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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...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Entropy (Basel)
Egile Nagusiak: Barić, Domjan, Fumić, Petar, Horvatić, Davor, Lipic, Tomislav
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: MDPI 2021
Gaiak:
Sarrera elektronikoa: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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