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Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation

Over the years, several frameworks have been proposed in the domain of Explainable AI (XAI), however their practical applicability and utility need to be clarified. The neighbourhood contexts are shown to significantly impact the explanations generated by XAI frameworks, thus directly affecting thei...

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書誌詳細
主要な著者: Urja Pawar, Donna O'Shea, Ruairi O'Reilly, Maebh Costello, Christian Beder
フォーマット: Artigo
言語:Inglês
出版事項: IEEE 2024-01-01
シリーズ:IEEE Open Journal of the Computer Society
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オンライン・アクセス:https://ieeexplore.ieee.org/document/10504877/
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