---
title: "Journal Of Big Data: 18 recent papers (last 30 days)"
description: "Journal Of Big Data published 18 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #42 of 239 journals."
url: https://scholar4ai.com/journals/journal-of-big-data
markdown_url: https://scholar4ai.com/journals/journal-of-big-data.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Journal Of Big Data published 18 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #42 of 239 journals."
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T14:52:47+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Journal Of Big Data

- 1 papers in the last 7 days
- category: AI
- publisher: Springer Science+Business Media
- ISSN 2196-1115

Back to the ranking: https://scholar4ai.com/rankings/journals.md

## Key findings

- Journal Of Big Data published 18 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #42 of 239 journals.
- Leading institutions: Ain Shams University (1), Lancaster University (1) and Nanjing University of Information Science and Technology (1).
- Countries: China (8), South Korea (3) and Egypt (2).
- From Oct 2023 to Sep 2026, Journal Of Big Data published 701 papers (19 a month on average, by publication date in OpenAlex).
- Its most frequent keywords over that period were “class imbalance” (52), “feature selection” (44) and “deep learning” (31).
- Its most-cited paper of the period is “Resampling approaches to handle class imbalance: a review from a data perspective” (2025-03-23), with 140 citations.

## The last 36 months

*Papers by publication date, Oct 2023 to Sep 2026*

| Oct 23–Sep 24 | Oct 24–Sep 25 | Oct 25–Sep 26 | 36 months |
|---:|---:|---:|---:|
| 168 | 270 | 263 | 701 |

*Most frequent keywords, Oct 2023 to Sep 2026*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | class imbalance | 52 |
| 2 | feature selection | 44 |
| 3 | deep learning | 31 |
| 4 | ensemble learning | 31 |
| 5 | [large language models](https://scholar4ai.com/keywords/large-language-models.md) | 30 |
| 6 | XGBoost | 29 |
| 7 | convolutional neural networks | 28 |
| 8 | metaheuristic optimization | 26 |
| 9 | hyperparameter optimization | 23 |
| 10 | machine learning | 23 |

*Most-cited papers published Oct 2023 to Sep 2026*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 140 | 7.3 | [Resampling approaches to handle class imbalance: a review from a data perspective](https://doi.org/10.1186/s40537-025-01119-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-03-23 | Miguel Martins Carvalho, Armando J. Pinho, Susana Brás |
| 2 | 109 | 10.3 | [Accuracy, precision, recall, f1-score, or MCC? empirical evidence from advanced statistics, ML, and XAI for evaluating business predictive models](https://doi.org/10.1186/s40537-025-01313-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-12-09 | Khaled Mahmud Sujon, rohayanti  binti hassan, Kwonhue Choi et al. |
| 3 | 103 | 6.6 | [Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends](https://doi.org/10.1186/s40537-025-01178-7) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-07-11 | Chukwuebuka Joseph Ejiyi, Dongsheng Cai, D. A. H. Thomas et al. |
| 4 | 89 | 5.3 | [Overview of leakage scenarios in supervised machine learning](https://doi.org/10.1186/s40537-025-01193-8) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-05-29 | Leonard Sasse, Eliana Nicolaisen‐Sobesky, Juergen Dukart et al. |
| 5 | 76 | 3.9 | [Adapting security and decentralized knowledge enhancement in federated learning using blockchain technology: literature review](https://doi.org/10.1186/s40537-025-01099-5) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2025-03-05 | Menna Mamdouh Orabi, O. E. Emam, Hanan Fahmy |

