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Measuring the Quality of Explanations: The System Causability Scale (SCS): Comparing Human and Machine Explanations

Recent success in Artificial Intelligence (AI) and Machine Learning (ML) allow problem solving automatically without any human intervention. Autonomous approaches can be very convenient. However, in certain domains, e.g., in the medical domain, it is necessary to enable a domain expert to understand...

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Detalhes bibliográficos
Publicado no:Kunstliche Intell (Oldenbourg)
Main Authors: Holzinger, Andreas, Carrington, André, Müller, Heimo
Formato: Artigo
Idioma:Inglês
Publicado em: Springer Berlin Heidelberg 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7271052/
https://ncbi.nlm.nih.gov/pubmed/32549653
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13218-020-00636-z
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