| COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on chest X-ray images S Tabik, A Gómez-Ríos, JL Martín-Rodríguez, I Sevillano-García, ... IEEE journal of biomedical and health informatics 24 (12), 3595-3605, 2020 | 370 | 2020 |
| A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges JL Suárez, S García, F Herrera Neurocomputing, 2020 | 173* | 2020 |
| pydml: A python library for distance metric learning JL Suárez, S García, F Herrera Journal of Machine Learning Research 21 (96), 1-7, 2020 | 22 | 2020 |
| Ordinal regression with explainable distance metric learning based on ordered sequences JL Suárez, S García, F Herrera Machine Learning 110 (10), 2729-2762, 2021 | 11 | 2021 |
| Monotonic constrained clustering: A first approach G González-Almagro, PS Bermejo, JL Suarez, JR Cano, S García International Conference on Industrial, Engineering and Other Applications …, 2022 | 2 | 2022 |
| Agglomerative constrained clustering through similarity and distance recalculation G González-Almagro, JL Suarez, J Luengo, JR Cano, S García Hybrid Artificial Intelligent Systems: 15th International Conference, HAIS …, 2020 | 2 | 2020 |
| A Preliminary Approach for using Metric Learning in Monotonic Classification JL Suárez, G González-Almagro, S García, F Herrera International Conference on Industrial, Engineering and Other Applications …, 2022 | 1 | 2022 |
| 3SHACC: Three stages hybrid agglomerative constrained clustering G González-Almagro, JL Suárez, J Luengo, JR Cano, S García Neurocomputing 490, 441-461, 2022 | 1 | 2022 |
| Distance metric learning with prototype selection for imbalanced classification JL Suárez, S García, F Herrera International Conference on Hybrid Artificial Intelligence Systems, 391-402, 2021 | 1 | 2021 |
| Metric learning for monotonic classification: turning the space up to the limits of monotonicity JL Suárez, G González-Almagro, S García, F Herrera Applied Intelligence, 1-24, 2024 | | 2024 |
| Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints G González-Almagro, P Sánchez-Bermejo, JL Suarez, JR Cano, S García Information Fusion 102, 102064, 2024 | | 2024 |
| Distance Metric Learning for Explainability in Complex Problems JL Suárez Díaz Universidad de Granada, 2024 | | 2024 |
