18 citations · 25 across the 5 of their papers we have counts for
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cs.AI2023★ 2 cited
D3A-TS: Denoising-Driven Data Augmentation in Time Series
David Solis-Martin, Juan Galan-Paez, Joaquin Borrego-Diaz
It has been demonstrated that the amount of data is crucial in data-driven machine learning methods. Data is always valuable, but in some tasks, it is almost like gold. This occurs…
cs.LG2023
On the Soundness of XAI in Prognostics and Health Management (PHM)
David Solís-Martín, Juan Galán-Páez, Joaquín Borrego-Díaz
The aim of Predictive Maintenance, within the field of Prognostics and Health Management (PHM), is to identify and anticipate potential issues in the equipment before these become…