JUAN LUIS
SUÁREZ DÍAZ
DOCENTE INVITADO
FRANCISCO
HERRERA TRIGUERO
CATEDRÁTICO DE UNIVERSIDAD
Publicaciones en las que colabora con FRANCISCO HERRERA TRIGUERO (9)
2024
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Metric learning for monotonic classification: turning the space up to the limits of monotonicity
Applied Intelligence, Vol. 54, Núm. 5, pp. 4443-4466
2022
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A Preliminary Approach for using Metric Learning in Monotonic Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2021
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A tutorial on distance metric learning: Mathematical foundations, algorithms, experimental analysis, prospects and challenges
Neurocomputing, Vol. 425, pp. 300-322
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Distance Metric Learning with Prototype Selection for Imbalanced Classification
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Distance Metric Learning with Prototype Selection for Imbalanced Classification
Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings
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Ordinal Regression with Explainable Distance Metric Learning Based on Ordered Sequences
2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021
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Ordinal regression with explainable distance metric learning based on ordered sequences
Machine Learning, Vol. 110, Núm. 10, pp. 2729-2762
2020
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COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images
IEEE Journal of Biomedical and Health Informatics, Vol. 24, Núm. 12, pp. 3595-3605
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pyDML: A python library for distance metric learning
Journal of Machine Learning Research, Vol. 21