---
title: "Give Me Some Credit: research papers using this data"
description: "From Nov 2023 to Oct 2026, 7 archived papers mentioned Give Me Some Credit in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (1)."
url: https://scholar4ai.com/datasets/give-me-some-credit
markdown_url: https://scholar4ai.com/datasets/give-me-some-credit.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 7 archived papers mentioned Give Me Some Credit in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (1). (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)
---

# Give Me Some Credit

[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: Give Me Some 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, 7 archived papers mentioned Give Me Some Credit in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (1).
- Give Me Some Credit 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: AI (1).
- Most of them appeared in Data Mining and Knowledge Discovery (1).
- From 2017 to 2026 (so far), Give Me Some Credit was mentioned in 7 papers in the tracked journals, most of them in AI (5), operations research (1) and economics (1).
- 1 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Hong Kong University of Science and Technology (1), Imperial College London (1) and Istanbul University (1).
- The journals publishing most of them were Artificial Intelligence (1), Annals of Operations Research (1) and Artificial Intelligence Review (1).
- The most-cited of them is “Vertical Federated Learning: Concepts, Advances, and Challenges” (IEEE Transactions on Knowledge and Data Engineering, 2024), with 395 citations.

## 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 |
|---|---:|---:|---:|---:|
|  | 4 | 1 | 2 | 7 |

## 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 | 0 | 4 | 0 | 1 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 2 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Artificial Intelligence](https://scholar4ai.com/journals/artificial-intelligence.md) | 1 |
| 2 | [Annals of Operations Research](https://scholar4ai.com/journals/annals-of-operations-research.md) | 1 |
| 3 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 1 |
| 4 | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | 1 |
| 5 | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 1 |
| 6 | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 1 |
| 7 | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Hong Kong University of Science and Technology](https://scholar4ai.com/institutions/hong-kong-university-of-science-and-technology.md) | 1 |
| 2 | [Imperial College London](https://scholar4ai.com/institutions/imperial-college-london.md) | 1 |
| 3 | Istanbul University | 1 |
| 4 | Istanbul University-Cerrahpaşa | 1 |
| 5 | Khazar University | 1 |
| 6 | Mohamed bin Zayed University of Artificial Intelligence | 1 |
| 7 | Poznań University of Technology | 1 |
| 8 | Shanghai Artificial Intelligence Laboratory | 1 |
| 9 | [Tsinghua University](https://scholar4ai.com/institutions/tsinghua-university.md) | 1 |
| 10 | [University of Groningen](https://scholar4ai.com/institutions/university-of-groningen.md) | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 2 |
| 2 | United Kingdom | 2 |
| 3 | United Arab Emirates | 1 |
| 4 | Azerbaijan | 1 |
| 5 | Canada | 1 |
| 6 | Hong Kong | 1 |
| 7 | Iran | 1 |
| 8 | Netherlands | 1 |
| 9 | Poland | 1 |
| 10 | Turkey | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | counterfactual explanations | 2 |
| 2 | credit risk assessment | 2 |
| 3 | [explainable AI](https://scholar4ai.com/keywords/explainable-ai.md) | 2 |
| 4 | logistic regression | 2 |
| 5 | privacy-preserving machine learning | 2 |
| 6 | vertical federated learning | 2 |
| 7 | German credit dataset | 1 |
| 8 | [SHAP](https://scholar4ai.com/keywords/shap.md) | 1 |
| 9 | [artificial neural networks](https://scholar4ai.com/keywords/artificial-neural-networks.md) | 1 |
| 10 | asynchronous federated learning | 1 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 395 | 11.9 | [Vertical Federated Learning: Concepts, Advances, and Challenges](https://doi.org/10.1109/tkde.2024.3352628) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2024-01-26 | Yang Liu, Yan Kang, Tianyuan Zou et al. |
| 2 | 21 | 0.8 | [Comparison of the impact of dimensionality reduction and data splitting on classification performance in credit risk assessment](https://doi.org/10.1007/s10462-024-10904-1) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2024-08-13 | Cem Bulut, Emel Arslan |
| 3 | 9 | 0.3 | [Interval abstractions for robust counterfactual explanations](https://doi.org/10.1016/j.artint.2024.104218) | [Artificial Intelligence](https://scholar4ai.com/journals/artificial-intelligence.md) | 2024-09-02 | Junqi Jiang, Francesco Leofante, Antonio Rago et al. |
| 4 | 9 | 0.7 | [Graph-Based Inductive Learning for Credit Risk Prediction with Imbalance Mitigation](https://doi.org/10.1007/s10614-025-11114-9) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 2025-09-11 | Sogand Pourkhoshgoftar, Asadollah Shahbahrami, Nima Esmi |
| 5 | 6 | 0.2 | [Secure and fast asynchronous Vertical Federated Learning via cascaded hybrid optimization](https://doi.org/10.1007/s10994-024-06541-y) | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | 2024-06-27 | Ganyu Wang, Qingsong Zhang, Xiang Li et al. |

## Papers

*Papers mentioning Give Me Some Credit in the last 30 days, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-29 | [Extending PPCEF: probabilistically plausible counterfactual explanations for regression and heterogeneous tabular data](https://doi.org/10.1007/s10618-026-01286-9) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | Oleksii Furman, Ł.ukasz Lenkiewicz, Jerzy Stefanowski et al. | Wrocław University of Science and Technology; Poznań University of Technology |

## Cite this page

Scholar4AI. (2026). Give Me Some Credit. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/give-me-some-credit

```bibtex
@misc{scholar4ai-datasets-give-me-some-credit,
  author = {{Scholar4AI}},
  title = {Give Me Some Credit},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/give-me-some-credit}},
  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/).