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Rubén R. Fernández

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2020 – today

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2024
[j10]
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  - journals/iot/NavarroFAFLD24
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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: 101008 (2024)
2023
[j9]
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  - journals/pr/AcenaDFM23
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Víctor Aceña, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza:
Support subsets estimation for support vector machines retraining. Pattern Recognit. 134: 109117 (2023)
2022
[j8]
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  - journals/apin/DiegoRFNM22
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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): 12049-12063 (2022)
[j7]
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  - journals/isci/FernandezDMH22
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Rubén R. Fernández, Isaac Martín de Diego, Javier M. Moguerza, Francisco Herrera:
Explanation sets: A general framework for machine learning explainability. Inf. Sci. 617: 464-481 (2022)
[j6]
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  - journals/kbs/MartinDFBF22
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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: 108544 (2022)
[j5]
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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: 109669 (2022)
[j4]
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  - journals/prl/NavarroDFM22
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Jorge Navarro, Isaac Martín de Diego, Rubén R. Fernández, Javier M. Moguerza:
Triangle-based outlier detection. Pattern Recognit. Lett. 156: 152-159 (2022)
2021
[j3]
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  - journals/joi/DiegoGFFC21
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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): 101188 (2021)
[j2]
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  - journals/prl/Gonzalez-Fernandez21
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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: 333-339 (2021)
2020
[j1]
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  - journals/inffus/FernandezDAFM20
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Rubén R. Fernández, Isaac Martín de Diego, Víctor Aceña, Alberto Fernández-Isabel, Javier M. Moguerza:
Random forest explainability using counterfactual sets. Inf. Fusion 63: 196-207 (2020)
[c4]
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  - conf/ideal/RedondoNFDMF20
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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: 104-112
[c3]
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  - conf/imms/CabezasFFGAD20
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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: 67-71

2010 – 2019

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2019
[c2]
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  - conf/ideal/FernandezDAMF19
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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: 85-93
[c1]
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Víctor Aceña, Javier M. Moguerza, Isaac Martín de Diego, Rubén R. Fernández:
Weighted Nearest Centroid Neighbourhood. IDEAL (1) 2019: 94-101

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