A.O. Akinade1*, S.O. Olukumoro2, I.O Ogundele3, A.A Adeniran4 & S.A Aborisade5 DOI: 10.5281/zenodo.18627424 SSR Journal of Economics, Business and Management (SSRJEBM) Detecting irregularities in financial transactions has become easier with the development of machine learning (ML) tools. The usefulness of Read More …
Tag: SHAP
A Comparative Study of Explainable AI Techniques in E-Commerce Fraud Detection
A.O. Akinade; A.P. Oduroye; A.A. Eludire & Udemba C. A. DOI: 10.5281/zenodo.18587626 SSR Journal of Artificial Intelligence (SSRJAI) E-commerce platforms handle trillions of dollars in transactions every year, yet increasingly sophisticated fraud schemes exploit human behaviour patterns and technological vulnerabilities Read More …
Explainable AI for Credit Scoring with SHAP-Calibrated Ensembles: A Multi-Market Evaluation on Public Lending Data
Abayomi Oluwaseun Japinye & Adesola Anthony Adedugbe DOI: 10.5281/zenodo.17155174 SSR Journal of Artificial Intelligence (SSRJAI) Rapid digitisation has reshaped consumer lending, with machine learning systems now central to underwriting decisions. This transition has improved prediction accuracy while creating concerns about Read More …
