---
title: "KEEL: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 31 archived papers mentioned KEEL in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2024 (4)."
url: https://scholar4ai.com/datasets/keel
markdown_url: https://scholar4ai.com/datasets/keel.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 31 archived papers mentioned KEEL in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2024 (4). (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)
---

# KEEL

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/4.md)

Repositories and competition platforms that host many tabular and other datasets.

- data category: Public machine learning repositories
- 0 papers in the last 7 days
- Names searched for: KEEL repository, KEEL dataset, KEEL

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Public machine learning repositories datasets: https://scholar4ai.com/datasets/public-machine-learning-repositories.md



## Key findings

- From Nov 2023 to Oct 2026, 31 archived papers mentioned KEEL in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2024 (4).
- No paper of the tracked journals mentioned KEEL in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), KEEL was mentioned in 45 papers in the tracked journals, most of them in AI (43) and information systems (2).
- 8 of them were published in 2025, against 2 in 2017.
- Since 2023, the institutions with the most of these papers were Indian Institute of Technology Indore (11), University of Technology Sydney (2) and Aberystwyth University (1).
- The journals publishing most of them were IEEE Transactions on Fuzzy Systems (7), Pattern Recognition (3) and Machine Learning (3).
- The most-cited of them is “Gaussian Distribution Based Oversampling for Imbalanced Data Classification” (IEEE Transactions on Knowledge and Data Engineering, 2020), with 143 citations.
- Papers use KEEL most often with UCI Machine Learning Repository (16), ADNI (9) and German Credit (UCI Statlog) (4); it has 3 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 |
|---|---:|---:|---:|---:|
|  | 17 | 9 | 5 | 31 |

## 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) | 2 | 1 | 1 | 5 | 0 | 2 | 3 | 18 | 8 | 3 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 |
| All categories | 2 | 1 | 1 | 5 | 0 | 3 | 3 | 19 | 8 | 3 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [IEEE Transactions on Fuzzy Systems](https://scholar4ai.com/journals/ieee-transactions-on-fuzzy-systems.md) | 7 |
| 2 | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 3 |
| 3 | [Machine Learning](https://scholar4ai.com/journals/machine-learning.md) | 3 |
| 4 | [Information Fusion](https://scholar4ai.com/journals/information-fusion.md) | 3 |
| 5 | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 3 |
| 6 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2 |
| 7 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2 |
| 8 | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 2 |
| 9 | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2 |
| 10 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Indian Institute of Technology Indore | 11 |
| 2 | [University of Technology Sydney](https://scholar4ai.com/institutions/university-of-technology-sydney.md) | 2 |
| 3 | Aberystwyth University | 1 |
| 4 | Aligarh Muslim University | 1 |
| 5 | Auburn University | 1 |
| 6 | Children's Hospital of Chongqing Medical University | 1 |
| 7 | Chongqing Medical University | 1 |
| 8 | Chongqing Normal University | 1 |
| 9 | [Chongqing University](https://scholar4ai.com/institutions/chongqing-university.md) | 1 |
| 10 | [Chongqing University of Posts and Telecommunications](https://scholar4ai.com/institutions/chongqing-university-of-posts-and-telecommunications.md) | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | India | 11 |
| 2 | China | 5 |
| 3 | Australia | 3 |
| 4 | Spain | 2 |
| 5 | United Kingdom | 2 |
| 6 | Netherlands | 2 |
| 7 | United States | 2 |
| 8 | United Arab Emirates | 1 |
| 9 | Brazil | 1 |
| 10 | Canada | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | [class imbalance](https://scholar4ai.com/keywords/class-imbalance.md) | 12 |
| 2 | twin support vector machine | 6 |
| 3 | imbalanced classification | 5 |
| 4 | label noise | 5 |
| 5 | [computational efficiency](https://scholar4ai.com/keywords/computational-efficiency.md) | 4 |
| 6 | oversampling | 4 |
| 7 | classification | 3 |
| 8 | granular balls | 3 |
| 9 | granular computing | 3 |
| 10 | [interpretability](https://scholar4ai.com/keywords/interpretability.md) | 3 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 143 | 1.8 | [Gaussian Distribution Based Oversampling for Imbalanced Data Classification](https://doi.org/10.1109/tkde.2020.2985965) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2020-04-10 | Yuxi Xie, Min Qiu, Haibo Zhang et al. |
| 2 | 108 | 1.3 | [Entropy and Confidence-Based Undersampling Boosting Random Forests for Imbalanced Problems](https://doi.org/10.1109/tnnls.2020.2964585) | [IEEE Transactions on Neural Networks and Learning Systems](https://scholar4ai.com/journals/ieee-transactions-on-neural-networks-and-learning-systems.md) | 2020-01-24 | Zhe Wang, Chenjie Cao, Yujin Zhu |
| 3 | 87 | 1.1 | [On the Accuracy–Complexity Tradeoff of Fuzzy Broad Learning System](https://doi.org/10.1109/tfuzz.2020.3009757) | [IEEE Transactions on Fuzzy Systems](https://scholar4ai.com/journals/ieee-transactions-on-fuzzy-systems.md) | 2020-07-16 | Shuang Feng, C. L. Philip Chen, Lili Xu et al. |
| 4 | 65 | 0.6 | [Adaptive Ensembling of Semi-Supervised Clustering Solutions](https://doi.org/10.1109/tkde.2017.2695615) | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 2017-04-19 | Zhiwen Yu, Zongqiang Kuang, Jiming Liu et al. |
| 5 | 61 | 3.1 | [Hierarchical Fuzzy Topological System for High-Dimensional Data Regression Problems](https://doi.org/10.1109/tfuzz.2025.3549791) | [IEEE Transactions on Fuzzy Systems](https://scholar4ai.com/journals/ieee-transactions-on-fuzzy-systems.md) | 2025-03-13 | Mengxue Yao, Taoyan Zhao, Jiangtao Cao et al. |

## Used together with

Papers use KEEL most often with UCI Machine Learning Repository (16), ADNI (9) and German Credit (UCI Statlog) (4); it has 3 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.

*What papers use KEEL 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 | 16 | 27.0 |
| [ADNI](https://scholar4ai.com/datasets/adni.md) | Dataset | 9 | 39.0 |
| [German Credit (UCI Statlog)](https://scholar4ai.com/datasets/german-credit-uci-statlog.md) | Dataset | 4 | 37.3 |

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

## Cite this page

Scholar4AI. (2026). KEEL. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/keel

```bibtex
@misc{scholar4ai-datasets-keel,
  author = {{Scholar4AI}},
  title = {KEEL},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/keel}},
  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/).