GIGLIONI, VALENTINA
GIGLIONI, VALENTINA
DIPARTIMENTO DI INGEGNERIA CIVILE ED AMBIENTALE
A domain adaptation approach to damage classification with an application to bridge monitoring
2024 Giglioni, V.; Poole, J.; Venanzi, I.; Ubertini, F.; Worden, K.
Application of unsupervised learning for post-earthquake assessment of the Z24 benchmark bridge
2022 Giglioni, Valentina; Venanzi, Ilaria; Ubertini, Filippo
Autoencoders for unsupervised real-time bridge health assessment
2023 Giglioni, V.; Venanzi, I.; Poggioni, V.; Milani, A.; Ubertini, F.
Deep Autoencoders for Unsupervised Damage Detection with Application to the Z24 Benchmark Bridge
2023 Giglioni, Valentina; Venanzi, Ilaria; Baia, ALINA ELENA; Poggioni, Valentina; Milani, Alfredo; Ubertini, Filippo
DEEP NEURAL NETWORKS FOR UNSUPERVISED DAMAGE DETECTION ON THE Z24 BRIDGE
2022 Giglioni, Valentina; Venanzi, Ilaria; Poggioni, Valentina; Baia, ALINA ELENA; Milani, Alfredo; Ubertini, Filippo
ROC-based performance evaluation of data cleansing techniques for false alarm risk reduction in continuously monitored bridges
2021 Giglioni, Valentina; GARCIA MACIAS, Enrique; Venanzi, Ilaria; Ierimonti, Laura; Ubertini, Filippo
Supervised machine learning techniques for predicting multiple damage classes in bridges
2023 Giglioni, Valentina; Venanzi, Ilaria; Ubertini, Filippo
The use of receiver operating characteristic curves and precision-versus-recall curves as performance metrics in unsupervised structural damage classification under changing environment
2021 Giglioni, V.; Garcia Macias, E.; Venanzi, I.; Ierimonti, L.; Ubertini, F.