Random forest explainability using counterfactual sets RR Fernández, IM De Diego, V Aceña, A Fernández-Isabel, JM Moguerza Information Fusion 63, 196-207, 2020 | 29 | 2020 |
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 | 4 | 2019 |
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 | 2 | 2021 |
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 | 2 | 2020 |
General Performance Score for classification problems IM De Diego, AR Redondo, RR Fernández, J Navarro, JM Moguerza Applied Intelligence, 1-15, 2022 | 1 | 2022 |
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 | 1 | 2021 |
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 | 1 | 2020 |
Weighted Nearest Centroid Neighbourhood V Aceña, JM Moguerza, IM Diego, RR Fernández International Conference on Intelligent Data Engineering and Automated …, 2019 | 1 | 2019 |
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 | | |