Jesús Daniel Santos Rodríguez

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 12

Top Topics

Multivariate Adaptive Regression Splines

Missing Data Imputation

Top Venues

SOCO-CISIS-ICEUTE

Publications

Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Juan Díaz Suárez, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos, Jesús Daniel Santos Rodríguez
Compensating atmospheric turbulence with CNNs for defocused pupil image wavefront sensors. Log. J. IGPL 29 (2) (2021)
Francisco García Riesgo, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Carlos González-Gutiérrez, Enrique Díez Alonso, Francisco Javier Iglesias-Rodríguez, Pedro Riesgo Fernández, Laura Bonavera, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez
Early Fully-Convolutional Approach to Wavefront Imaging on Solar Adaptive Optics Simulations. HAIS (2020)
Fernando Sánchez Lasheras, Paulino José García Nieto, Esperanza García Gonzalo, Francisco Argüeso Gómez, Francisco Javier Iglesias-Rodríguez, Ana Suárez Sánchez, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Joaquín González-Nuevo, Laura Bonavera, Luigi Toffolatti, Susana del Carmen Fernández Menéndez, Francisco Javier de Cos Juez
Missing Data Imputation for Continuous Variables Based on Multivariate Adaptive Regression Splines. HAIS (2020)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Francisco García Riesgo, María Luisa Sánchez Rodríguez, Francisco Javier Iglesias-Rodríguez, Jesús Daniel Santos Rodríguez
Convolutional Neural Networks Approach for Solar Reconstruction in SCAO Configurations. Sensors 19 (10) (2019)
Juan Enrique Sánchez Lasheras, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Gemma Castaño-Vinyals, Beatriz Pérez-Gómez, Adonina Tardón
A multivariate regression approach for identification of SNPs importance in prostate cancer. J. Exp. Theor. Artif. Intell. 31 (6) (2019)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Jorge Carballido-Landeira, Alastair Basden, James Osborn
Improving Adaptive Optics Reconstructions with a Deep Learning Approach. HAIS (2018)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Enrique Díez Alonso, Jesús Daniel Santos Rodríguez, Laura Bonavera, Juan José Fernández-Valdivia, José Manuel Rodríguez-Ramos, Luis Fernando Rodríguez Ramos
Compensating Atmospheric Turbulence with Convolutional Neural Networks for Defocused Pupil Image Wave-Front Sensors. HAIS (2018)
Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, Mario Martínez-Zarzuela, Alastair G. Basden, James Osborn, Francisco Javier Díaz Pernas, Francisco Javier de Cos Juez
Comparative Study of Neural Network Frameworks for the Next Generation of Adaptive Optics Systems. Sensors 17 (6) (2017)
Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Francisco Javier Iglesias-Rodríguez, Francisco Javier de Cos Juez
Analysis of the Temporal Structure Evolution of Physical Systems with the Self-Organising Tree Algorithm (SOTA): Application for Validating Neural Network Systems on Adaptive Optics Data before On-Sky Implementation. Entropy 19 (3) (2017)
David Álvarez Gutiérrez, Fernando Sánchez Lasheras, Sergio Luis Suárez Gómez, Jesús Daniel Santos Rodríguez, Adonina Tardón, Guillermo González Tardón, Carmen González-Donquiles, Vicente Martín Sánchez
A Multiregressive Approach for SNPs Identification in Prostate Cancer. SOCO-CISIS-ICEUTE (2017)
Sergio Luis Suárez Gómez, Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, María Luisa Sánchez Rodríguez, Fernando Sánchez Lasheras, Francisco Javier de Cos Juez
Analysing the Performance of a Tomographic Reconstructor with Different Neural Networks Frameworks. ISDA (2016)
Carlos González-Gutiérrez, Jesús Daniel Santos Rodríguez, Ramón Ángel Fernández Díaz, José Luís Calvo-Rolle, Nieves Roqueñí Gutiérrez, Francisco Javier de Cos Juez
Using GPUs to Speed up a Tomographic Reconstructor Based on Machine Learning. SOCO-CISIS-ICEUTE (2016)