*Papers, newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-22 | [Survey on intelligent video surveillance](https://doi.org/10.1186/s40537-026-01560-z) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Mahmoud Elnady, Hossam E. Abdelmunim, Diaa Abidou et al. | Ain Shams University |
| 2026-10-17 | [SMWPF: a cloud-edge collaborative network enabled by large-small model collaboration for wind speed prediction](https://doi.org/10.1186/s40537-026-01570-x) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Chenyu Jing, Xin Liu, Xiaolong Xu et al. | Nanjing University of Information Science and Technology; China Meteorological Administration; Lancaster University |
| 2026-10-16 | [AMS-LPP: adaptive model selection for lightfastness property prediction in textile materials using similarity-guided transfer learning and AutoML](https://doi.org/10.1186/s40537-026-01585-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Murad Ali Khan, Muhammad Faseeh, Syed Shehryar Ali Naqvi et al. | Jeju National University |
| 2026-10-14 | [An analytical and machine learning approach to evaluating economic impacts of digital transformation](https://doi.org/10.1186/s40537-026-01583-6) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Munir Majdalawieh, S. Sheeja Rani, Maher Alaraj | Zayed University |
| 2026-10-13 | [Adaptive actor-critic framework for efficient and reliability-aware SFC deployment in mobile edge computing](https://doi.org/10.1186/s40537-026-01580-9) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yijiang Zhang, Yanfeng Fang, Wei Wang | Shaoxing University; Zhejiang Institute of Modern Textile Industry |
| 2026-10-13 | [AIRIME: a scalable adaptive RIME algorithm for feature optimization and data-driven monkeypox disease prediction](https://doi.org/10.1186/s40537-026-01482-w) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Mohamed Elhosseny, Mahmoud Abdel-Salam, Doaa Sami Khafaga et al. | Mansoura University; University of Sharjah; Princess Nourah bint Abdulrahman University; … |
| 2026-10-09 | [A multimodal deep learning-driven model for assessing drawing composition quality](https://doi.org/10.1186/s40537-026-01551-0) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yunhe Su, Xiaowen Feng | Hongik University; Yonsei University |
| 2026-10-09 | [UDSQ: a secure and efficient user-defined dynamic skyline query in online medical diagnosis](https://doi.org/10.1186/s40537-026-01581-8) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yong Wang, Xiaojie Xu, Xueli Nie et al. | Wannan Medical College; Anhui Normal University; Bengbu University; … |
| 2026-10-09 | [EEG-UDAF: A novel unsupervised domain adaptation framework leveraging dual-view frequency and spatio-temporal features for EEG-based emotion recognition](https://doi.org/10.1186/s40537-026-01584-5) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yufei Chen, Gang Zhou, Pengwei Wang et al. | Zhengzhou University |
| 2026-10-08 | [Can large language models assess enterprise digital transformation?](https://doi.org/10.1186/s40537-026-01573-8) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Zhenkun Zhou, Yihan He, Tao Ren | Capital University of Economics and Business |
| 2026-10-06 | [Anomaly detection in SAP S/4HANA using hybrid deep learning for multivariate time series data](https://doi.org/10.1186/s40537-026-01572-9) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Ram Reddy Jonnalagadda, B. P. Joshi, Kiran Kumar Reddy et al. | Osmania University; Graphic Era Hill University; Graphic Era University; … |
| 2026-10-05 | [A novel smart partial least squares-based model for analyzing key factors driving green finance and accounting companies’ performance in big data era](https://doi.org/10.1186/s40537-026-01575-6) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Hua Han, Ali Ehsani, Nader Naghshbandi et al. | Northwest Institute of Mining and Metallurgy; Arak University; Kharazmi University; … |
| 2026-10-05 | [Cloud-edge efficient image segmentation via lightweight multiscale attention learning](https://doi.org/10.1186/s40537-026-01577-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yujie Li, Huihui Zhang, Guoxu Liu et al. | Weifang University; Wonkwang University |
| 2026-10-04 | [Machine learning driven replication free storage optimization for wearable healthcare sensors](https://doi.org/10.1186/s40537-026-01579-2) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Meshari D. Alanazi | Jouf University |
| 2026-10-03 | [TED-FinRisk: a hybrid topic-enhanced framework for typologizing illegal fundraising risk from multi-source case texts](https://doi.org/10.1186/s40537-026-01574-7) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Wenchuan Kuang, Yusiyuan Chen, Chun Yang et al. | Fudan University; Pennsylvania State University |
| 2026-10-03 | [Kinematic-aware AIS preprocessing and bidirectional recurrent modeling for multi-output vessel trajectory prediction](https://doi.org/10.1186/s40537-026-01562-x) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Marilena Sinni, Dimitris M. Kyriazanos | National Centre of Scientific Research "Demokritos" |
| 2026-10-01 | [Detection of causality in sentences: a comparative study of ensemble and non-ensemble approaches across embedding paradigms with explainable AI](https://doi.org/10.1186/s40537-026-01553-y) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | C. H. Rohith, K. B. Sivachandra, Neethu Mohan et al. | Amrita Vishwa Vidyapeetham; Universitat Pompeu Fabra |
| 2026-10-01 | [A new algorithm for correcting irregular patterns associated with timestamp error in spatial correlated sensor data](https://doi.org/10.1186/s40537-026-01571-w) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Natalie D. Benschop, Temesgen Zewotir, Rajen Nithiseelan Naidoo | University of KwaZulu-Natal |

## Cite this page

Scholar4AI. (2026). Journal Of Big Data. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/journals/journal-of-big-data

```bibtex
@misc{scholar4ai-journals-journal-of-big-data,
  author = {{Scholar4AI}},
  title = {Journal Of Big Data},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/journals/journal-of-big-data}},
  urldate = {2026-10-26},
  note = {Journal 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/).