Marcos Matabuena

According to our database, Marcos Matabuena authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection.

Marcos Matabuena, Juan Carlos Vidal, Oscar Hernan Madrid Padilla, Jukka-Pekka Onnela

CoRR, 2024

2022

Neural interval-censored Cox regression with feature selection.

Carlos García-Meixide, Marcos Matabuena, Michael R. Kosorok

CoRR, 2022

Kernel machine learning methods to handle missing responses with complex predictors. Application in modelling five-year glucose changes using distributional representations.

Marcos Matabuena, Paulo Félix, Carlos García-Meixide, Francisco Gude

Comput. Methods Programs Biomed., 2022

2021

COVID-19: Estimation of the transmission dynamics in Spain using a stochastic simulator and black-box optimization techniques.

Marcos Matabuena, Pablo Rodríguez-Mier, Carlos García-Meixide, Víctor Leborán

Comput. Methods Programs Biomed., 2021

2020

Glucose values prediction five years ahead with a new framework of missing responses in reproducing kernel Hilbert spaces, and the use of continuous glucose monitoring technology.

Marcos Matabuena, Paulo Félix, Carlos Meijide-Garcia, Francisco Gude

CoRR, 2020

2019

The FA Quantifier Fuzzification Mechanism: analysis of convergence and efficient implementations.

Félix Díaz-Hermida, Marcos Matabuena, Juan Carlos Vidal

CoRR, 2019

Application of Functional Data Analysis for the Prediction of Maximum Heart Rate.

Marcos Matabuena, Juan Carlos Vidal, Philip R. Hayes, Miguel Ángel Saavedra-García, Fernando Huelin Trillo

IEEE Access, 2019