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
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727 articles
articles
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
- 199 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
Accepted on 09 Mar 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
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
- 111 views
Original Research
Accepted on 04 Mar 2026
A Disease Potential-Driven Graph Attention Model for Comorbidity Risk Prediction of Hypertension
in Data Mining and Management
Frontiers in Big Data
Original Research
Accepted on 02 Mar 2026
Tree-Based Machine Learning Methods For Vehicle Insurance Claim Size Prediction
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
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
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
- 226 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
- 341 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
- 627 views
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
- 559 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
- 453 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
- 569 views
Original Research
Published on 04 Feb 2026
Modeling household adoption of IoT-based home security in Dhaka: a PLS–machine learning framework
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2026.1718710
- 587 views
Original Research
Published on 04 Feb 2026
Algorithmic recourse in sequential decision-making for long-term fairness
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2026.1750906
- 524 views
Original Research
Published on 02 Feb 2026
Adaptive core-enhanced latent factor model for highly accurate QoS prediction
in Data Mining and Management
Frontiers in Big Data
doi 10.3389/fdata.2026.1775728
- 446 views
Original Research
Published on 22 Jan 2026
Examining the influence of deterrent and enhancement factors on QR-code mobile payment continuance intention: insights from PLS-SEM and IPMA analysis
in Data Analytics for Social Impact
Frontiers in Big Data
doi 10.3389/fdata.2025.1679897
- 3,462 views
Original Research
Published on 22 Jan 2026
EnDuSecFed: an ensemble approach for privacy preserving Federated Learning with dual-security framework for sustainable healthcare
in Cybersecurity and Privacy
Frontiers in Big Data
doi 10.3389/fdata.2025.1659026
- 1,177 views
Original Research
Published on 16 Jan 2026
Big data approaches to bovine bioacoustics: a FAIR-compliant dataset and scalable ML framework for precision livestock welfare
in Data Science
Frontiers in Big Data
doi 10.3389/fdata.2025.1723155
- 1,580 views
- 1 citation