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Bayan Abusalameh

National University of Singapore (NUS)

Singapore

Singapore

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Scholarly Papers (1)

1.

Data-driven classification of structural nonlinearities using interpretable deep learning on time series

Number of pages: 33 Posted: 07 Nov 2025
Bayan Abusalameh, Gianmarco Mengaldo and Jiawen Wei
National University of Singapore (NUS), National University of Singapore (NUS) - Sustainable & Green Finance Institute (SGFIN) and National University of Singapore (NUS)
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Abstract:

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Nonlinear-system characterisation, Post-hoc interpretability, Deep Neural Network, Classification