---
title: "scikit-learn: papers citing this SourceForge repository"
description: "5 papers in the tracked journals link to the SourceForge repository scikit-learn in their Crossref records, the first in 2022; most of them (1) in 2026."
url: https://scholar4ai.com/code/sourceforge-scikit-learn
markdown_url: https://scholar4ai.com/code/sourceforge-scikit-learn.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "5 papers in the tracked journals link to the SourceForge repository scikit-learn in their Crossref records, the first in 2022; most of them (1) in 2026. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# scikit-learn: papers linking to it

Research papers in the 480 tracked journals that link to scikit-learn (https://sourceforge.net/projects/scikit-learn/), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

- SourceForge
- https://sourceforge.net/projects/scikit-learn/

All repositories: https://scholar4ai.com/code.md

## Key findings

- 5 papers in the tracked journals link to the SourceForge repository scikit-learn in their Crossref records, the first in 2022; most of them (1) in 2026.
- By category: AI (3), Economics (1) and Higher Education and Research (1); the journals with the most are Expert Systems with Applications (2), Asia-Pacific Journal of Regional Science (1) and Scientometrics (1).

## By year

*Papers linking to scikit-learn by publication year*

| Year | Papers |
|---|---:|
| 2022 | 1 |
| 2023 | 1 |
| 2024 | 1 |
| 2025 | 1 |
| 2026 | 1 |

## Journals

*Journals whose papers link to scikit-learn most*

| Journal | Papers |
|---|---:|
| [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2 |
| [Asia-Pacific Journal of Regional Science](https://scholar4ai.com/journals/asia-pacific-journal-of-regional-science.md) | 1 |
| [Scientometrics](https://scholar4ai.com/journals/scientometrics.md) | 1 |
| [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 1 |

## Papers

*Papers linking to scikit-learn, most cited first*

| Published | Title | Journal | Authors | Citations | Link |
|---|---|---|---|---:|---|
| 2023-08-28 | [Multi-objective robust parameter optimization using the extended and weighted k-means (EWK-means) clustering in laser powder bed fusion (LPBF)](https://doi.org/10.1016/j.eswa.2023.121349) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Adrian Matias Chung Baek, Eunju Park, Minkyu Seong et al. | 25 | cites it |
| 2025-04-16 | [Multi-objective optimization and predictive analytics of strength and embodied impacts of CDW-based geopolymers using various machine learning approaches](https://doi.org/10.1007/s00521-025-11191-9) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | Obaid Ur Rahman Mahmoodi, Hocine Siad, Mohamed Lachemi et al. | 11 | cites it |
| 2024-07-09 | [Understanding and predicting lapses in mortgage life insurance using a machine learning approach](https://doi.org/10.1016/j.eswa.2024.124753) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Carlos Manteigas, Nuno António | 5 | cites it |
| 2022-02-05 | [TeknoAssistant : a domain specific tech mining approach for technical problem-solving support](https://doi.org/10.1007/s11192-022-04280-2) | [Scientometrics](https://scholar4ai.com/journals/scientometrics.md) | Gaizka Garechana, Rosa María Río Belver, Enara Zarrabeitia Bilbao et al. | 3 | cites it |
| 2026-05-20 | [Probabilistic vulnerability analysis of converted rice fields in the mamminasata urban area](https://doi.org/10.1007/s41685-026-00433-w) | [Asia-Pacific Journal of Regional Science](https://scholar4ai.com/journals/asia-pacific-journal-of-regional-science.md) | Ahmad Firman Ashari, Risma Neswati, Samsu Arif | 1 | cites it |

## How this is measured

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

## Cite this page

Scholar4AI. (2026). scikit-learn: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/sourceforge-scikit-learn

```bibtex
@misc{scholar4ai-code-sourceforge-scikit-learn,
  author = {{Scholar4AI}},
  title = {scikit-learn: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/sourceforge-scikit-learn}},
  urldate = {2026-11-03},
  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/).