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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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Bibliographic Details
Published in:Kunstliche Intell (Oldenbourg)
Main Authors: Holzinger, Andreas, Carrington, André, Müller, Heimo
Format: Artigo
Language:Inglês
Published: Springer Berlin Heidelberg 2020
Subjects:
Online Access: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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