An explainable ensemble learning approach for financial fraud detection: Integrating SHAP and LIME on the PaySim dataset.
Nagwa Gamal|Eman M. G. Younis|Waleed M. Mohamed
| Anthology ID: | DBLP:journals/ipm/GamalYM26 |
|---|---|
| Year: | 2026 |
| Venue: | Information Processing and Management |
| Pages: | 104967 |
| URL: | https://doi.org/10.1016/J.IPM.2026.104967 |
| DOI: | https://doi.org/10.1016/J.IPM.2026.104967 |
| DBLP: | journals/ipm/GamalYM26 |
| BibTeX: |
@article{gamal-2026-explainable,
author = {Nagwa Gamal and
Eman M. G. Younis and
Waleed M. Mohamed},
title = {{An explainable ensemble learning approach for financial fraud detection: Integrating SHAP and LIME on the PaySim dataset}},
journal = {Information Processing and Management},
volume = {63},
number = {8},
pages = {104967},
year = {2026},
url = {https://doi.org/10.1016/J.IPM.2026.104967},
doi = {https://doi.org/10.1016/J.IPM.2026.104967}
}