Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds. - Rosa-María Menchón-Lara; José-Luis Sancho-Gómez; Adrián Sánchez-Morales; Álvar Legaz-Aparicio; Juan Morales-Sánchez; Rafael Verdú Monedero; Jorge Larrey-Ruiz (ISAmI, 2015)

Values Deletion to Improve Deep Imputation Processes. - Adrián Sánchez-Morales; José-Luis Sancho-Gómez; Aníbal R. Figueiras-Vidal (IWINAC (2), 2017)

Exploiting label information to improve auto-encoding based classifiers. - Adrián Sánchez-Morales; José-Luis Sancho-Gómez; Aníbal R. Figueiras-Vidal (Neurocomputing, 2019)

Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks. - Juan-Antonio Martínez-García; José-Luis Sancho-Gómez; Adrián Sánchez-Morales; Aníbal R. Figueiras-Vidal (Neurocomputing, 2020)

Improving deep learning performance with missing values via deletion and compensation. - Adrián Sánchez-Morales; José-Luis Sancho-Gómez; Juan-Antonio Martínez-García; Aníbal R. Figueiras-Vidal (Neural Comput. Appl., 2020)

Complete autoencoders for classification with missing values. - Adrián Sánchez-Morales; José-Luis Sancho-Gómez; Aníbal R. Figueiras-Vidal (Neural Comput. Appl., 2021)