On robust risk-based active-learning algorithms for enhanced decision support

Hughes, A.J. orcid.org/0000-0002-9692-9070, Bull, L.A., Gardner, P. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2022) On robust risk-based active-learning algorithms for enhanced decision support. Mechanical Systems and Signal Processing, 181. 109502. ISSN 0888-3270



Copyright, Publisher and Additional Information: © 2022 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Keywords: Decision-making; Active learning; Value of information; Structural health monitoring; Sampling bias; Digital twins; Risk
  • Accepted: 25 June 2022
  • Published (online): 8 July 2022
  • Published: 1 December 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield)
Funding Information:
FunderGrant number
Engineering and Physical Sciences Research CouncilEP/R004900/1; EP/R006768/1
Depositing User: Symplectic Sheffield
Date Deposited: 12 Aug 2022 06:24
Last Modified: 12 Aug 2022 06:24
Status: Published
Publisher: Elsevier BV
Refereed: Yes
Identification Number: https://doi.org/10.1016/j.ymssp.2022.109502
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