Application of stacked Transformer-XGBoost model and SHAP interpretability in air quality index prediction in Linfen City
- DOI
- 10.1016/j.isci.2026.116396
- Published
- 2026-08
- Container
- iScience
- Publisher
- Elsevier BV
- Open access
- unknown
Credibility signals
uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- supportingDOI registered: A matching record was returned by Crossref.
- supportingDOI resolves: A matching record was returned by Crossref.
- not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1016/j.isci.2026.116396,
title = {Application of stacked Transformer-XGBoost model and SHAP interpretability in air quality index prediction in Linfen City},
author = {Jiafang Wei and Tianci Zhao and Rongsheng Wei and Xinjian Fan and Penghui Ji and Xiaohui Zhang},
year = {2026},
journal = {iScience},
doi = {10.1016/j.isci.2026.116396},
url = {https://doi.org/10.1016/j.isci.2026.116396}
}RIS
TY - JOUR TI - Application of stacked Transformer-XGBoost model and SHAP interpretability in air quality index prediction in Linfen City AU - Jiafang Wei AU - Tianci Zhao AU - Rongsheng Wei AU - Xinjian Fan AU - Penghui Ji AU - Xiaohui Zhang PY - 2026 JO - iScience DO - 10.1016/j.isci.2026.116396 UR - https://doi.org/10.1016/j.isci.2026.116396 ER -
APA
Wei, J., Zhao, T., Wei, R., Fan, X., Ji, P., & Zhang, X. (2026). Application of stacked Transformer-XGBoost model and SHAP interpretability in air quality index prediction in Linfen City. iScience. https://doi.org/10.1016/j.isci.2026.116396
Source records
- crossref · retrieved 2026-09-26T14:55:14.171Z