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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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Bibliographische Detailangaben
Veröffentlicht in:Entropy (Basel)
Hauptverfasser: Linardatos, Pantelis, Papastefanopoulos, Vasilis, Kotsiantis, Sotiris
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7824368/
https://ncbi.nlm.nih.gov/pubmed/33375658
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23010018
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