2017, Data mining, Interactive and Knowledge Discovery

Explaining black-box models using attribute importance, PDPs, and LIME

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The need for interaction – complex decision making systems often rely on Human–Autonomy Teaming (HAT), where the outcome is produced by joint efforts of one or more humans and one or more autonomous agents. In IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI), pages 24–30, Melbourne, Australia, 2017.

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Explaining black-box models using attribute importance, PDPs, and LIME

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