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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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Vydáno v:Kunstliche Intell (Oldenbourg)
Hlavní autoři: Holzinger, Andreas, Carrington, André, Müller, Heimo
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer Berlin Heidelberg 2020
Témata:
On-line přístup: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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