SG 15Machine Learning

Uncertainty-Aware Neural Runoff Forecasting for Robust Low-Flow Decisions

Celia Izaguirre (presents the paper), Sandra Ranilla-Cortina, Inés Couso and Luciano Sánchez

ADR-EDA: A Reliability-Aware Controller for Dynamic Multiobjective Estimation of Distribution Algorithms

Concha Bielza Lozoya, Jesús Samuel García Carballo (presents the paper) and Pedro Larrañaga Múgica

Task-Aware Self-Supervised Pretraining for Few-Shot Soil NIR Regression

Iván Garzón (presents the paper), Guillermo Gomez-Trenado and Sergio Damas

Inteligencia Artificial Explicable para Resolver la Heterogeneidad en el Aprendizaje Federado

Mario García-Márquez (presents the paper), Nuria Rodríguez-Barroso, Francisco Herrera and M.V. Luzón

ReliefF escalable y eficiente basado en prototipos

Samuel Suárez-Marcote (presents the paper), Laura Morán-Fernández and Verónica Bolón-Canedo