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} }