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Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

Despite widespread adoption and outstanding performance, machine learning models are considered as “black boxes”, since it is very difficult to understand how such models operate in practice. Therefore, in the power systems field, which requires a high level of accountability, it is hard for experts...

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書誌詳細
主要な著者: R. Machlev, L. Heistrene, M. Perl, K.Y. Levy, J. Belikov, S. Mannor, Y. Levron
フォーマット: Artigo
言語:Inglês
出版事項: Elsevier 2022-08-01
シリーズ:Energy and AI
主題:
オンライン・アクセス:http://www.sciencedirect.com/science/article/pii/S2666546822000246
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