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2024-10-21 15:37:57
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ztxtech committed Oct 21, 2024
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Expand Up @@ -50,8 +50,8 @@ interpretability.
- **BPA Module**: At its core, TEFN incorporates a BPA Module that maps diverse information sources to probability
distributions related to the target outcome. This module exploits the interpretability of evidence theory, using fuzzy
membership functions to represent uncertainty in predictions.
![BPA](https://cdn.jsdelivr.net/gh/ztxtech/Time-Evidence-Fusion-Network/fig/bpa.png)
![BPA Diagram](https://cdn.jsdelivr.net/gh/ztxtech/Time-Evidence-Fusion-Network/fig/inver_conv.png)
![BPA](https://cdn.jsdelivr.net/gh/ztxtech/Time-Evidence-Fusion-Network/fig/bpa.png)
- **Interpretability**: Due to its roots in fuzzy logic, TEFN provides clear insights into the decision-making process,
enhancing model explainability.
![Channel dimension interpretability](https://cdn.jsdelivr.net/gh/ztxtech/Time-Evidence-Fusion-Network/fig/CBV.png)
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