no code implementations • 4 Mar 2024 • Janaína Mendes-Laureano, Jorge A. Gómez-García, Alejandro Guerrero-López, Elisa Luque-Buzo, Julián D. Arias-Londoño, Francisco J. Grandas-Pérez, Juan I. Godino-Llorente
The advancement of Parkinson's Disease (PD) diagnosis through speech analysis is hindered by a notable lack of publicly available, diverse language datasets, limiting the reproducibility and further exploration of existing research.
1 code implementation • 15 Nov 2022 • Antía López Galdo, Alejandro Guerrero-López, Pablo M. Olmos, María Jesús Gómez García
Railway axle maintenance is critical to avoid catastrophic failures.
1 code implementation • 19 Jul 2022 • Alejandro Guerrero-López, Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo, Pablo M. Olmos
For this purpose, recent studies based on deep generative models merge all views into a nonlinear complex latent space, which can share information among views.
no code implementations • 1 Jun 2020 • Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos, Vanessa Gómez-Verdejo
In particular, we combine probabilistic factor analysis with what we refer to as kernelized observations, in which the model focuses on reconstructing not the data itself, but its relationship with other data points measured by a kernel function.