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Benchmarking Attention-Based Interpretability of Deep Learning in Multivariate Time Series Predictions

The adaptation of deep learning models within safety-critical systems cannot rely only on good prediction performance but needs to provide interpretable and robust explanations for their decisions. When modeling complex sequences, attention mechanisms are regarded as the established approach to supp...

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Podrobná bibliografie
Vydáno v:Entropy (Basel)
Hlavní autoři: Barić, Domjan, Fumić, Petar, Horvatić, Davor, Lipic, Tomislav
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2021
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7912396/
https://ncbi.nlm.nih.gov/pubmed/33503822
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23020143
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