Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge

Cara Leigh Widmer, Md. Kamruzzaman Sarker, Srikanth Nadella, Joshua Fiechter, Ion Juvina, Brandon S. Minnery, Pascal Hitzler, Joshua Schwartz, Michael L. Raymer. Towards human-compatible XAI: Explaining data differentials with concept induction over background knowledge. J. Web Sem., 79:100807, December 2023. [doi]

Authors

Cara Leigh Widmer

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Md. Kamruzzaman Sarker

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Srikanth Nadella

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Joshua Fiechter

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Ion Juvina

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Brandon S. Minnery

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Pascal Hitzler

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Joshua Schwartz

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Michael L. Raymer

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