Rubén R. Fernández

17 papers Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Advancing text adversarial example generation using large language models.
Knowl. Based Syst.
Natalia Madrueño, Alberto Fernández-Isabel, Rubén R. Fernández, Isaac Martín de Diego
2025 J jnl
Defining the attractiveness concept for cyber incidents forecasting.
Comput. Sci. Inf. Syst.
Javier García-Ochoa, Alberto Fernández-Isabel, Clara Contreras, Rubén R. Fernández, Isaac Martín de Diego, Marta Beltrán
2025 — conf
FUCO: Fuzzy Counterfactuals Examples.
IDEAL (1)
Francisco Javier Cantero Zorita, Víctor Aceña, Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza
2024 J jnl
Real-time classification of cattle behavior using Wireless Sensor Networks.
Internet Things
Jorge Navarro, Rubén R. Fernández, Víctor Aceña, Alberto Fernández-Isabel, Carmen Lancho, Isaac Martín de Diego
2023 J jnl
Support subsets estimation for support vector machines retraining.
Pattern Recognit.
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
2022 J jnl
Combining user behavioural information at the feature level to enhance continuous authentication systems.
Knowl. Based Syst.
Alejandro G. Martín, Isaac Martín de Diego, Alberto Fernández-Isabel, Marta Beltrán, Rubén R. Fernández
2022 J jnl
Explanation sets: A general framework for machine learning explainability.
Inf. Sci.
Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Francisco Herrera
2022 J jnl
General Performance Score for classification problems.
Appl. Intell.
Isaac Martín de Diego, Ana R. Redondo, Rubén R. Fernández, Jorge Navarro, Javier M. Moguerza
2022 J jnl
Minimally overfitted learners: A general framework for ensemble learning.
Knowl. Based Syst.
Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
2022 J jnl
Triangle-based outlier detection.
Pattern Recognit. Lett.
Jorge Navarro, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza
2021 J jnl
Experts perception-based system to detect misinformation in health websites.
Pattern Recognit. Lett.
César González-Fernández, Alberto Fernández-Isabel, Isaac Martín de Diego, Rubén R. Fernández, J. F. J. Viseu Pinheiro
2021 J jnl
System for evaluating the reliability and novelty of medical scientific papers.
J. Informetrics
Isaac Martín de Diego, César González-Fernández, Alberto Fernández-Isabel, Rubén R. Fernández, Javier Cabezas
2020 — conf
Bio-Inspired Agent-Based Architecture for Fraud Detection.
IMMS
Javier Cabezas, Alberto Fernández-Isabel, Rubén R. Fernández, César González-Fernández, Adrián Alonso, Isaac Martín de Diego
2020 J jnl
Random forest explainability using counterfactual sets.
Inf. Fusion
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Alberto Fernández-Isabel, Javier M. Moguerza
2020 — conf
Unified Performance Measure for Binary Classification Problems.
IDEAL (2)
Ana R. Redondo, Jorge Navarro, Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Juan José Fernández-Muñoz
2019 — conf
Relevance Metric for Counterfactuals Selection in Decision Trees.
IDEAL (1)
Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Javier M. Moguerza, Alberto Fernández-Isabel
2019 — conf
Weighted Nearest Centroid Neighbourhood.
IDEAL (1)
Víctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, Rubén R. Fernández