FATS: Feature Distribution Analysis-Based Test Selection for Deep Learning Enhancement
L Li, C Tao, H Guo, J Zhang… - IEEE Transactions on Big …, 2023 - ieeexplore.ieee.org
Deep Learning has been applied to many applications across different domains. However,
the distribution shift between the test data and training data is a major factor impacting the …
the distribution shift between the test data and training data is a major factor impacting the …
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective
Given the complexity and lack of transparency in deep neural networks (DNNs), extensive
efforts have been made to make these systems more interpretable or explain their behaviors …
efforts have been made to make these systems more interpretable or explain their behaviors …