Framework for the development of a personalised recommender system with integrated web-mining functionalities. - Mercedes Sánchez Barba; María N. Moreno García; Saddys Segrera; Vivian F. López Batista (Int. J. Comput. Appl. Technol., 2008)

Machine Learning Methods for Mortality Prediction of Polytraumatized Patients in Intensive Care Units - Dealing with Imbalanced and High-Dimensional Data. - María N. Moreno García; Javier González Robledo; Félix Martín González; Fernando Sánchez Hernández; Mercedes Sánchez Barba (IDEAL, 2014)

Random Forest Based Ensemble Classifiers for Predicting Healthcare-Associated Infections in Intensive Care Units. - María N. Moreno García; Juan Carlos Ballesteros Herráez; Mercedes Sánchez Barba; Fernando Sánchez Hernández (DCAI, 2016)

Multiclassifier Systems for Predicting Neurological Outcome of Patients with Severe Trauma and Polytrauma in Intensive Care Units. - Javier González Robledo; Félix Martín González; Mercedes Sánchez Barba; Fernando Sánchez Hernández; María N. Moreno García (J. Medical Syst., 2017)

Predictive Modeling of ICU Healthcare-Associated Infections from Imbalanced Data. Using Ensembles and a Clustering-Based Undersampling Approach. - Fernando Sánchez Hernández; Juan Carlos Ballesteros Herráez; Mohamed S. Kraiem; Mercedes Sánchez Barba; María N. Moreno García (CoRR, 2020)

A Computational Model of Tonal Tension Profile of Chord Progressions in the Tonal Interval Space. - María Navarro-Cáceres; Marcelo F. Caetano; Gilberto Bernardes; Mercedes Sánchez Barba; Javier Merchán Sánchez-Jara (Entropy, 2020)