---
title: "Australian Credit (UCI): research papers using this data"
description: "From Nov 2023 to Oct 2026, 22 archived papers mentioned Australian Credit (UCI) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2024 (3)."
url: https://scholar4ai.com/datasets/australian-credit-uci
markdown_url: https://scholar4ai.com/datasets/australian-credit-uci.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 22 archived papers mentioned Australian Credit (UCI) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2024 (3). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Australian Credit (UCI)

[Browse dataset profiles](https://scholar4ai.com/datasets/directory.md)

Loan-level lending data and the public datasets used to train credit-scoring models.

- data category: Credit scoring and lending data
- 0 papers in the last 7 days
- Names searched for: Australian credit

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Credit scoring and lending data datasets: https://scholar4ai.com/datasets/credit-scoring-and-lending-data.md



## Key findings

- From Nov 2023 to Oct 2026, 22 archived papers mentioned Australian Credit (UCI) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2024 (3).
- Australian Credit (UCI) was mentioned in 1 paper in the last 30 days (2026-10-07 to 2026-11-05), ranking #165 of the 246 datasets mentioned.
- By journal category: Accounting (1).
- Most of them appeared in Journal of Accounting and Public Policy (1).
- From 2017 to 2026 (so far), Australian Credit (UCI) was mentioned in 25 papers in the tracked journals, most of them in AI (13), finance (4) and accounting (3).
- 7 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Damanhour University (2), Aalto University (1) and Academy of Mathematics and Systems Science (1).
- The journals publishing most of them were Journal Of Big Data (3), Artificial Intelligence Review (2) and Machine Learning (2).
- The most-cited of them is “A systematic review of AI-enhanced techniques in credit card fraud detection” (Journal Of Big Data, 2025), with 111 citations.
- Papers use Australian Credit (UCI) most often with German Credit (UCI Statlog) (15), UCI Machine Learning Repository (10) and Kaggle (4); it has 5 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 9 | 6 | 7 | 22 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 5 | 4 | 3 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 1 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 2 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 8 | 7 | 6 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 3 |
| 2 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2 |
| 3 | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | 2 |
| 4 | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 2 |
| 5 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 1 |
| 6 | [International Journal of Forecasting](https://scholar4ai.com/journals/international-journal-of-forecasting.md) | 1 |
| 7 | [Journal of Accounting and Public Policy](https://scholar4ai.com/journals/journal-of-accounting-and-public-policy.md) | 1 |
| 8 | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 1 |
| 9 | [The British Accounting Review](https://scholar4ai.com/journals/the-british-accounting-review.md) | 1 |
| 10 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Damanhour University | 2 |
| 2 | [Aalto University](https://scholar4ai.com/institutions/aalto-university.md) | 1 |
| 3 | Academy of Mathematics and Systems Science | 1 |
| 4 | Banking Academy of Vietnam | 1 |
| 5 | Bowling Green State University | 1 |
| 6 | Ca' Foscari University of Venice | 1 |
| 7 | [Capital University of Economics and Business](https://scholar4ai.com/institutions/capital-university-of-economics-and-business.md) | 1 |
| 8 | [Centre for Economic Policy Research](https://scholar4ai.com/institutions/centre-for-economic-policy-research.md) | 1 |
| 9 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | 1 |
| 10 | [Concordia University](https://scholar4ai.com/institutions/concordia-university.md) | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United Kingdom | 4 |
| 2 | Australia | 3 |
| 3 | Egypt | 3 |
| 4 | India | 3 |
| 5 | Netherlands | 3 |
| 6 | Brazil | 2 |
| 7 | China | 2 |
| 8 | United States | 2 |
| 9 | Bangladesh | 1 |
| 10 | Canada | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | credit scoring | 7 |
| 2 | [random forest](https://scholar4ai.com/keywords/random-forest.md) | 4 |
| 3 | [class imbalance](https://scholar4ai.com/keywords/class-imbalance.md) | 3 |
| 4 | financial institutions | 3 |
| 5 | German credit dataset | 2 |
| 6 | [XGBoost](https://scholar4ai.com/keywords/xgboost.md) | 2 |
| 7 | credit card fraud detection | 2 |
| 8 | credit risk assessment | 2 |
| 9 | decision tree | 2 |
| 10 | [dimensionality reduction](https://scholar4ai.com/keywords/dimensionality-reduction.md) | 2 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 111 | 5.1 | [A systematic review of AI-enhanced techniques in credit card fraud detection](https://doi.org/10.1186/s40537-024-01048-8) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-01-14 | Ibrahim Y. Hafez, Ahmed Y. Hafez, Ahmed Saleh et al. |
| 2 | 84 | 2.5 | [A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method](https://doi.org/10.1186/s40537-024-00882-0) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2024-02-01 | Emmanuel Ileberi, Yanxia Sun, Zenghui Wang |
| 3 | 43 | 1.7 | [RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning](https://doi.org/10.1109/tpami.2024.3465535) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2024-09-20 | Mushir Akhtar, M. Tanveer, Mohd. Arshad |
| 4 | 41 | 3.5 | [Machine learning powered financial credit scoring: a systematic literature review](https://doi.org/10.1007/s10462-025-11416-2) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-11-18 | Helmi Ayari, Ramzi Guetari, Naoufel Kraïem |
| 5 | 30 | 0.8 | [Cost-sensitive probabilistic predictions for support vector machines](https://doi.org/10.1016/j.ejor.2023.09.027) | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 2023-10-06 | Sandra Benítez-Peña, Rafael Blanquero, Emilio Carrizosa et al. |

## Used together with

Papers use Australian Credit (UCI) most often with German Credit (UCI Statlog) (15), UCI Machine Learning Repository (10) and Kaggle (4); it has 5 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

*What papers use Australian Credit (UCI) together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [German Credit (UCI Statlog)](https://scholar4ai.com/datasets/german-credit-uci-statlog.md) | Dataset | 15 | 251.8 |
| [UCI Machine Learning Repository](https://scholar4ai.com/datasets/uci-machine-learning-repository.md) | Dataset | 10 | 30.4 |
| [Kaggle](https://scholar4ai.com/datasets/kaggle.md) | Dataset | 4 | 13.3 |
| [LendingClub](https://scholar4ai.com/datasets/lendingclub.md) | Dataset | 4 | 85.0 |
| [Credit bureaus (Equifax, Experian, TransUnion)](https://scholar4ai.com/datasets/credit-bureaus-equifax-experian-transunion.md) | Dataset | 3 | 53.6 |

The whole network: https://scholar4ai.com/code/network.md

## Papers

*Papers mentioning Australian Credit (UCI) in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-29 | [Human resources governance and human capital management disclosure following the SEC mandate](https://doi.org/10.1016/j.jaccpubpol.2026.107484) | [Journal of Accounting and Public Policy](https://scholar4ai.com/journals/journal-of-accounting-and-public-policy.md) | Cynthia Melhem, MICHEL L. MAGNAN, Rucsandra Moldovan | Lebanese American University; Concordia University |

## Cite this page

Scholar4AI. (2026). Australian Credit (UCI). Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/australian-credit-uci

```bibtex
@misc{scholar4ai-datasets-australian-credit-uci,
  author = {{Scholar4AI}},
  title = {Australian Credit (UCI)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/australian-credit-uci}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).