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Ruben R. Fernandez
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Year
Random forest explainability using counterfactual sets
RR Fernández, IM De Diego, V Aceña, A Fernández-Isabel, JM Moguerza
Information Fusion 63, 196-207, 2020
292020
Relevance metric for counterfactuals selection in decision trees
RR Fernández, IM Diego, V Aceña, JM Moguerza, A Fernández-Isabel
International Conference on Intelligent Data Engineering and Automated …, 2019
42019
System for evaluating the reliability and novelty of medical scientific papers
IM de Diego, C González-Fernández, A Fernández-Isabel, RR Fernández, ...
Journal of Informetrics 15 (4), 101188, 2021
22021
Unified performance measure for binary classification problems
AR Redondo, J Navarro, RR Fernández, IM Diego, JM Moguerza, ...
International Conference on Intelligent Data Engineering and Automated …, 2020
22020
General Performance Score for classification problems
IM De Diego, AR Redondo, RR Fernández, J Navarro, JM Moguerza
Applied Intelligence, 1-15, 2022
12022
Landslide susceptibility assessment using an AutoML framework
AG Bruzón, P Arrogante-Funes, F Arrogante-Funes, F Martín-González, ...
International journal of environmental research and public health 18 (20), 10971, 2021
12021
Bio-Inspired Agent-Based Architecture for Fraud Detection
J Cabezas, A Fernandez-Isabel, RR Fernández, C González-Fernández, ...
Proceedings of the 2020 3rd International Conference on Information …, 2020
12020
Weighted Nearest Centroid Neighbourhood
V Aceña, JM Moguerza, IM Diego, RR Fernández
International Conference on Intelligent Data Engineering and Automated …, 2019
12019
Combining user behavioural information at the feature level to enhance continuous authentication systems
AG Martín, IM de Diego, A Fernández-Isabel, M Beltrán, RR Fernández
Knowledge-Based Systems 244, 108544, 2022
2022
Triangle-based outlier detection
J Navarro, IM de Diego, RR Fernández, JM Moguerza
Pattern Recognition Letters 156, 152-159, 2022
2022
Experts perception-based system to detect misinformation in health websites
C González-Fernández, A Fernández-Isabel, IM de Diego, RR Fernández, ...
Pattern Recognition Letters 152, 333-339, 2021
2021
General Performance Score for classification problems
I Martín De Diego, AR Redondo, RR Fernández, J Navarro, JM Moguerza
Springer, 2021
2021
Explainable Machine Learning based on Examples
IM de Diego, RR Fernández, JM Moguerza, F Ortega
Expert-based Recommendation System for Explainable Machine Learning methods in Data Science projects
IM de Diego, RR Fernández, A Fernádez-Isabel, F Ortega
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Articles 1–14