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Valentina Giglioni

University of Perugia

Via Pascoli 22

Perigoa, 06121

Italy

  • University of Perugia

SCHOLARLY PAPERS

2

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138

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0

Scholarly Papers (2)

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1.

Active Transfer Learning for Structural Health Monitoring

Number of pages: 36 Posted: 26 Mar 2025
Jack Poole, Keith Worden, Nikolaos Dervilis, Valentina Giglioni, Robin S. Mills, Paul Gardner and Aidan J. Hughes
affiliation not provided to SSRN, University of Sheffield - Dynamics Research Group, University of Sheffield - Dynamics Research Group, University of Perugia, Laboratory for Verification and Validation (LVV) - Dynamics Research Group, University of Sheffield and University of Sheffield
Downloads 126 (572,948)

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PBSHM, Transfer learning, active learning, Domain adaptation, SHM

2.

Transfer learning framework for post-seismic anomaly detection in historic masonry structures under varying environmental conditions

Number of pages: 45 Posted: 25 Jun 2026
Akshay Rai, Laura Ierimonti, Valentina Giglioni, Filippo Ubertini and Ilaria Venanzi
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Perugia, University of Perugia and affiliation not provided to SSRN
Downloads 12

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Transfer learning, feature-wise linear modulation, autoencoder, domain-aware conditioning, masonry structure, Anomaly Detection