Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph

With the increasing number of deep learning applications, there is a growing demand for explanations. Visual explanations provide information about which parts of an image are relevant for a classifier's decision. However, highlighting of image parts (e.g., an eye) cannot capture the relevance...

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Veröffentlicht in:	arXiv.org 2019-10
Hauptverfasser:	Rabold, Johannes, Deininger, Hannah, Siebers, Michael, Schmid, Ute
Format:	Artikel
Sprache:	eng
Schlagworte:	Classifiers Lime Logic programming Machine learning
Online-Zugang:	Volltext
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