Graph Signal Processing: History, Development, Impact, and Outlook

Authors: G. Leus, A. G. Marques, J. M. F. Moura, A. Ortega, D. I Shuman. Full article: IEEE Signal Process

Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment

Authors: A. Peña, I. Serna, A. Morales, J Fierrez, A. Ortega, A. Herrarte, M. Alcantara, J. Ortega-García. Full article: SN Computer Science, vol. 4, article number: 434

Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers

Authors: C. Villa-Blanco, A. Bregoli, C. Bielza, P. Larrañaga, F. Stella. Full article: International Journal of Approximate Reasoning

Gaussian processes for missing value imputation

Authors: B. Jafrasteh, D. Hernández-Lobato, S. Pedro Lubián-López, I. Benavente-Fernández. Full article: Knowl. Based Syst

dtwParallel: A Python Package to Efficiently Compute Dynamic Time Warping

Authors: O. Escudero-Arnanz, A.G. Marques, C. Soguero-Ruiz, I. Mora-Jimenez, G. Robles. Full article: Software X

Multidimensional variability in ecological assessments predicts two clusters of suicidal patients

Authors: Bonilla-Escribano, P., Ramírez, D., Baca-García, E., Courtet, P., Artés-Rodríguez, A., & López-Castromán, J. Full article: Scientific reports

Deep Variational Implicit Processes

Authors: L. A. Ortega, S. Rodríguez Santana, D. Hernández-Lobato. Full article: ICLR

Text mining methods for the characterisation of suicidal thoughts and behaviour

Authors: Sedano-Capdevila, A., Toledo-Acosta, M., Barrigon, M. L., Morales-González, E., Torres-Moreno, D., Martínez-Zaldivar, B., … & Serrano-Marugán, L. Full article: Psychiatry research

Regularizing transformers with deep probabilistic layers

Authors: Aguilera, A. C., Olmos, P. M., Artés-Rodríguez, A., & Pérez-Cruz, F. Full article: Neural Networks

Quantum approximate optimization algorithm for Bayesian network structure learning

Authors: V.P. Soloviev, C. Bielza, P. Larrañaga. Full article: Quantum Information Processing