11 citations · 12 across the 3 of their papers we have counts for
3 papers
Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks
Antía López Galdo, Alejandro Guerrero-López, Pablo M. Olmos +1
Railway axle maintenance is critical to avoid catastrophic failures. Nowadays, condition monitoring techniques are becoming more prominent in the industry to prevent enormous costs…
Multimodal hierarchical Variational AutoEncoders with Factor Analysis latent space
Alejandro Guerrero-López, Carlos Sevilla-Salcedo, Vanessa Gómez-Verdejo +1
Purpose: Handling heterogeneous and mixed data types has become increasingly critical with the exponential growth in real-world databases. While deep generative models attempt to m…
Bayesian Sparse Factor Analysis with Kernelized Observations
Carlos Sevilla-Salcedo, Alejandro Guerrero-López, Pablo M. Olmos +1
Multi-view problems can be faced with latent variable models since they are able to find low-dimensional projections that fairly capture the correlations among the multiple views t…