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Electronics
Volume 14
Issue 21
10.3390/electronics14214223
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Correction to Electronics 2025, 14(2), 350.
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Correction

Correction: Beriwal, S.; Ayeelyan, J. Decoding Pollution: A Federated Learning-Based Pollution Prediction Study with Health Ramifications Using Causal Inferences. Electronics 2025, 14, 350

by
Snehlata Beriwal
and
John Ayeelyan
*
School of Computer Science and Engineering, Galgotias Univeristy, Greater Noida 201310, India
*
Author to whom correspondence should be addressed.
Electronics 2025, 14(21), 4223; https://doi.org/10.3390/electronics14214223
Submission received: 30 September 2025 / Accepted: 14 October 2025 / Published: 29 October 2025
Versions Notes
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

  1. 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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MDPI and ACS Style

Beriwal, S.; Ayeelyan, J. Correction: Beriwal, S.; Ayeelyan, J. Decoding Pollution: A Federated Learning-Based Pollution Prediction Study with Health Ramifications Using Causal Inferences. Electronics 2025, 14, 350. Electronics 2025, 14, 4223. https://doi.org/10.3390/electronics14214223

AMA Style

Beriwal S, Ayeelyan J. Correction: Beriwal, S.; Ayeelyan, J. Decoding Pollution: A Federated Learning-Based Pollution Prediction Study with Health Ramifications Using Causal Inferences. Electronics 2025, 14, 350. Electronics. 2025; 14(21):4223. https://doi.org/10.3390/electronics14214223

Chicago/Turabian Style

Beriwal, Snehlata, and John Ayeelyan. 2025. "Correction: Beriwal, S.; Ayeelyan, J. Decoding Pollution: A Federated Learning-Based Pollution Prediction Study with Health Ramifications Using Causal Inferences. Electronics 2025, 14, 350" Electronics 14, no. 21: 4223. https://doi.org/10.3390/electronics14214223

APA Style

Beriwal, S., & Ayeelyan, J. (2025). Correction: Beriwal, S.; Ayeelyan, J. Decoding Pollution: A Federated Learning-Based Pollution Prediction Study with Health Ramifications Using Causal Inferences. Electronics 2025, 14, 350. Electronics, 14(21), 4223. https://doi.org/10.3390/electronics14214223

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