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Table 4 Damage localization, case 1

From: Fully convolutional networks for structural health monitoring through multivariate time series classification

SNR (dB) \(\varvec{\lbrace {\mathcal {F}}_{*} \rbrace }\) \(\varvec{A}_{\varvec{l}}\)
15 \(\{{\varvec{u}}^{sh}_i\}_{i=1}^8\) 0.768
15 \(\{{\varvec{u}}^{ax}_i\}_{i=1}^8\) 0.769
15 \(\{{\varvec{u}}^{sh}_i\}_{i=1}^8\) and \(\{{\varvec{u}}^{ax}_i\}_{i=1}^8\) 0.812
10 \(\{{\varvec{u}}^{sh}_i\}_{i=1}^8\) 0.654
10 \(\{{\varvec{u}}^{ax}_i\}_{i=1}^8 \) 0.642
10 \(\{{\varvec{u}}^{sh}_i\}_{i=1}^8\) and \(\{{\varvec{u}}^{ax}_i\}_{i=1}^8\) 0.707
  1. Accuracy \({\mathbb {A}}_{l}\) of the classifier \({\mathcal {G}}_l\) evaluated on \({\mathbb {D}}^l_{test}\)