Original Research
Published on 10 Apr 2026
Evaluating the impact of OMOP-CDM on data quality insight generation in respiratory disease management
in Medicine and Public Health
Frontiers in Big Data
doi 10.3389/fdata.2026.1744885
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732 articles
articles
Original Research
Published on 07 Apr 2026
A reinforcement learning-guided interpretable method for postoperative sepsis prediction with Hilbert-Schmidt Independence Criterion
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2026.1811110
- 111 views
Original Research
Accepted on 06 Apr 2026
Novel Approach of Encrypted Network Traffic Classification using Deep Convolutional Neural Network with Artificial Bee Colony and Genetic Algorithm
in Cybersecurity and Privacy
Frontiers in Big Data
Original Research
Accepted on 03 Apr 2026
A Blockchain-Based Framework for Malware Detection Using Behavioral Artifact Analysis
in Data Science
Frontiers in Big Data
Original Research
Accepted on 02 Apr 2026
Fairness Across Domains: A Unified Fairness-aware Framework for Domain Generalization and Unsupervised Adaptation
in Data Mining and Management
Frontiers in Big Data
Original Research
Published on 02 Apr 2026
A disease potential-driven graph attention model for comorbidity risk prediction of hypertension
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2026.1814157
- 122 views
Original Research
Published on 01 Apr 2026
Toward robust social media sentiment for SMEs: a comparative study of dictionary-based and machine learning approaches with insights for hybrid methodologies
in Data Analytics for Social Impact
Frontiers in Big Data
doi 10.3389/fdata.2025.1594374
- 640 views
Hypothesis and Theory
Accepted on 30 Mar 2026
Optimizing Large-Scale Graph Database Ingestion Through Edge Value Ranking: A Proposed Framework
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
Original Research
Published on 23 Mar 2026
Tree-based machine learning methods for predicting vehicle insurance claim size
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2026.1778363
- 279 views
Original Research
Published on 17 Mar 2026
Fairer non-negative matrix factorization
in Data Science
Frontiers in Big Data
doi 10.3389/fdata.2026.1737043
- 173 views
Original Research
Accepted on 13 Mar 2026
Quantifying Energy and Accuracy Trade-offs of Federated Learning on Wearable Health Devices
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
Original Research
Published on 13 Mar 2026
FunduScope: a human-centered, machine learning–based interactive tool for training junior ophthalmologists in diabetic retinopathy detection
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2026.1676922
- 318 views
Systematic Review
Accepted on 11 Mar 2026
The Designing of a Transparent Hybrid Machine Learning Framework for Water Leak Detection: A Systematic Review
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
Original Research
Accepted on 11 Mar 2026
Generation of Kazakhstan's Unified National Testing variants using AI: a platform for automatic task creation with expert control
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
Original Research
Published on 09 Mar 2026
Jingdezhen ceramic culture in the digital era: a qualitative inquiry into digital dissemination and platform innovation
in Data Analytics for Social Impact
Frontiers in Big Data
doi 10.3389/fdata.2026.1752142
- 256 views
Original Research
Accepted on 27 Feb 2026
TCMB: Cross-Model Multi-Level Cross-Attention Network with Taylor-Based Loss for multimodal Fake News Detection
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
Original Research
Accepted on 27 Feb 2026
Beyond Performance Metrics: Demonstrating Generative AI's Unique Value Propositions in Cybersecurity Threat Detection through Hybrid Pipeline Integration
in Cybersecurity and Privacy
Frontiers in Big Data
- 101 views
Perspective
Accepted on 27 Feb 2026
Strategic Cyber Intelligence with Advanced Analytics in Latin America: A Perspective
in Cybersecurity and Privacy
Frontiers in Big Data
Original Research
Published on 27 Feb 2026
GFTrans: an on-the-fly static analysis framework for code performance profiling
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2026.1779935
- 291 views
Original Research
Published on 27 Feb 2026
Spatiotemporal deep learning framework for predictive behavioral threat detection in surveillance footage
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1770989
- 421 views
Original Research
Published on 09 Feb 2026
Federated learning for teacher data privacy protection: a study in the context of the PIPL
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2026.1681382
- 734 views
- 1 citation
Original Research
Published on 09 Feb 2026
A genetic algorithm-based framework for online sparse feature selection in data streams
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2026.1782461
- 653 views
Original Research
Published on 05 Feb 2026
Dynamic transfer learning with co-occurrence-guided multi-source fusion for urban spatio-temporal crime prediction
in Data Analytics for Social Impact
Frontiers in Big Data
doi 10.3389/fdata.2026.1697392
- 521 views
Original Research
Published on 04 Feb 2026
Depression detection through dual-stream modeling with large language models: a fusion-based transfer learning framework integrating BERT and T5 representations
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1651290
- 651 views