nov 2023, Computational Science and Computational Intelligence: 2023 International Conference on Computational Science and Computational Intelligence (CSCI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Creating a Safety Assurance Case for a Machine Learned Satellite-Based Wildfire Detection and Alert System
Hawkins, R. D., Picardi, C., Donnell, L. & Ireland, M., 7 Jul 2023, In: Journal of Intelligent & Robotic Systems. 108, 21 p., 47.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Transfer Assurance for Machine Learning in Autonomous Systems
Picardi, C., Hawkins, R. D., Paterson, C. & Habli, I., 13 Feb 2023, Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2023). CEUR Workshop Proceedings, 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
2021
Detection and Mitigation of Rare Subclasses in Deep Neural Network Classifiers
Paterson, C., Calinescu, R. & Picardi, C., 27 Jun 2021, (Accepted/In press) IEEE AI Test 2021 conference.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)
Hawkins, R. D., Paterson, C., Picardi, C., Jia, Y., Calinescu, R. & Habli, I., 3 Feb 2021Research output: Book/Report › Commissioned report
Open Access -
Significant cognitive decline in Parkinson’s disease exacerbates the reliance on visual feedback during upper limb reaches
Cosgrove, J., Hinder, M., St George, R., Picardi, C., Smith, S. L., Lones, M. A., Jamieson, S. & Alty, J. E., 16 Jul 2021, In: Neuropsychologia. 157, 7 p., 107885.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2020
Assurance Argument Patterns and Processes for Machine Learning in Safety-Related Systems
Picardi, C., Paterson, C., Hawkins, R. D., Calinescu, R. & Habli, I., 27 Feb 2020, Proceedings of the Workshop on Artificial Intelligence Safety (SafeAI 2020). CEUR Workshop Proceedings, p. 23-30 (CEUR Workshop Proceedings; vol. 2560).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings
Gauerhof, L., Hawkins, R. D., Picardi, C., Paterson, C., Hagiwara, Y. & Habli, I., 31 Jul 2020, Computer Safety, Reliability, and Security: 39th International Conference, SAFECOMP 2020, Lisbon, Portugal, September 16–18, 2020, Proceedings. Springer, p. 197-212 (Lecture Notes in Computer Science; vol. 12234).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Enhancing COVID-19 decision making by creating an assurance case for epidemiological models
Habli, I., Alexander, R., Hawkins, R. D., Sujan, M., McDermid, J. A., Picardi, C. & Lawton, T., 7 Sept 2020, In: BMJ Health and Care Informatics. p. 1-5 5 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
2019
A Pattern for Arguing the Assurance of Machine Learning in Medical Diagnosis Systems
Picardi, C., Hawkins, R. D., Paterson, C. & Habli, I., 30 Apr 2019, (Accepted/In press) 38th International Conference on Computer Safety, Reliability and Security – SafeComp 2019.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Perspectives on Assurance Case Development for Retinal Disease Diagnosis Using Deep Learning
Picardi, C. & Habli, I., Jun 2019, AIME 2019: Artificial Intelligence in Medicine . Springer, p. 365-370 (Lecture Notes in Artificial Intelligence; vol. 11526).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile