SHAP-guided variable selection with radial basis function Kolmogorov-Arnold networks for interpretable infrared spectral quantification.

Chen X, Zhang J, Li J, Yang F, Xie Z, Wang J, Xia L, Gao Z, Li T, Wang Q

Open source

DOI
10.1016/j.saa.2026.128963
Published
2026 Oct 12
Container
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
Publisher
Not recorded
Open access
unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1016/j.saa.2026.128963,
  title = {SHAP-guided variable selection with radial basis function Kolmogorov-Arnold networks for interpretable infrared spectral quantification.},
  author = {Chen X and Zhang J and Li J and Yang F and Xie Z and Wang J and Xia L and Gao Z and Li T and Wang Q},
  year = {2026},
  journal = {Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy},
  doi = {10.1016/j.saa.2026.128963},
  url = {https://doi.org/10.1016/j.saa.2026.128963}
}

RIS

TY  - JOUR
TI  - SHAP-guided variable selection with radial basis function Kolmogorov-Arnold networks for interpretable infrared spectral quantification.
AU  - Chen X
AU  - Zhang J
AU  - Li J
AU  - Yang F
AU  - Xie Z
AU  - Wang J
AU  - Xia L
AU  - Gao Z
AU  - Li T
AU  - Wang Q
PY  - 2026
JO  - Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
DO  - 10.1016/j.saa.2026.128963
UR  - https://doi.org/10.1016/j.saa.2026.128963
ER  - 

APA

X, C., J, Z., J, L., F, Y., Z, X., J, W., L, X., Z, G., T, L., & Q, W. (2026). SHAP-guided variable selection with radial basis function Kolmogorov-Arnold networks for interpretable infrared spectral quantification.. Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy. https://doi.org/10.1016/j.saa.2026.128963

Source records