Explainable AI: A Review of Machine Learning Interpretability Methods

Recent advances in artificial intelligence (AI) have led to its widespread industrial adoption, with machine learning systems demonstrating superhuman performance in a significant number of tasks. However, this surge in performance, has often been achieved through increased model complexity, turning...

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Detalles Bibliográficos
Autores principales: Linardatos, Pantelis, Papastefanopoulos, Vasilis, Kotsiantis, Sotiris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7824368/
https://www.ncbi.nlm.nih.gov/pubmed/33375658
http://dx.doi.org/10.3390/e23010018

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7824368/
https://www.ncbi.nlm.nih.gov/pubmed/33375658
http://dx.doi.org/10.3390/e23010018

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