Original Research
Accepted on 12 Aug 2026
Multi-Resolution Perceiver-Based Residual Attention for Explainable Fault Diagnosis in Power Transmission Systems
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
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693 articles
articles
Original Research
Accepted on 11 Aug 2026
The Impact of Artificial Intelligence with Multi-Head Self-Attention Based Deep Learning Model for Students' Academic Performance Monitoring
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 213 views
Original Research
Accepted on 11 Aug 2026
DEEP LEARNING BASED EV BATTERY FAULT DIAGNOSIS USING RBBMO WITH CAR-TATNET FAULT DETECTION
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 103 views
Original Research
Published on 11 Aug 2026
What really happens when a dev vibes with the code? An empirical study on LLM behavioral divergence in response to expressive code comments
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1784973
- 349 views
Original Research
Published on 11 Aug 2026
Improved graph-based model for phishing website detection using multi-level web page graphs and dynamic heterogeneous graph attention network
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1880282
- 732 views
Systematic Review
Published on 11 Aug 2026
A systematic literature review exploring the application of deep learning in electric vehicles from 2015 to 2025
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1826633
- 595 views
Original Research
Published on 11 Aug 2026
Predicting influenza in the post-COVID era: assessing LSTM, GRU, and transformer robustness to covariate shift
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1886896
- 320 views
Original Research
Published on 11 Aug 2026
Automated evaluation of dental cavity preparation quality using deep learning and anatomically informed geometric analysis
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1884843
- 396 views
Systematic Review
Accepted on 10 Aug 2026
Accuracy--Latency Trade-offs and Absent Embedded Validation in Deep Learning Driver Drowsiness Detection: A PRISMA Systematic Review
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
Original Research
Accepted on 10 Aug 2026
Hybrid Neuro-Symbolic Graph Explanation Framework for Fraud Detection in Financial Transaction Networks
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 115 views
Review
Accepted on 10 Aug 2026
Deep Learning Techniques for Extreme Rainfall Prediction: A Review of State-of-the-Art
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
Original Research
Accepted on 10 Aug 2026
Uncertainty-Aware Federated Temporal Learning with Explainable LLM-Based Coaching for Privacy-Preserving Wearable Health Systems
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
Original Research
Published on 10 Aug 2026
GA-AFedOD: gradient-aligned active federated learning for resource-aware object detection in edge industrial IoT
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1895239
- 389 views
Original Research
Published on 10 Aug 2026
Fear-driven predator–prey dynamics with prey refuge: analytical framework and physics-informed neural network approach
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1868693
- 414 views
Original Research
Accepted on 06 Aug 2026
ConvNeXt–KAN: A Kolmogorov–Arnold Network Head for Robust Multi-class Staging of Alzheimer's Disease from Brain MRI
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 234 views
Correction
Published on 06 Aug 2026
Correction: Exploiting explanations for model extraction via knowledge distillation and mitigation with private counterfactuals
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1925121
- 273 views
Original Research
Published on 06 Aug 2026
Generative AI-enhanced synthetic X-ray augmentation with gradient-based selection for battery detection in WEEE
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1881543
- 377 views
Original Research
Published on 06 Aug 2026
Federated spatio-temporal graph neural network for privacy-preserving vehicle trajectory prediction in autonomous driving
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1856630
- 505 views
Original Research
Accepted on 05 Aug 2026
Frequency-Aware Signal Image Representation and Graph Transformer Learning (FSI-GTL) for Bearing Fault Diagnosis
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 139 views
Original Research
Accepted on 05 Aug 2026
Entropy-Guided Projective Kolmogorov-Arnold Networks for Compact and Robust Edge-Function Learning
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 139 views
Original Research
Published on 05 Aug 2026
AdaK: adaptive KV cache budget estimation framework for analyzing long-context large language model inference
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1892739
- 672 views
Original Research
Published on 05 Aug 2026
EdgeLane-SEG: an energy-efficient embedded edge AI framework for real-time road marking and lane lines detection with instance segmentation in ADAS and autonomous driving
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1872217
- 617 views
Original Research
Accepted on 03 Aug 2026
TAE-IDS: A Trust-Aware Explainable Intrusion Detection Framework Using Attention-Based Meta-Ensemble Learning with Blockchain Validation
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 357 views
Original Research
Accepted on 03 Aug 2026
CDMSP: A Convolutional Dense Multi-Scale Pooling Framework for Low-Light Colonoscopy Image Enhancement
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 138 views