Original Research
Accepted on 30 Apr 2026
Data Field Theory: A Geometric Framework for Learning on Riemannian Manifolds with Synthetic Validation and Limitation Analysis
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
Type at least 3 characters
106 articles
articles
Systematic Review
Published on 24 Apr 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
doi 10.3389/fdata.2026.1761377
- 370 views
Systematic Review
Accepted on 22 Apr 2026
The Role of Statistical Methods and Artificial Intelligence in Inventory Management for Manufacturing Industries: A Systematic Literature Review
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
- 249 views
Methods
Accepted on 21 Apr 2026
A Longitudinal Multimodal Big Data Infrastructure for Precision Poultry Monitoring
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
- 238 views
Original Research
Accepted on 20 Apr 2026
Facial expression recognition based on explainable AI integration with machine learning algorithms
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
- 202 views
Original Research
Published on 17 Apr 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
doi 10.3389/fdata.2026.1772101
- 451 views
Original Research
Accepted on 13 Apr 2026
Cheatomaly: Weakly Supervised Video Anomaly Ranking for Exam Detection Using Vision Transformers
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
- 200 views
Original Research
Accepted on 13 Apr 2026
Detection and Classification of Lung Cancer Using Sequential Hybridization of CNN and RNN Type Architectures
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
- 188 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
- 243 views
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
- 557 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
- 300 views
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
- 428 views
- 1 citation
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
- 244 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
- 810 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
- 858 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
- 713 views
Original Research
Published on 12 Jan 2026
Explainable attrition risk scoring for managerial retention decisions in human resource analytics
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1699561
- 3,033 views
Original Research
Published on 09 Jan 2026
Decoding deception: state-of-the-art approaches to deep fake detection
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1670833
- 3,266 views
- 1 citation
Review
Published on 08 Jan 2026
Bias in AI systems: integrating formal and socio-technical approaches
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1686452
- 5,444 views
Original Research
Published on 06 Jan 2026
Hybrid deep learning models for fake news detection: case study on Arabic and English languages
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1683786
- 3,856 views
Original Research
Published on 05 Jan 2026
Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1676054
- 881 views
Original Research
Published on 11 Dec 2025
Posterior averaging with Gaussian naive Bayes and the R package RandomGaussianNB for big-data classification
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1706417
- 1,226 views
Brief Research Report
Published on 02 Dec 2025
Parameter-efficient fine-tuning for low-resource text classification: a comparative study of LoRA, IA3, and ReFT
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1677331
- 3,330 views
- 2 citations
Original Research
Published on 27 Nov 2025
Adaptive deep Q-networks for accurate electric vehicle range estimation
in Machine Learning and Artificial Intelligence
Frontiers in Big Data
doi 10.3389/fdata.2025.1697478
- 1,491 views