On partitioning of an SHM problem and parallels with transfer learning

Tsialiamanis, G.P., Wagg, D.J., Gardner, P.A. orcid.org/0000-0002-1882-9728 et al. (2 more authors) (2020) On partitioning of an SHM problem and parallels with transfer learning. In: Dilworth, B. and Mains, M., (eds.) Topics in Modal Analysis & Testing, Volume 8 : Proceedings of the 38th IMAC, A Conference and Exposition on Structural Dynamics 2020. 38th IMAC, A Conference and Exposition on Structural Dynamics 2020, 10-13 Feb 2020, Houston, TX, USA. Springer International Publishing , pp. 41-50. ISBN 9783030477165

Abstract

Metadata

Authors/Creators:
Copyright, Publisher and Additional Information: © 2021 The Society for Experimental Mechanics, Inc. This is an author-produced version of a paper subsequently published in Proceedings of the 38th IMAC. Uploaded in accordance with the publisher's self-archiving policy.
Keywords: Structural health monitoring (SHM); machine learning; classification; problem splitting; transfer learning
Dates:
  • Published (online): 23 October 2020
  • Published: 23 October 2020
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 Science Research CouncilEP/N010884/1; EP/R004900/1; EP/R006768/1; EP/R003645/1
European Commission - Horizon 2020764547
Depositing User: Symplectic Sheffield
Date Deposited: 06 Jan 2021 08:24
Last Modified: 23 Oct 2021 00:38
Status: Published
Publisher: Springer International Publishing
Refereed: Yes
Identification Number: https://doi.org/10.1007/978-3-030-47717-2_5

Share / Export

Statistics