Original Research
Accepted on 11 Sep 2026
SkinNet X: A Task Coupled Feature Interaction Framework for Joint Skin Lesion Segmentation and Classification
in Machine Learning
Frontiers in Artificial Intelligence
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731 articles
articles
Original Research
Published on 11 Sep 2026
MSAR: multi-stage adversarial representation learning for robust financial entity-level sentiment analysis
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1888120
- 345 views
Original Research
Published on 11 Sep 2026
NeuroTrustNet: a cost-effective multimodal ensemble framework for brain tumor classification under cross-dataset variability
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1900160
- 482 views
Original Research
Accepted on 10 Sep 2026
TL-CRANN: A Transfer-learning-Based Hybrid CNN-RNN Model with Attention Mechanism for Cross-Domain IoT Attack Detection
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 119 views
Original Research
Published on 10 Sep 2026
NBE-VLT-PFO: hybrid deep learning transformer architecture for joint estimation of lithium-ion batteries
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1924449
- 381 views
Original Research
Published on 10 Sep 2026
Deep learning-based EV battery fault diagnosis using RBBMO with CAR-TATNET detection approach
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1876996
- 523 views
Original Research
Accepted on 09 Sep 2026
Photonic AI for Deeper Understanding of the Planck Epoch
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 103 views
Original Research
Accepted on 08 Sep 2026
TrustFedSkin: A Trustworthy Federated Learning Framework for Skin Lesion Classification Using Domain Adaptation, Uncertainty Quantification, Calibration, and Selective Referral
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
Original Research
Accepted on 08 Sep 2026
Enhancing Vehicle Routing Problem through a Qubit-Efcient Symmetric Arc Reduction using Quantum Approximate Optimization Algorithm
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 110 views
Original Research
Accepted on 08 Sep 2026
Robust Multi-Class DDoS and Fraud Detection Using a Context-Adaptive Deep Evolutionary Game Framework with CNN–BiGRU
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 106 views
Original Research
Accepted on 08 Sep 2026
Defending Against Deepfake Speech Attacks via Feature Dropout and Dropin Regularization in Large Audio Language Models
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
Editorial
Published on 07 Sep 2026
Editorial: Advanced integration of large language models for autonomous systems and critical decision support
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1962295
- 550 views
Original Research
Published on 07 Sep 2026
Unsupervised deep learning framework for early detection of wellbore trajectory deviation in drilling operations
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1942787
- 647 views
Original Research
Published on 04 Sep 2026
A robust privacy-preserving federated framework for kidney CT image classification using transfer learning models
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1840721
- 896 views
Original Research
Published on 03 Sep 2026
Robust vision transformer adaptation for UAV imagery
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1867313
- 377 views
Original Research
Published on 03 Sep 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
doi 10.3389/frai.2026.1903342
- 718 views
Original Research
Published on 03 Sep 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
doi 10.3389/frai.2026.1904923
- 793 views
Original Research
Published on 03 Sep 2026
Advanced security framework for 5G-SDN attack detection and mitigation using Affinity Cohesive Clustering and Improved Chaotic Walrus-Optimized Convolutional LSTM with Deep Dual Info-Varcoder
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1832131
- 801 views
Original Research
Accepted on 31 Aug 2026
ANN-Driven Analysis of Cattaneo-Christov Heat Transfer and Entropy Generation in Maxwell Hybrid Nanofluid Flow through a Porous Cone
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 168 views
Original Research
Accepted on 31 Aug 2026
LEFTNet: Low-Frequency Enhanced Feature Transmission Network for Dual-Branch Collaborative Single Image Dehazing
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 183 views
Systematic Review
Published on 31 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
doi 10.3389/frai.2026.1871926
- 598 views
Original Research
Published on 31 Aug 2026
Benchmark-grounded self-supervised contrastive learning for AMI-based distribution grid monitoring
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1868885
- 552 views
Original Research
Accepted on 30 Aug 2026
Hybrid Machine Learning Framework for Electrical Grid Stability Prediction Using Comparative Model Evaluation
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 217 views
Original Research
Accepted on 30 Aug 2026
Leakage-Free Evaluation of Task-Aware Nyström Sampling for IoMT Intrusion Detection
in Machine Learning and Artificial Intelligence
Frontiers in Artificial Intelligence
- 166 views