German Credit (UCI Statlog)

data category: Credit scoring and lending data · 0 papers in the last 7 days

← Most-used data · All Credit scoring and lending data datasets

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

Names searched for: German credit, Statlog

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 (2026-10-06 to 2026-11-04), ranking #106 of the 255 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#

20172026 (so far)

Papers per publication year and category
Category	2019	2021	2022	2023	2024	2025	2026 (so far)
AI	1	0	1	2	32	26	15
Statistics	0	0	0	0	2	3	5
Operations Research	0	0	0	2	2	2	2
Economics	0	1	0	0	3	1	1
Finance	0	0	0	0	1	4	1
Management	0	0	0	0	0	3	1
Information Systems	0	1	0	0	0	0	1
Accounting	0	0	0	0	1	0	0
All categories	1	2	1	4	41	39	26

Where the papers come from#

Journals with the most papers, since 2023
#	Journal	Papers
1	Machine Learning	19
2	Artificial Intelligence Review	8
3	Expert Systems with Applications	6
4	Pattern Recognition	5
5	Knowledge-Based Systems	5
6	Statistics and Computing	5
7	Data Mining and Knowledge Discovery	5
8	Neural Computing and Applications	4
9	IEEE Transactions on Fuzzy Systems	4
10	Neural Networks	3

Institutions with the most papers, since 2023
#	Institution	Papers
1	Deutsche Bundesbank	4
2	Indian Institute of Technology Indore	4
3	RMIT University	4
4	ARC Centre of Excellence for Automated Decision-Making and Society	3
5	Centre National de la Recherche Scientifique	3
6	ETH Zurich	3
7	KU Leuven	3
8	National University of Singapore	3
9	University of Florida	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	12
3	credit scoring	11
4	model interpretability	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	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	Journal Of Big Data	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	Journal Of Big Data	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	Artificial Intelligence Review	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	Data Mining and Knowledge Discovery	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	IEEE Transactions on Fuzzy Systems	2024-05-14	M. Sajid, A. K. Malik, M. Tanveer

Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

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. The whole network →

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	Dataset	60	40.0
Kaggle	Dataset	20	14.6
Australian Credit (UCI)	Dataset	15	251.8
Landsat	Dataset	12	26.8
MNIST / Fashion-MNIST	Dataset	11	4.2
Taiwan credit card default (UCI)	Dataset	8	111.9
OpenML	Dataset	7	37.7
Twitter / X	Dataset	7	0.7
Facebook	Dataset	6	0.8
ImageNet	Dataset	6	1.1
LendingClub	Dataset	6	28.0
ADNI	Dataset	5	8.6

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	Data Mining and Knowledge Discovery	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	Knowledge-Based Systems	Mirka Saarela, Prabha M. Kumarage	University of Jyväskylä
2026-10-17	Language modeling on tabular data: a survey of foundations, techniques and evolution	Artificial Intelligence Review	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 4, 2026, from https://scholar4ai.com/datasets/german-credit-uci-statlog

@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 = {2026-11-04},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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