A multiorder feature tracking and explanation strategy for explainable deep learning

A good AI algorithm can make accurate predictions and provide reasonable explanations for the field in which it is applied. However, the application of deep models makes the black box problem, i.e., the lack of interpretability of a model, more prominent. In particular, when there are multiple featu...

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Bibliographic Details
Main Authors: Zheng Lin, Lin Yixuan
Format: Article
Language:English
Published: De Gruyter 2023-04-01
Series:Journal of Intelligent Systems
Subjects:
Online Access:https://doi.org/10.1515/jisys-2022-0212