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20192026
most citedA Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications

1.4k citations · 1.5k across the 41 of their papers we have counts for

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cs.CE2026

From Reports to Ontologies: Ontology-Guided Representation Learning for 12-Lead ECG

Lei Xu, Fahad Sohrab, Mehmet Yamac +2

The 12-lead electrocardiogram (ECG) is a quasi-periodic, multi-channel signal with diagnostic content spanning timescales from millisecond waveform morphology to multi-second rhyth…

cs.CE2020

Data Normalization for Bilinear Structures in High-Frequency Financial Time-series

Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj +1

Financial time-series analysis and forecasting have been extensively studied over the past decades, yet still remain as a very challenging research topic. Since the financial marke…