Publicaciones (9) Publicaciones de JUAN LUIS SUÁREZ DÍAZ

2025

  1. Establishing the Foundation for Out-of-Distribution Detection in Monument Classification Through Nested Dichotomies

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2024

  1. Bot de Telegram interactivo como herramienta de apoyo para la enseñanza

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 9, pp. 117-124

  2. Metric learning for monotonic classification: turning the space up to the limits of monotonicity

    Applied Intelligence, Vol. 54, Núm. 5, pp. 4443-4466

  3. Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints

    Information Fusion, Vol. 102

2022

  1. 3SHACC: Three stages hybrid agglomerative constrained clustering

    Neurocomputing, Vol. 490, pp. 441-461

  2. 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

  1. 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)

  2. 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

  3. Ordinal regression with explainable distance metric learning based on ordered sequences

    Machine Learning, Vol. 110, Núm. 10, pp. 2729-2762