Original Research
Accepted on 11 Feb 2026
GFTrans: An On-the-fly Static Analysis Framework for Code Performance Profiling
Frontiers in Big Data
716 Publications
volumes
Volume 9 - 2026
Original Research
Published on 09 Feb 2026
Federated learning for teacher data privacy protection: a study in the context of the PIPL
Frontiers in Big Data
doi 10.3389/fdata.2026.1681382
- 466 views
Original Research
Published on 09 Feb 2026
A genetic algorithm-based framework for online sparse feature selection in data streams
Frontiers in Big Data
doi 10.3389/fdata.2026.1782461
- 399 views
Original Research
Published on 05 Feb 2026
Dynamic transfer learning with co-occurrence-guided multi-source fusion for urban spatio-temporal crime prediction
Frontiers in Big Data
doi 10.3389/fdata.2026.1697392
- 335 views
Original Research
Published on 04 Feb 2026
Modeling household adoption of IoT-based home security in Dhaka: a PLS–machine learning framework
Frontiers in Big Data
doi 10.3389/fdata.2026.1718710
- 446 views
Original Research
Published on 04 Feb 2026
Algorithmic recourse in sequential decision-making for long-term fairness
Frontiers in Big Data
doi 10.3389/fdata.2026.1750906
- 415 views
Original Research
Accepted on 02 Feb 2026
FunduScope: A Human-Centered, Machine Learning–Based Interactive Tool for Training Junior Ophthalmologists in Diabetic Retinopathy Detection
Frontiers in Big Data
- 107 views
Original Research
Published on 02 Feb 2026
Adaptive core-enhanced latent factor model for highly accurate QoS prediction
Frontiers in Big Data
doi 10.3389/fdata.2026.1775728
- 354 views
Original Research
Accepted on 19 Jan 2026
Spatiotemporal Deep Learning Framework for Predictive Behavioral Threat Detection in Surveillance Footage
Frontiers in Big Data
- 200 views
Volume 8 - 2025
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
Frontiers in Big Data
doi 10.3389/fdata.2025.1651290
- 466 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
Frontiers in Big Data
doi 10.3389/fdata.2025.1679897
- 3,255 views
Original Research
Published on 22 Jan 2026
EnDuSecFed: an ensemble approach for privacy preserving Federated Learning with dual-security framework for sustainable healthcare
Frontiers in Big Data
doi 10.3389/fdata.2025.1659026
- 1,047 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
Frontiers in Big Data
doi 10.3389/fdata.2025.1723155
- 1,254 views
Original Research
Published on 14 Jan 2026
Deep learning-enabled hybrid systems for accurate recognition of text in seal images
Frontiers in Big Data
doi 10.3389/fdata.2025.1753871
- 829 views
Original Research
Published on 13 Jan 2026
Dynamic patterns of healthy lifestyle awareness after COVID-19: a study using Google Trends and joinpoint regression
Frontiers in Big Data
doi 10.3389/fdata.2025.1717592
- 823 views
Original Research
Published on 12 Jan 2026
Improving early liver metastasis detection in colorectal cancer using a weighted ensemble of ResNet50 and swin transformer: a KHCC study
Frontiers in Big Data
doi 10.3389/fdata.2025.1700292
- 1,421 views
Original Research
Published on 12 Jan 2026
Explainable attrition risk scoring for managerial retention decisions in human resource analytics
Frontiers in Big Data
doi 10.3389/fdata.2025.1699561
- 1,441 views
Original Research
Published on 09 Jan 2026
Decoding deception: state-of-the-art approaches to deep fake detection
Frontiers in Big Data
doi 10.3389/fdata.2025.1670833
- 2,114 views
Review
Published on 08 Jan 2026
Bias in AI systems: integrating formal and socio-technical approaches
Frontiers in Big Data
doi 10.3389/fdata.2025.1686452
- 1,973 views
Original Research
Published on 06 Jan 2026
Hybrid deep learning models for fake news detection: case study on Arabic and English languages
Frontiers in Big Data
doi 10.3389/fdata.2025.1683786
- 2,360 views
Original Research
Published on 05 Jan 2026
Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors
Frontiers in Big Data
doi 10.3389/fdata.2025.1676054
- 621 views
Systematic Review
Published on 02 Jan 2026
Application of artificial intelligence in cervical cytology: a systematic review of deep learning models, datasets, and reported metrics
Frontiers in Big Data
doi 10.3389/fdata.2025.1678863
- 1,729 views
Original Research
Published on 19 Dec 2025
Time series forecasting for bug resolution using machine learning and deep learning models
Frontiers in Big Data
doi 10.3389/fdata.2025.1745751
- 2,102 views
Original Research
Published on 18 Dec 2025
Transparent and trustworthy CyberSecurity: an XAI-integrated big data framework for phishing attack detection
Frontiers in Big Data
doi 10.3389/fdata.2025.1688091
- 2,680 views