Frontiers in Big Data: Impact Factor 2026, APC, Indexing and Published Papers

01Impact factor

02Fee waivers

03Indexing

Indexing of Frontiers in Big Data

eISSN

2624-909X

Publisher

Frontiers Media SA

Country

Switzerland

Language

English

Scopus source type

Journal

Web of Science categories

Computer Science, Information Systems, Computer Science, Interdisciplinary Applications, Multidisciplinary Sciences

From the indexing lists used on ScholarsColab, updated 1 March 2026. Indexing can change: confirm on the Web of Science Master Journal List or the Scopus source list before submitting. Official Journal Impact Factors and JCR quartiles are published by Clarivate; the impact factor and quartile on this page are calculated from OpenAlex open data (see how the impact factor works).

04What it publishes

What Frontiers in Big Data publishes: real papers

Words that appear most often in the titles of the papers published here that we track. Choose one to see those papers:

05Published papers

Papers published in Frontiers in Big Data

Papers from the publication records ScholarsColab tracks, with their year and citations. Author names are not shown.

1. KATENA: a verifiable governance architecture for encrypted cloud storage systems20260 citations
2. Quantifying energy and accuracy trade-offs of federated learning on wearable health devices20260 citations
3. Bias in AI systems: integrating formal and socio-technical approaches20260 citations
4. Novel approach of encrypted network traffic classification using deep convolutional neural network with Artificial Bee Colony and Genetic Algorithm20260 citations
5. Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors20260 citations
6. Inner layer security reinforcement for instant payment systems: a dual layer encryption-steganography evaluation in Brunei's digital payment context20260 citations
7. Enhancing smart home environments: a novel pattern recognition approach to ambient acoustic event detection and localization20250 citations
8. Collaborative filtering based on nonnegative/binary matrix factorization20250 citations
9. Inferring causal interplay between air pollution and meteorology20250 citations
10. Transparent and trustworthy CyberSecurity: an XAI-integrated big data framework for phishing attack detection20250 citations
11. (KAUH-BCMD) dataset: advancing mammographic breast cancer classification with multi-fusion preprocessing and residual depth-wise network20250 citations
12. On explaining recommendations with Large Language Models: a review20250 citations
13. CrossDF: improving cross-domain deepfake detection with deep information decomposition20250 citations
14. OCT-SelfNet: a self-supervised framework with multi-source datasets for generalized retinal disease detection20250 citations
15. Posterior averaging with Gaussian naive Bayes and the R package RandomGaussianNB for big-data classification20250 citations
16. Enhanced SQL injection detection using chi-square feature selection and machine learning classifiers20250 citations
17. Analysis and prediction of atmospheric ozone concentrations using machine learning20250 citations
18. LLM-as-a-Judge: automated evaluation of search query parsing using large language models20250 citations
19. Prediction model of middle school student performance based on MBSO and MDBO-BP-Adaboost method20250 citations
20. LLM-supported collaborative ontology design for data and knowledge management platforms20250 citations
21. Research on optimization of personalized recommendation method based on RFMQ model—taking outdoor sports products in cross-border e-commerce as an …20250 citations
22. When we talk about Big Data, What do we really mean? Toward a more precise definition of Big Data20240 citations
23. Utilizing big data and deep learning to improve healthcare intelligence and biomedical service delivery20240 citations
24. Cybermycelium: a reference architecture for domain-driven distributed big data systems20240 citations
25. Reviews in recommender systems: 202220240 citations
26. Data pipeline for real-time energy consumption data management and prediction20240 citations
27. Equitable differential privacy20240 citations
28. An encoding framework for binarized images using hyperdimensional computing20240 citations
29. Ctab-gan+: Enhancing tabular data synthesis20240 citations
30. Particulate matter forecast and prediction in Curitiba using machine learning20240 citations
31. A comprehensive investigation of clustering algorithms for User and Entity Behavior Analytics20240 citations
32. Exploring code portability solutions for HEP with a particle tracking test code20240 citations
33. Edge-level multi-constraint graph pattern matching with lung cancer knowledge graph20240 citations
34. How critical is SME financial literacy and digital financial access for financial and economic development in the expanded BRICS block?20240 citations
35. Knowledge-based recommender systems: overview and research directions20240 citations
36. Analyzing political party positions through multi-language twitter text embeddings20240 citations
37. Enhancing cancer stage prediction through hybrid deep neural networks: a comparative study20240 citations
38. A systematic literature review on the impact of AI models on the security of code generation20240 citations
39. The role of big data in financial technology toward financial inclusion20240 citations
40. Tradescantia response to air and soil pollution, stamen hair cells dataset and ANN color classification20240 citations
41. Efficacy of federated learning on genomic data: a study on the UK Biobank and the 1000 Genomes Project20240 citations
42. Internet of Medical Things and computational intelligence in healthcare 4.020240 citations
