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Toward reliable machine learning with Congruity: a quality measure based on formal concept analysis

The spreading of machine learning (ML) and deep learning (DL) methods in different and critical application domains, like medicine and healthcare, introduces many opportunities but raises risks and opens ethical issues, mainly attaining to the lack of transparency. This contribution deals with the l...

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Detalles Bibliográficos
Autores principales: De Maio, Carmen, Fenza, Giuseppe, Gallo, Mariacristina, Loia, Vincenzo, Stanzione, Claudio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9540094/
https://www.ncbi.nlm.nih.gov/pubmed/36245798
http://dx.doi.org/10.1007/s00521-022-07853-7