Scholar4AI Updated 2026-10-26 14:52 UTC+09:00

Journal Of Big Data

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

← Papers per journal

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#

Oct 23: 14 papersNov 23: 10 papersDec 23: 5 papersJan 24: 20 papersFeb 24: 17 papersMar 24: 8 papersApr 24: 15 papersMay 24: 19 papersJun 24: 11 papersJul 24: 9 papersAug 24: 21 papersSep 24: 19 papersOct 24: 17 papersNov 24: 15 papersDec 24: 11 papersJan 25: 21 papersFeb 25: 31 papersMar 25: 24 papersApr 25: 32 papersMay 25: 31 papersJun 25: 14 papersJul 25: 41 papersAug 25: 20 papersSep 25: 13 papersOct 25: 14 papersNov 25: 29 papersDec 25: 21 papersJan 26: 12 papersFeb 26: 26 papersMar 26: 27 papersApr 26: 20 papersMay 26: 30 papersJun 26: 15 papersJul 26: 21 papersAug 26: 31 papersSep 26: 17 papers
Oct 23Sep 26
Papers by publication date, Oct 2023 to Sep 2026
Oct 23–Sep 24Oct 24–Sep 25Oct 25–Sep 2636 months
168270263701
Most frequent keywords, Oct 2023 to Sep 2026
#KeywordPapers
1class imbalance52
2feature selection44
3deep learning31
4ensemble learning31
5large language models30
6XGBoost29
7convolutional neural networks28
8metaheuristic optimization26
9hyperparameter optimization23
10machine learning23
Most-cited papers published Oct 2023 to Sep 2026
#CitationsPer monthTitleJournalPublishedAuthors
11407.3Resampling approaches to handle class imbalance: a review from a data perspectiveJournal Of Big Data2025-03-23Miguel Martins Carvalho, Armando J. Pinho, Susana Brás
210910.3Accuracy, precision, recall, f1-score, or MCC? empirical evidence from advanced statistics, ML, and XAI for evaluating business predictive modelsJournal Of Big Data2025-12-09Khaled Mahmud Sujon, rohayanti binti hassan, Kwonhue Choi et al.
31036.6Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trendsJournal Of Big Data2025-07-11Chukwuebuka Joseph Ejiyi, Dongsheng Cai, D. A. H. Thomas et al.
4895.3Overview of leakage scenarios in supervised machine learningJournal Of Big Data2025-05-29Leonard Sasse, Eliana Nicolaisen‐Sobesky, Juergen Dukart et al.
5763.9Adapting security and decentralized knowledge enhancement in federated learning using blockchain technology: literature reviewJournal Of Big Data2025-03-05Menna Mamdouh Orabi, O. E. Emam, Hanan Fahmy
Papers, newest first.
DateTitleJournalAuthorsAffiliations
2026-10-22Survey on intelligent video surveillanceJournal Of Big DataMahmoud Elnady, Hossam E. Abdelmunim, Diaa Abidou et al.Ain Shams University
2026-10-17SMWPF: a cloud-edge collaborative network enabled by large-small model collaboration for wind speed predictionJournal Of Big DataChenyu Jing, Xin Liu, Xiaolong Xu et al.Nanjing University of Information Science and Technology; China Meteorological Administration; Lancaster University
2026-10-16AMS-LPP: adaptive model selection for lightfastness property prediction in textile materials using similarity-guided transfer learning and AutoMLJournal Of Big DataMurad Ali Khan, Muhammad Faseeh, Syed Shehryar Ali Naqvi et al.Jeju National University
2026-10-14An analytical and machine learning approach to evaluating economic impacts of digital transformationJournal Of Big DataMunir Majdalawieh, S. Sheeja Rani, Maher AlarajZayed University
2026-10-13Adaptive actor-critic framework for efficient and reliability-aware SFC deployment in mobile edge computingJournal Of Big DataYijiang Zhang, Yanfeng Fang, Wei WangShaoxing University; Zhejiang Institute of Modern Textile Industry
2026-10-13AIRIME: a scalable adaptive RIME algorithm for feature optimization and data-driven monkeypox disease predictionJournal Of Big DataMohamed Elhosseny, Mahmoud Abdel-Salam, Doaa Sami Khafaga et al.Mansoura University; University of Sharjah; Princess Nourah bint Abdulrahman University; …
2026-10-09A multimodal deep learning-driven model for assessing drawing composition qualityJournal Of Big DataYunhe Su, Xiaowen FengHongik University; Yonsei University
2026-10-09UDSQ: a secure and efficient user-defined dynamic skyline query in online medical diagnosisJournal Of Big DataYong Wang, Xiaojie Xu, Xueli Nie et al.Wannan Medical College; Anhui Normal University; Bengbu University; …
2026-10-09EEG-UDAF: A novel unsupervised domain adaptation framework leveraging dual-view frequency and spatio-temporal features for EEG-based emotion recognitionJournal Of Big DataYufei Chen, Gang Zhou, Pengwei Wang et al.Zhengzhou University
2026-10-08Can large language models assess enterprise digital transformation?Journal Of Big DataZhenkun Zhou, Yihan He, Tao RenCapital University of Economics and Business
2026-10-06Anomaly detection in SAP S/4HANA using hybrid deep learning for multivariate time series dataJournal Of Big DataRam Reddy Jonnalagadda, B. P. Joshi, Kiran Kumar Reddy et al.Osmania University; Graphic Era Hill University; Graphic Era University; …
2026-10-05A novel smart partial least squares-based model for analyzing key factors driving green finance and accounting companies’ performance in big data eraJournal Of Big DataHua Han, Ali Ehsani, Nader Naghshbandi et al.Northwest Institute of Mining and Metallurgy; Arak University; Kharazmi University; …
2026-10-05Cloud-edge efficient image segmentation via lightweight multiscale attention learningJournal Of Big DataYujie Li, Huihui Zhang, Guoxu Liu et al.Weifang University; Wonkwang University
2026-10-04Machine learning driven replication free storage optimization for wearable healthcare sensorsJournal Of Big DataMeshari D. AlanaziJouf University
2026-10-03TED-FinRisk: a hybrid topic-enhanced framework for typologizing illegal fundraising risk from multi-source case textsJournal Of Big DataWenchuan Kuang, Yusiyuan Chen, Chun Yang et al.Fudan University; Pennsylvania State University
2026-10-03Kinematic-aware AIS preprocessing and bidirectional recurrent modeling for multi-output vessel trajectory predictionJournal Of Big DataMarilena Sinni, Dimitris M. KyriazanosNational Centre of Scientific Research "Demokritos"
2026-10-01Detection of causality in sentences: a comparative study of ensemble and non-ensemble approaches across embedding paradigms with explainable AIJournal Of Big DataC. H. Rohith, K. B. Sivachandra, Neethu Mohan et al.Amrita Vishwa Vidyapeetham; Universitat Pompeu Fabra
2026-10-01A new algorithm for correcting irregular patterns associated with timestamp error in spatial correlated sensor dataJournal Of Big DataNatalie D. Benschop, Temesgen Zewotir, Rajen Nithiseelan NaidooUniversity 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

@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}
}

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