43. An enhanced whale optimization algorithm for task scheduling in edge computing environments20240 citations
44. Sentiment analysis of COP9-related tweets: a comparative study of pre-trained models and traditional techniques20240 citations
45. Stable tensor neural networks for efficient deep learning20240 citations
46. Ensemble-based classification approach for PM2. 5 concentration forecasting using meteorological data20230 citations
47. Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation20230 citations
48. Sustainable energy policies from a complexity perspective20230 citations
49. Review OSINT tool for social engineering20230 citations
50. Comorbidity network analysis using graphical models for electronic health records20230 citations
51. Anemia detection through non-invasive analysis of lip mucosa images20230 citations
52. ActiveReach: an active learning framework for approximate reachability query answering in large-scale graphs20230 citations
53. Spatial data analysis for intelligent buildings: Awareness of context and data uncertainty20230 citations
54. MedGraph: A semantic biomedical information retrieval framework using knowledge graph embedding for PubMed20230 citations
55. Smart cities challenges, technologies and trends20230 citations
56. Real-time arrhythmia detection using convolutional neural networks20230 citations
57. Using machine learning to improve neutron identification in water Cherenkov detectors20230 citations
58. Cybersecurity and artificial intelligence: advances, challenges, opportunities, threats20230 citations
59. Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection20230 citations
60. Integrating geometries of ReLU feedforward neural networks20230 citations
61. Conceptual design of a decision knowledge service model integrating a multi-agent supply relationship diagram for electric power emergency equipment20230 citations
62. Navigating the microarray landscape: a comprehensive review of feature selection techniques and their applications20230 citations
63. Natural and artificial dynamics in graphs: Concept, progress, and future20230 citations
64. LISTEN: lived experiences of Long COVID: a social media analysis of mental health and supplement use20230 citations
65. Modern Hopfield Networks for graph embedding20230 citations
66. Pharmacogenomics driven decision support prototype with machine learning: A framework for improving patient care20230 citations
67. Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks20230 citations
68. The ethics of AI-assisted warfighter enhancement research and experimentation: Historical perspectives and ethical challenges20230 citations
69. Socio-technical system analysis of responsible data sharing in water systems as critical infrastructure20230 citations
70. A fashion product recommendation based on adaptive VPKNN-NET algorithm without fuzzy similar image20230 citations
71. Natural language processing for humanitarian action: Opportunities, challenges, and the path toward humanitarian NLP20230 citations
72. A 3D mixed reality visualization of network topology and activity results in better dyadic cyber team communication and cyber situational awareness20230 citations
73. Identifying and addressing data asymmetries so as to enable (better) science20230 citations
74. A stacked ensemble machine learning model for the prediction of pentavalent 3 vaccination dropout in East Africa20230 citations
75. Sliding window based rare partial periodic pattern mining algorithms over temporal data streams20230 citations
76. Comprehensive review for healthcare data quality challenges in blockchain technology20230 citations
77. A concentric circles view of health data relations facilitates understanding of sociotechnical challenges for learning health systems and the role of federated data …20230 citations
78. Fair classification via domain adaptation: A dual adversarial learning approach20230 citations
79. Data-driven classification and explainable-AI in the field of lung imaging20230 citations
80. Dynamic transfer learning with progressive meta-task scheduler20230 citations
81. The effects of long COVID-19, its severity, and the need for immediate attention: analysis of clinical trials and Twitter data20230 citations
82. Graph learning for particle accelerator operations20230 citations
83. Constructing a metadata knowledge graph as an atlas for demystifying AI pipeline optimization20230 citations
84. A solution and practice for combining multi-source heterogeneous data to construct enterprise knowledge graph20230 citations
85. AI-based radiodiagnosis using chest X-rays: A review20230 citations
86. Artificial intelligence for the detection of acute myeloid leukemia from microscopic blood images; a systematic review and meta-analysis20230 citations
87. Blockchain-enabled access control to prevent cyber attacks in IoT: Systematic literature review20230 citations
88. Enhancing sentiment and intent analysis in public health via fine-tuned Large Language Models on tobacco and e-cigarette-related tweets20230 citations
89. The digitized chronic disease management model: scalable strategies for implementing standardized healthcare and big data analytics in Shanghai20230 citations
90. Benchmarking open source and paid services for speech to text: an analysis of quality and input variety20230 citations
91. Just preparation for war and AI-enabled weapons20230 citations
92. Real-time recommendations for energy-efficient appliance usage in households20230 citations
93. Deep learning estimation of northern hemisphere soil freeze-thaw dynamics using satellite multi-frequency microwave brightness temperature observations20230 citations
94. Unsupervised machine learning model for detecting anomalous volumetric modulated arc therapy plans for lung cancer patients20230 citations
