Rubén R. Fernández

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Ensemble Learning

Binary Classification Problems

Top Venues

Pattern Recognit. Lett.

Knowl. Based Syst.

Pattern Recognit.

Publications

Jorge Navarro, Rubén R. Fernández, Víctor Aceña, Alberto Fernández-Isabel, Carmen Lancho, Isaac Martín de Diego
Real-time classification of cattle behavior using Wireless Sensor Networks. Internet Things 25 (2024)
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Support subsets estimation for support vector machines retraining. Pattern Recognit. 134 (2023)
Alejandro G. Martín, Isaac Martín de Diego, Alberto Fernández-Isabel, Marta Beltrán, Rubén R. Fernández
Combining user behavioural information at the feature level to enhance continuous authentication systems. Knowl. Based Syst. 244 (2022)
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Minimally overfitted learners: A general framework for ensemble learning. Knowl. Based Syst. 254 (2022)
Jorge Navarro, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
Triangle-based outlier detection. Pattern Recognit. Lett. 156 (2022)
Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Francisco Herrera
Explanation sets: A general framework for machine learning explainability. Inf. Sci. 617 (2022)
Isaac Martín de Diego, Ana R. Redondo, Rubén R. Fernández, Jorge Navarro, Javier M. Moguerza
General Performance Score for classification problems. Appl. Intell. 52 (10) (2022)
Isaac Martín de Diego, César González-Fernández, Alberto Fernández-Isabel, Rubén R. Fernández, Javier Cabezas
System for evaluating the reliability and novelty of medical scientific papers. J. Informetrics 15 (4) (2021)
César González-Fernández, Alberto Fernández-Isabel, Isaac Martín de Diego, Rubén R. Fernández, J. F. J. Viseu Pinheiro
Experts perception-based system to detect misinformation in health websites. Pattern Recognit. Lett. 152 (2021)
Ana R. Redondo, Jorge Navarro, Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Juan José Fernández-Muñoz
Unified Performance Measure for Binary Classification Problems. IDEAL (2) (2020)
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Alberto Fernández-Isabel, Javier M. Moguerza
Random forest explainability using counterfactual sets. Inf. Fusion 63 (2020)
Javier Cabezas, Alberto Fernández-Isabel, Rubén R. Fernández, César González-Fernández, Adrián Alonso, Isaac Martín de Diego
Bio-Inspired Agent-Based Architecture for Fraud Detection. IMMS (2020)
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Javier M. Moguerza, Alberto Fernández-Isabel
Relevance Metric for Counterfactuals Selection in Decision Trees. IDEAL (1) (2019)
Víctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, Rubén R. Fernández
Weighted Nearest Centroid Neighbourhood. IDEAL (1) (2019)