Advanced fraud detection in financial systems: a comparative study of machine learning models on imbalanced data

Xiangting Shi, Yakang Zhang, Manning Yu, Jianan Chen

Open source

DOI: 10.1038/s41598-026-55224-2
Published: 2026-07-14
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-55224-2,
  title = {Advanced fraud detection in financial systems: a comparative study of machine learning models on imbalanced data},
  author = {Xiangting Shi and Yakang Zhang and Manning Yu and Jianan Chen},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-55224-2},
  url = {https://doi.org/10.1038/s41598-026-55224-2}
}

RIS

TY  - JOUR
TI  - Advanced fraud detection in financial systems: a comparative study of machine learning models on imbalanced data
AU  - Xiangting Shi
AU  - Yakang Zhang
AU  - Manning Yu
AU  - Jianan Chen
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-55224-2
UR  - https://doi.org/10.1038/s41598-026-55224-2
ER  -

APA

Shi, X., Zhang, Y., Yu, M., & Chen, J. (2026). Advanced fraud detection in financial systems: a comparative study of machine learning models on imbalanced data. Scientific Reports. https://doi.org/10.1038/s41598-026-55224-2

Source records

crossref · retrieved 2026-09-26T07:38:28.372Z