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Feb, 2022
TimeREISE: 时间序列随机进化输入样本解释
TimeREISE: Time-series Randomized Evolving Input Sample Explanation
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Dominique Mercier, Andreas Dengel, Sheraz Ahmed
TL;DR
本文介绍了一种模型无关归因方法TimeREISE,该方法适用于任何时间序列分类网络,并在解释性方面表现出非常出色的性能。
Abstract
deep neural networks
are one of the most successful classifiers across different domains. However, due to their limitations concerning
interpretability
their use is limited in safety critical context. The researc
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