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04/27/2023
XAI-based Comparison of Input Representations for Audio Event Classification
Deep neural networks are a promising tool for Audio Event Classification...
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03/11/2023
Explainable AI for Time Series via Virtual Inspection Layers
The field of eXplainable Artificial Intelligence (XAI) has greatly advan...
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01/27/2023
Multi-dimensional concept discovery (MCD): A unifying framework with completeness guarantees
The completeness axiom renders the explanation of a post-hoc XAI method ...
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03/11/2022
Sparse Subspace Clustering for Concept Discovery (SSCCD)
Concepts are key building blocks of higher level human understanding. Ex...
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04/16/2021
Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks
Predicting the binding of viral peptides to the major histocompatibility...
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12/18/2020
