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On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

Understanding and interpreting classification decisions of automated image classification systems is of high value in many applications, as it allows to verify the reasoning of the system and provides additional information to the human expert. Although machine learning methods are solving very succ...

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Bibliografische gegevens
Gepubliceerd in:PLoS One
Hoofdauteurs: Bach, Sebastian, Binder, Alexander, Montavon, Grégoire, Klauschen, Frederick, Müller, Klaus-Robert, Samek, Wojciech
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Public Library of Science 2015
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4498753/
https://ncbi.nlm.nih.gov/pubmed/26161953
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0130140
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