In the original publication [1], there was an error in Figure 8. The authors state that Figure 8 is not the main focus of their work and wish to remove it. A detailed comparison between their previous state-of-the-art work and the present proposed model variation using XAI is presented in Figure 9.
Due to the removal of Figure 8, the main text has been adjusted as outlined below.
In Section 4.1, “The explanation of PM2.5 and its various categories are presented in Figure 8. The PM2.5 original images and corresponding levels were explained using the LIME tool with the help of VGG-19 and are presented at the bottom of Figure 8.” was deleted.
“Figure 9” was changed to “Figure 8”. “Figure 10” was changed to “Figure 9”.
The change does not affect the scientific results. This correction was approved by the Academic Editor. The original publication has also been updated.
Reference
- Beriwal, S.; Ayeelyan, J. Decoding Pollution: A Federated Learning-Based Pollution Prediction Study with Health Ramifications Using Causal Inferences. Electronics 2025, 14, 350. [Google Scholar] [CrossRef]
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