95. Multi-list interfaces for recommender systems: survey and future directions20230 citations
96. Untangling classification methods for melanoma skin cancer20220 citations
97. Development of a machine learning approach for local-scale ozone forecasting: application to Kennewick, WA20220 citations
98. Ethical views on sharing digital data for public health surveillance: analysis of survey data among patients20220 citations
99. Automated detection of vaping-related tweets on Twitter during the 2019 EVALI outbreak using machine learning classification20220 citations
100. Ethics of AI in radiology: a review of ethical and societal implications20220 citations
101. Maximum likelihood reconstruction of water Cherenkov events with deep generative neural networks20220 citations
102. Exploring the use of topological data analysis to automatically detect data quality faults20220 citations
103. Effects of feature-based explanation and its output modality on user satisfaction with service recommender systems20220 citations
104. Contagion dynamics for manifold learning20220 citations
105. Fair digital twins for data-intensive research20220 citations
106. A methodology for evaluating operator usage of machine learning recommendations for power grid contingency analysis20220 citations
107. Improving variational autoencoders for new physics detection at the LHC with normalizing flows20220 citations
108. Causal inference in the presence of interference in sponsored search advertising20220 citations
109. Scaling Graph Propagation Kernels for Predictive Learning20220 citations
110. Graph neural networks for charged particle tracking on FPGAs20220 citations
111. Adversarial robustness of deep reinforcement learning based dynamic recommender systems20220 citations
112. BurnoutEnsemble: augmented intelligence to detect indications for burnout in clinical psychology20220 citations
113. When patients recover from covid-19: Data-driven insights from wearable technologies20220 citations
114. Daily spatial complete soil moisture mapping over southeast China using CYGNSS and MODIS data20220 citations
115. Deep learning approach for assessing air quality during COVID-19 lockdown in Quito20220 citations
116. Blockchain for Electronic Vaccine Certificates: More Cons Than Pros?20220 citations
117. big data management in industry 4.020210 citations
118. Autotuning of exascale applications with anomalies detection20210 citations
119. Principles and practice of explainable machine learning20210 citations
120. Named data networking for genomics data management and integrated workflows20210 citations
121. User, usage and usability: Redefining human centric cyber security20210 citations
122. Proximity-based compression for network embedding20210 citations
123. Data consistency for data-driven smart energy assessment20210 citations
124. Conditional-GAN based data augmentation for deep learning task classifier improvement using fNIRS data20210 citations
125. A policy and practice review of consumer protections and their application to hospital-sourced data aggregation and analytics by third-party companies20210 citations
126. A policy-driven approach to secure extraction of covid-19 data from research papers20210 citations
127. Knowledge-infused learning for entity prediction in driving scenes20210 citations
128. Deep graph mapper: Seeing graphs through the neural lens20210 citations
129. Margin: Uncovering deep neural networks using graph signal analysis20210 citations
130. DroughtCast: A machine learning forecast of the United States drought monitor20210 citations
131. Distance-weighted graph neural networks on FPGAs for real-time particle reconstruction in high energy physics20210 citations
132. Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing20210 citations
133. A predictive maintenance model for flexible manufacturing in the context of industry 4.020210 citations
134. Up-to-the-Minute Privacy Policies via Gossips in Participatory Epidemiological Studies20210 citations
135. Benchmarking of data-driven causality discovery approaches in the interactions of arctic sea ice and atmosphere20210 citations
136. Decentralized but globally coordinated biodiversity data20200 citations
137. Vulnerabilities of connectionist AI applications: evaluation and defense20200 citations
138. Considerations for a more ethical approach to data in AI: On data representation and infrastructure20200 citations
139. FoodKG: A tool to enrich knowledge graphs using machine learning techniques20200 citations
140. Variational autoencoder modular Bayesian networks for simulation of heterogeneous clinical study data20200 citations
141. Interdisciplinary research in artificial intelligence: challenges and opportunities20200 citations
142. Accelerating spatial cross-matching on cpu-gpu hybrid platform with cuda and openacc20200 citations
143. Quantitatively measuring privacy in interactive query settings within rdbms framework20200 citations
144. Next-generation digital ecosystem for climate data mining and knowledge discovery: a review of digital data collection technologies20200 citations
145. A digital nudge to counter confirmation bias20190 citations
146. Deep representation learning for social network analysis20190 citations
147. A review of microsoft academic services for science of science studies20190 citations
148. You can't see me: Anonymizing graphs using the szemerédi regularity lemma20190 citations
149. Identifying dynamic memory effects on vegetation state using recurrent neural networks20190 citations
150. AI for not bad20190 citations
151. Misc-GAN: A multi-scale generative model for graphs20190 citations
152. From big scholarly data to solution-oriented knowledge repository20190 citations

06Reviewer comments

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