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Publication search results
found 8 matches
- 2024
- 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 abs/2402.01635 (2024) - Alberto Portela, Julio R. Banga, Marcos Matabuena:
Conformal Prediction in Dynamic Biological Systems. CoRR abs/2409.02644 (2024) - 2022
- 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: 106905 (2022) - Carlos García-Meixide, Marcos Matabuena, Michael R. Kosorok:
Neural interval-censored Cox regression with feature selection. CoRR abs/2206.06885 (2022) - 2021
- 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: 106399 (2021) - 2020
- 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 abs/2012.06564 (2020) - 2019
- Marcos Matabuena, Juan Carlos Vidal, Philip R. Hayes, Miguel Ángel Saavedra-García, Fernando Huelin Trillo:
Application of Functional Data Analysis for the Prediction of Maximum Heart Rate. IEEE Access 7: 121841-121852 (2019) - Félix Díaz-Hermida, Marcos Matabuena, Juan Carlos Vidal:
The FA Quantifier Fuzzification Mechanism: analysis of convergence and efficient implementations. CoRR abs/1902.02132 (2019)
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