Marcos Matabuena

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Top Venues

Comput. Methods Programs Biomed.

Publications

Marcos Matabuena, Juan Carlos Vidal, Oscar Hernan Madrid Padilla, Jukka-Pekka Onnela
kNN Algorithm for Conditional Mean and Variance Estimation with Automated Uncertainty Quantification and Variable Selection. CoRR (2024)
Marcos Matabuena, Paulo Félix, Carlos García-Meixide, Francisco Gude
Kernel machine learning methods to handle missing responses with complex predictors. Application in modelling five-year glucose changes using distributional representations. Comput. Methods Programs Biomed. 221 (2022)
Carlos García-Meixide, Marcos Matabuena, Michael R. Kosorok
Neural interval-censored Cox regression with feature selection. CoRR (2022)
Marcos Matabuena, Pablo Rodríguez-Mier, Carlos García-Meixide, Víctor Leborán
COVID-19: Estimation of the transmission dynamics in Spain using a stochastic simulator and black-box optimization techniques. Comput. Methods Programs Biomed. 211 (2021)
Marcos Matabuena, Paulo Félix, Carlos Meijide-Garcia, Francisco Gude
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. CoRR (2020)
Félix Díaz-Hermida, Marcos Matabuena, Juan Carlos Vidal
The FA Quantifier Fuzzification Mechanism: analysis of convergence and efficient implementations. CoRR (2019)
Marcos Matabuena, Juan Carlos Vidal, Philip R. Hayes, Miguel Saavedra-García, Fernando Huelin Trillo
Application of Functional Data Analysis for the Prediction of Maximum Heart Rate. IEEE Access 7 (2019)