Enhanced graph-learning schemes driven by similar distributions of motifs

Authors: S. Rey, T. M. Roddenberry, S. Segarra, A. G. Marques. Full article: IEEE Trans. Signal Process

 Automatic patient functionality assessment from multimodal data using deep learning techniques – Development and feasibility evaluation

Authors: E. Sükei, S. de Leon-Martinez, P. M. Olmos, A. Artés. Full article: Internet Interventions

Feature subset selection in data-stream environments using asymmetric hidden Markov models and novelty detection

Authors: C. Puerto-Santana, P. Larrañaga, C. Bielza. Full article: Neurocomputing

AI4FoodDB: A Database for Personalized e-Health Nutrition and Lifestyle through Wearable Devices and Artificial Intelligence

Authors: S. Romero-Tapiador, B. Lacruz-Pleguezuelos, R. Tolosana, G. Freixer, R. Daza, C. M. Fernández-Díaz, E. Aguilar-Aguilar, J. Fernández-Cabezas, S. Cruz Gil, S. Molina-Arranz, M. C. Crespo, T. Laguna-Lobo, L. J. Marcos-Zambrano, R. Vera-Rodriguez, J. Fierrez, A. Ramírez de Molina, J. Ortega-Garcia, I. Espinosa-Salinas, A. Morales, E. Carrillo de Santa Pau. Full article: Database (The Journal […]

Feature subset selection for data and feature streams: A review

Authors: C. Villa-Blanco, C. Bielza, P. Larrañaga. Full article: Artificial Intelligence Review

Exploring transformers for behavioural biometrics: A case study in gait recognition

Authors: P. Delgado-Santos, R. Tolosana, R. Guest, F. Deravi, R. Vera-Rodriguez. Full article: Pattern Recognition 

Semiparametric estimation of distribution algorithms for continuous optimization

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

M-GaitFormer: Mobile biometric gait verification using Transformers

Authors: P. Delgado-Santos, R. Tolosana, R. Guest, R. Vera-Rodriguez, J. Fierrez. Full article: Engineering Applications of Artificial Intelligence

Causal reinforcement learning based on Bayesian networks applied to industrial settings

Authors: G. Valverde, D. Quesada, P. Larrañaga, C. Bielza. Full article: Engineering Applications of Artificial Intelligence

Efficient search for relevance explanations using MAP-independence in Bayesian networks

Authors: E. Valero-Leal, C. Bielza, P. Larrañaga, S. Renooij. Full article: International Journal of Approximate Reasoning