Carlos E. González-Guillén

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Quantile Regression

Human Age Estimation

Prediction Intervals

Top Venues

Neural Comput. Appl.

Adv. Eng. Informatics

Publications

Carlos Sebastián, Carlos E. González-Guillén, Jesús Juan
Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference. CoRR (2024)
Antonio Squicciarini, Alejandro Zarzo, Carlos E. González-Guillén, Juan Manuel Muñoz-Guijosa
Application of deep neural networks for automatic rub detection in aero-derivative gas turbines. Adv. Eng. Informatics 62 (2024)
Carlos Sebastián, Carlos E. González-Guillén
A feature selection method based on Shapley values robust for concept shift in regression. Neural Comput. Appl. 36 (23) (2024)
Carlos Sebastián, Carlos E. González-Guillén, Jesús Juan
An adaptive standardisation model for Day-Ahead electricity price forecasting. CoRR (2023)
Carlos Sebastián, Carlos E. González-Guillén
A feature selection method based on Shapley values robust to concept shift in regression. CoRR (2023)
Alejandro Pozas-Kerstjens, Senaida Hernández Santana, José Ramón Pareja Monturiol, Marco Castrillón López, Giannicola Scarpa, Carlos E. González-Guillén, David Pérez-García
Physics solutions for machine learning privacy leaks. CoRR (2022)
Carlos E. González-Guillén, María Isabel González Vasco, Floyd Johnson, Angel L. Pérez del Pozo
An Attack on Zawadzki's Quantum Authentication Scheme. Entropy 23 (4) (2021)
Carlos E. González-Guillén, María Isabel González Vasco, Floyd Johnson, Angel L. Pérez del Pozo
Concerning Quantum Identification Without Entanglement. CoRR (2020)