Research output per year
Research output per year
Search results
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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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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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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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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