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An attribution graph-based interpretable method for CNNs

Xiangwei Zheng, Lifeng Zhang, Chunyan Xu, Xuanchi Chen, Zhen Cui

2024Neural Networks22 citationsDOI

Topics & Concepts

InterpretabilityComputer scienceArtificial intelligencePattern recognition (psychology)Convolutional neural networkGraphClassifier (UML)Named graphAutoencoderSegmentationDeep learningMachine learningTheoretical computer scienceRDFSemantic WebSPARQLExplainable Artificial Intelligence (XAI)Advanced Graph Neural NetworksAdversarial Robustness in Machine Learning
An attribution graph-based interpretable method for CNNs | Litcius