Anomaly Detection from Low-dimensional Latent Manifolds with Home Environmental Sensors

Authors: F. M. Melgarejo Meseguer, Bleda Tomás, A, Eduardo-Abbenante, S, Gimeno-Blanes, J; Everss, E, S. Muñoz-Romero, JL Rojo-Álvarez, Maestre-Ferriz, R. Full article: IEEE Internet of Things Journal

A Baseline for Efficient and Interpretable Goal-based Vehicle Motion Prediction

Authors: C. Gómez-Huélamo, M. V. Conde, R. Barea, M. Ocaña, L. M. Bergasa. Full article: IEEE Transactions on Intelligent Transportation Systems

Learning massive interpretable gene regulatory networks of the human brain by merging Bayesian networks

Authors: N. Bernaola, M. Michiels, P. Larra~naga, C. Bielza. Full article: Plos Computational Biology

Smartphone-based safety plan for suicidal crisis: The SmartCrisis 2.0 pilot study

Authors: A. Porras-Segovia, A. M. De Granda-Beltrán, C. Gallardo, S. Abascal-Peiró, M. L. Barrigón, A. Artés-Rodríguez, J. López-Castroman, P. Courtet, E. Baca-García. Full article: Journal of Psychiatric Research

Advanced Analysis of Electrodermal Activity Measures to Detect the Onset of ON State in Parkinson’s Disease

Authors: Barrachina-Fernández, M.; Valenzuela-López, L.; Moreno-Verdú, M.; Sánchez-Cuesta, F.J.; González-Zamorano, Y.; Romero, J.P.; Sánchez-Ávila, C. Full article: Mathematics Special Issue

Skin Conductance Assessment in Parkinson’s Disease: A Systematic Review

Authors: M. Barrachina-Fernández, L. Valenzuela-López, M. Moreno-Verdú, C. Sánchez-Ávila, J. P. Romero. Full article: IEEE Sensors Journal

Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study

Authors: Sükei E, Romero-Medrano L, de Leon-Martinez S, Herrera López J, Campaña-Montes JJ, Olmos PM, Baca-Garcia E, Artés A. Full article: JMIR Form Res

Estimation of Distribution Algorithms in Machine Learning: A Survey

Authors: P. Larrañaga, C. Bielza. Full article: IEEE Transactions on Evolutionary Computation

SwipeFormer: Transformers for Mobile Touchscreen Biometrics

Authors: P. Delgado-Santos, R. Tolosana, R. Guest, P. Lamb, A. Khmelnitsky, C. Coughlan, J. Fierrez. Full article: Expert Systems with Applications

Atrial Fibrillation Detection With Spectral Manifolds in Low-Dimensional Latent Spaces

Authors: J. L. Rojo Álvarez. Full article: IEEE Access