no code implementations • 14 Jun 2023 • María Barroso, José M. Bossio, Carlos M. Alaíz, Ángela Fernández
The implementation of strategies for fault detection and diagnosis on rotating electrical machines is crucial for the reliability and safety of modern industrial systems.
1 code implementation • 27 Apr 2023 • María Barroso, Carlos María Alaíz, Ángela Fernández, Jose Luis Torrecilla
Nowadays many real-world datasets can be considered as functional, in the sense that the processes which generate them are continuous.
no code implementations • 26 Nov 2013 • Ángela Fernández, Neta Rabin, Dalia Fishelov, José R. Dorronsoro
Non-linear dimensionality reduction techniques such as manifold learning algorithms have become a common way for processing and analyzing high-dimensional patterns that often have attached a target that corresponds to the value of an unknown function.