RevelioNN: Retrospective Extraction of Visual and Logical Insights for Ontology-based Interpretation of Neural Networks

The need for AI explainability, which involves helping humans understand why an AI algorithm arrived at a particular decision, is crucial in numerous critical applications. Although deep neural networks play a significant role in modern AI, they inherently lack transparency. Consequently, various ap...

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Bibliographic Details
Main Authors: Anton Agafonov, Andrew Ponomarev
Format: Article
Language:English
Published: FRUCT 2023-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://www.fruct.org/publications/volume-34/fruct34/files/Aga.pdf