TY - GEN AU - González Almagro, Germán AU - Peralta, Daniel AU - De Poorter, Eli AU - Cano, José-Ramón AU - García López, Salvador PY - 2025 UR - https://hdl.handle.net/10481/103858 AB - Clustering is a well-known unsupervised machine learning approach capable of automatically grouping discrete sets of instances with similar characteristics. Constrained clustering is a semi-supervised extension to this process that can be used when... LA - eng PB - Springer Nature KW - Semi-supervised learning KW - Background knowledge KW - Pairwise instance-level constraints KW - Constrained clustering KW - Taxonomy TI - Semi-supervised constrained clustering: an in-depth overview, ranked taxonomy and future research directions DO - 10.1007/s10462-024-11103-8 ER -