Juan Luis Suárez Díaz
Category
PhDContact
jlsuarezdiaz@ugrlia2PWX_HX.Y.es
Organization
UGR
Researcher Profile
| Total | From 2019: | |
|---|---|---|
| Citas | Total: 668 | From 2019: 663 |
| Índice H | Total: 4 | From 2019: 4 |
| Índice i10 | Total: 4 | From 2019: 4 |
Papers (13)
| Title | Authors | Year |
|---|---|---|
| Metric learning for monotonic classification: turning the space up to the limits of monotonicity | JL Suárez, G González-Almagro, S García, F Herrera. | 2024 |
| Establishing the Foundation for Out-of-Distribution Detection in Monument Classification Through Nested Dichotomies | I Antequera-Sánchez, JL Suárez-Díaz, R Montes, F Herrera. | 2024 |
| Distance Metric Learning for Explainability in Complex Problems | JL Suárez Díaz. | 2024 |
| Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints | G González-Almagro, JL Suárez, P Sánchez-Bermejo, JR Cano, S García. | 2023 |
| Monotonic Constrained Clustering: A First Approach | G González-Almagro, PS Bermejo, JL Suarez, JR Cano, S García. | 2022 |
| A Preliminary Approach for using Metric Learning in Monotonic Classification | JL Suárez, G González-Almagro, S García, F Herrera. | 2022 |
| Distance Metric Learning with Prototype Selection for Imbalanced Classification | JL Suárez, S García, F Herrera. | 2021 |
| Ordinal regression with explainable distance metric learning based on ordered sequences | JL Suárez, S García, F Herrera. | 2021 |
| 3SHACC: Three Stages Hybrid Agglomerative Constrained Clustering | G González-Almagro, JL Suarez, J Luengo, JR Cano, S García. | 2021 |
| 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, .... | 2020 |
| pyDML: A Python Library for Distance Metric Learning | JL Suárez, S García, F Herrera. | 2020 |
| A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges | JL Suárez, S García, F Herrera. | 2020 |
| Agglomerative Constrained Clustering Through Similarity and Distance Recalculation | G González-Almagro, JL Suarez, J Luengo, JR Cano, S García. | 2020 |
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