Integrating Kolmogorov-Arnold networks and sparse attention for robust visual plant disease symptom identification across diverse agricultural crops.
- DOI
- 10.3389/fpls.2026.1855159
- Published
- 2026
- Container
- Frontiers in plant science
- Publisher
- Not recorded
- Open access
- yes
Credibility signals
limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.
Show all credibility signals
- cautionDOI registered: No matching Crossref record was present in this response.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- supportingOpen access status: Normalized open-access status: open.
- 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.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.3389/fpls.2026.1855159,
title = {Integrating Kolmogorov-Arnold networks and sparse attention for robust visual plant disease symptom identification across diverse agricultural crops.},
author = {Shen Y and Zhu M and Hu T and Xu P and Zhu Y and Wu L and Xu L and Dhillon R},
year = {2026},
journal = {Frontiers in plant science},
doi = {10.3389/fpls.2026.1855159},
url = {https://doi.org/10.3389/fpls.2026.1855159}
}RIS
TY - JOUR TI - Integrating Kolmogorov-Arnold networks and sparse attention for robust visual plant disease symptom identification across diverse agricultural crops. AU - Shen Y AU - Zhu M AU - Hu T AU - Xu P AU - Zhu Y AU - Wu L AU - Xu L AU - Dhillon R PY - 2026 JO - Frontiers in plant science DO - 10.3389/fpls.2026.1855159 UR - https://doi.org/10.3389/fpls.2026.1855159 ER -
APA
Y, S., M, Z., T, H., P, X., Y, Z., L, W., L, X., & R, D. (2026). Integrating Kolmogorov-Arnold networks and sparse attention for robust visual plant disease symptom identification across diverse agricultural crops.. Frontiers in plant science. https://doi.org/10.3389/fpls.2026.1855159
Source records
- pubmed · retrieved 2026-09-26T19:37:36.614Z