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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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Bibliografski detalji
Izdano u:PLoS One
Glavni autori: Bach, Sebastian, Binder, Alexander, Montavon, Grégoire, Klauschen, Frederick, Müller, Klaus-Robert, Samek, Wojciech
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2015
Teme:
Online pristup: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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