---
title: "German Credit (UCI Statlog): papers using it"
description: "From Nov 2023 to Oct 2026, 108 archived papers mentioned German Credit (UCI Statlog) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2025 (8)."
url: https://scholar4ai.com/datasets/german-credit-uci-statlog
markdown_url: https://scholar4ai.com/datasets/german-credit-uci-statlog.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 108 archived papers mentioned German Credit (UCI Statlog) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2025 (8). (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)
---

# German Credit (UCI Statlog)

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/3.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: German credit, Statlog

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, 108 archived papers mentioned German Credit (UCI Statlog) in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2025 (8).
- German Credit (UCI Statlog) was mentioned in 3 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #103 of the 246 datasets mentioned.
- By journal category: AI (3).
- Most of them appeared in Data Mining and Knowledge Discovery (1), Knowledge-Based Systems (1) and Artificial Intelligence Review (1).
- From 2017 to 2026 (so far), German Credit (UCI Statlog) was mentioned in 114 papers in the tracked journals, most of them in AI (77), statistics (10) and operations research (8).
- 39 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Deutsche Bundesbank (4), Indian Institute of Technology Indore (4) and RMIT University (4).
- The journals publishing most of them were Machine Learning (19), Artificial Intelligence Review (8) and Expert Systems with Applications (6).
- 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 German Credit (UCI Statlog) most often with UCI Machine Learning Repository (60), Kaggle (20) and Australian Credit (UCI) (15); it has 18 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 |
|---|---:|---:|---:|---:|
|  | 39 | 37 | 32 | 108 |

## 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 | 1 | 0 | 0 | 1 | 2 | 32 | 26 | 15 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 3 | 5 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 2 | 2 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 1 | 1 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 4 | 1 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| All categories | 0 | 0 | 1 | 0 | 2 | 1 | 4 | 41 | 39 | 26 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | 19 |
| 2 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 8 |
| 3 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 6 |
| 4 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 5 |
| 5 | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 5 |
| 6 | [Statistics and Computing](https://scholar4ai.com/journals/statistics-and-computing.md) | 5 |
| 7 | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 5 |
| 8 | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 4 |
| 9 | [IEEE Transactions on Fuzzy Systems](https://scholar4ai.com/journals/ieee-transactions-on-fuzzy-systems.md) | 4 |
| 10 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 3 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Deutsche Bundesbank | 4 |
| 2 | Indian Institute of Technology Indore | 4 |
| 3 | [RMIT University](https://scholar4ai.com/institutions/rmit-university.md) | 4 |
| 4 | ARC Centre of Excellence for Automated Decision-Making and Society | 3 |
| 5 | [Centre National de la Recherche Scientifique](https://scholar4ai.com/institutions/centre-national-de-la-recherche-scientifique.md) | 3 |
| 6 | [ETH Zurich](https://scholar4ai.com/institutions/eth-zurich.md) | 3 |
| 7 | [KU Leuven](https://scholar4ai.com/institutions/ku-leuven.md) | 3 |
| 8 | [National University of Singapore](https://scholar4ai.com/institutions/national-university-of-singapore.md) | 3 |
| 9 | [University of Florida](https://scholar4ai.com/institutions/university-of-florida.md) | 3 |
| 10 | Bielefeld University | 2 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | United States | 15 |
| 2 | Germany | 12 |
| 3 | China | 11 |
| 4 | Spain | 11 |
| 5 | United Kingdom | 10 |
| 6 | India | 10 |
| 7 | Australia | 9 |
| 8 | Brazil | 9 |
| 9 | France | 7 |
| 10 | Switzerland | 6 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | algorithmic fairness | 12 |
| 2 | [explainable AI](https://scholar4ai.com/keywords/explainable-ai.md) | 12 |
| 3 | credit scoring | 11 |
| 4 | [model interpretability](https://scholar4ai.com/keywords/model-interpretability.md) | 8 |
| 5 | tabular data | 8 |
| 6 | classification | 7 |
| 7 | German credit dataset | 6 |
| 8 | credit risk assessment | 6 |
| 9 | counterfactual explanations | 5 |
| 10 | [feature selection](https://scholar4ai.com/keywords/feature-selection.md) | 5 |

