Adrián Sánchez-Morales

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 5

Top Topics

Machine Learning

Imputation Methods

Top Venues

Neural Comput. Appl.

Publications

Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Complete autoencoders for classification with missing values. Neural Comput. Appl. 33 (6) (2021)
Juan-Antonio Martínez-García, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Aníbal R. Figueiras-Vidal
Designing non-linear minimax and related discriminants by disjoint tangent configurations applied to RBF networks. Neurocomputing 383 (2020)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Juan-Antonio Martínez-García, Aníbal R. Figueiras-Vidal
Improving deep learning performance with missing values via deletion and compensation. Neural Comput. Appl. 32 (17) (2020)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Exploiting label information to improve auto-encoding based classifiers. Neurocomputing 370 (2019)
Adrián Sánchez-Morales, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal
Values Deletion to Improve Deep Imputation Processes. IWINAC (2) (2017)
Rosa-María Menchón-Lara, José-Luis Sancho-Gómez, Adrián Sánchez-Morales, Álvar Legaz-Aparicio, Juan Morales-Sánchez, Rafael Verdú Monedero, Jorge Larrey-Ruiz
Using Machine Learning Techniques for the Automatic Detection of Arterial Wall Layers in Carotid Ultrasounds. ISAmI (2015)