Self-organizing maps to evaluate optimal strategies for balancing binary class distributions : a methodological approach

Nogales, AlbertoGuadalupe, DiegoGarcia-tejedor, Alvaro J.2025-11-122025-11-122025-12Nogales, A, Guadalupe, D & Garcia-tejedor, A J 2025, 'Self-organizing maps to evaluate optimal strategies for balancing binary class distributions : a methodological approach', Journal of Big Data, vol. 12, no. 1, 141. https://doi.org/10.1186/s40537-025-01188-52196-1115unpaywall: 10.1186/s40537-025-01188-5https://hdl.handle.net/10641/6350Publisher Copyright: © The Author(s) 2025.324494363enginfo:eu-repo/semantics/openAccessArtificial intelligenceBalancing strategiesMachine learningSelf-organizing mapUnbalanced datasetsYesyesSelf-organizing maps to evaluate optimal strategies for balancing binary class distributions : a methodological approach/dk/atira/pure/researchoutput/researchoutputtypes/contributiontojournal/article10.1186/s40537-025-01188-5https://www.scopus.com/pages/publications/105007538627https://www.scopus.com/pages/publications/105007538627#tab=citedBy