## 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 | 72 | 4.0 | [Model-agnostic explainable artificial intelligence methods in finance: a systematic review, recent developments, limitations, challenges and future directions](https://doi.org/10.1007/s10462-025-11215-9) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2025-05-02 | Farhina Sardar Khan, Syed Shahid Mazhar, Kashif Mazhar et al. |
| 4 | 63 | 1.9 | [Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms](https://doi.org/10.1007/s10618-024-01002-5) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 2024-01-31 | Rafael Gomes Mantovani, Tomáš Horváth, André Luis Debiaso Rossi et al. |
| 5 | 46 | 1.5 | [Intuitionistic Fuzzy Broad Learning System: Enhancing Robustness Against Noise and Outliers](https://doi.org/10.1109/tfuzz.2024.3400898) | [IEEE Transactions on Fuzzy Systems](https://scholar4ai.com/journals/ieee-transactions-on-fuzzy-systems.md) | 2024-05-14 | M. Sajid, A. K. Malik, M. Tanveer |

## Used together with

Papers use German Credit (UCI Statlog) most often with UCI Machine Learning Repository (60), Kaggle (20) and Australian Credit (UCI) (15); it has 18 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

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

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [UCI Machine Learning Repository](https://scholar4ai.com/datasets/uci-machine-learning-repository.md) | Dataset | 60 | 40.0 |
| [Kaggle](https://scholar4ai.com/datasets/kaggle.md) | Dataset | 20 | 14.6 |
| [Australian Credit (UCI)](https://scholar4ai.com/datasets/australian-credit-uci.md) | Dataset | 15 | 251.8 |
| [Landsat](https://scholar4ai.com/datasets/landsat.md) | Dataset | 12 | 26.8 |
| [MNIST / Fashion-MNIST](https://scholar4ai.com/datasets/mnist-fashion-mnist.md) | Dataset | 11 | 4.2 |
| [Taiwan credit card default (UCI)](https://scholar4ai.com/datasets/taiwan-credit-card-default-uci.md) | Dataset | 8 | 111.9 |
| [OpenML](https://scholar4ai.com/datasets/openml.md) | Dataset | 7 | 37.7 |
| [Twitter / X](https://scholar4ai.com/datasets/twitter-x.md) | Dataset | 7 | 0.7 |
| [Facebook](https://scholar4ai.com/datasets/facebook.md) | Dataset | 6 | 0.8 |
| [ImageNet](https://scholar4ai.com/datasets/imagenet.md) | Dataset | 6 | 1.1 |
| [LendingClub](https://scholar4ai.com/datasets/lendingclub.md) | Dataset | 6 | 28.0 |
| [ADNI](https://scholar4ai.com/datasets/adni.md) | Dataset | 5 | 8.6 |

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

## Papers

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

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-27 | [Meta additive model: interpretable sparse learning with auto weighting](https://doi.org/10.1007/s10618-026-01274-z) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | Xuelin Zhang, Xinyue Liu, Lingjuan Wu et al. | Huazhong Agricultural University; Dongfeng Motor (China) |
| 2026-10-21 | [Optimization-aware trustworthy AI: A gradient-based multi-objective learning framework](https://doi.org/10.1016/j.knosys.2026.117225) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Mirka Saarela, Prabha M. Kumarage | University of Jyväskylä |
| 2026-10-17 | [Language modeling on tabular data: a survey of foundations, techniques and evolution](https://doi.org/10.1007/s10462-026-11726-z) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Yucheng Ruan, Xiang Lan, Jingying Ma et al. | National University of Singapore; Institute of Data Science |

## Cite this page

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

```bibtex
@misc{scholar4ai-datasets-german-credit-uci-statlog,
  author = {{Scholar4AI}},
  title = {German Credit (UCI Statlog)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/german-credit-uci-statlog}},
  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/).