AI Explainability: The Technical and Ethical Dimensions - Research Database, The University of York

By the same authors

The Role of Explainability in Assuring Safety of Machine Learning in Healthcare
Jia, Y., McDermid, J. A., Lawton, T. & Habli, I., 5 May 2022, (E-pub ahead of print)
Article in IEEE Transactions on Emerging Topics in Computational Intelligence
A Principle-based Ethical Assurance Argument for AI and Autonomous Systems
Porter, Z., Habli, I. & McDermid, J. A., 30 Mar 2022.
Research output: Contribution to conference › Paper
Consumerism, Contradictions, Counterfactuals: Shaping the Evolution of Safety Engineering
McDermid, J. A., Porter, Z. & Jia, Y., 8 Feb 2022, Safer Systems: The Next 30 Years: Proceedings of the 30th Safety-Critical Systems Symposium. Parsons, M. & Nicholson, M. (eds.). Safety Critical Systems Club, Vol. 170. p. 15-36 22 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter
The Role of Explainability in Assuring Safety of Machine Learning in Healthcare
Jia, Y., McDermid, J. A., Lawton, T. & Habli, I., 6 Sep 2021, (arXiv).
Research output: Working paper
Enhancing the Value of Counterfactual Explanations for Deep Learning
Jia, Y., McDermid, J. A. & Habli, I., 15 Jun 2021, AIME 2021 : Artificial Intelligence in Medicine in Europe.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Activity: Publication peer-review and editorial work › Journal
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Activity: Publication peer-review and editorial work › Journal peer review
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Activity: Publication peer-review and editorial work › Journal or guest editorship

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Prospects for high gain inertial fusion energy: an introduction to the second edition
Norreys, P. A., Ridgers, C., Lancaster, K., Koepke, M. & Tynan, G., 25 Jan 2021
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The inadequacy of a magnetohydrodynamic approach to the Biermann battery
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Article in Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
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Lewis, A. C., Hopkins, J. R., Carslaw, D. C., Hamilton, J. F., Nelson, B. S., Stewart, G., Dernie, J., Passant, N. & Murrells, T., 30 Oct 2020
Article in Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences

AI Explainability: The Technical and Ethical Dimensions

Research output: Contribution to journal › Article › peer-review

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AI Explainability
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Publication details

Journal	Philosophical Transactions: Mathematical, Physical and Engineering Sciences
Date	Accepted/In press - 1 Mar 2021
Original language	English

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