Original Research
Published on 12 Nov 2026
Sample-aware test-time adaptation for medical image-to-image translation
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1953730
- 413 views
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834 articles
articles
Original Research
Published on 12 Nov 2026
Enhancing DeepIRT through counterfactual item-invariance regularization and joint learning
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1939804
- 364 views
Original Research
Accepted on 11 Nov 2026
Integrated Missing-Value Imputation in Decision-Tree Induction: Predictive and Structural Outcomes for Single Trees under Different Missingness Mechanisms and Rates
in Machine Learning
Frontiers in Artificial Intelligence
Original Research
Accepted on 11 Nov 2026
GALA: Evaluating Vision-Language Descriptions for Artwork Retrieval
in Machine Learning
Frontiers in Artificial Intelligence
Original Research
Published on 11 Nov 2026
Fancy GNG: localized color augmentation via Growing Neural Gas
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1954939
- 269 views
Original Research
Published on 11 Nov 2026
Hamiltonian-encoded quantum feature maps augment classical CNNs for pulmonary tuberculosis detection
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1887124
- 341 views
Original Research
Accepted on 10 Nov 2026
Harnessing Quantum-Enhanced Hybrid Transformer Model for Predicting Long-Term Wind Energy Losses: A Multimodal Fusion Approach to Climate-Driven Variability
in Machine Learning
Frontiers in Artificial Intelligence
- 119 views
Original Research
Accepted on 10 Nov 2026
Multi-Lane Highway Trajectory Prediction Using Attention-Based Temporal Convolution and Transformer Network
in Machine Learning
Frontiers in Artificial Intelligence
- 108 views
Original Research
Accepted on 09 Nov 2026
Intelligent Profiling of User Driving Preferences Toward Autonomous Mobility Systems Using Machine Learning
in Machine Learning
Frontiers in Artificial Intelligence
- 123 views
Original Research
Accepted on 09 Nov 2026
Complex-Dual Networks and Transformers for Physical AI
in Machine Learning
Frontiers in Artificial Intelligence
- 132 views
Original Research
Accepted on 09 Nov 2026
Efficient Sensor Scheduling for Q-Coverage in Wireless Sensor Networks Using Tabu Search and Network Flow Optimization
in Machine Learning
Frontiers in Artificial Intelligence
- 106 views
Original Research
Accepted on 09 Nov 2026
Design and Embedded Validation of Compact ML Models for AƯective Touch Classification in a Soft Interactive Companion
in Machine Learning
Frontiers in Artificial Intelligence
- 107 views
Original Research
Accepted on 09 Nov 2026
Toward Battery Intelligence: A Multi-Output Benchmark of Seven Machine Learning Architectures and a Shared-Trunk Multi-Task Network for Retired Lithium-Ion Cells Under Constant Load Discharge
in Machine Learning
Frontiers in Artificial Intelligence
Original Research
Accepted on 09 Nov 2026
Threat-Reactive Encryption v2.0: Federated Reinforcement-Learning-Driven Adaptive Key Rotation with Formal Verification
in Machine Learning
Frontiers in Artificial Intelligence
Original Research
Published on 09 Nov 2026
Single-level wavelet preprocessing is downsampling: measurement failures in cross-dataset polyp classification
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1929384
- 512 views
Original Research
Accepted on 05 Nov 2026
Pareto-Tuned Model Predictive Trajectory Tracking for Collaborative Robots
in Machine Learning
Frontiers in Artificial Intelligence
- 285 views
Original Research
Accepted on 05 Nov 2026
A Leakage-Audited, Calibrated, Explainable Heterogeneous Fusion Ensemble for Retail Banking Customer Churn Prediction
in Machine Learning
Frontiers in Artificial Intelligence
- 287 views
Original Research
Published on 05 Nov 2026
A hybrid XGBoost-RF residual learning model for energy consumption forecasting
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1967344
- 696 views
Original Research
Published on 04 Nov 2026
Composite Schatten-p norm factorization for efficient matrix completion
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1892198
- 929 views
Original Research
Published on 04 Nov 2026
Physics-guided multi-view hybrid depth-wise separable convolution and temporal LSTM network for fault diagnosis of rotor-bearing systems
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1975513
- 526 views
Original Research
Accepted on 03 Nov 2026
Trustworthy Artificial Intelligence for Resilient Navigation of Unmanned Aerial Vehicle Swarms Under Global Navigation Satellite System Spoofing: Common-Mode Observability Limits and Earth-Referenced Recovery
in Machine Learning
Frontiers in Artificial Intelligence
- 268 views
Original Research
Published on 03 Nov 2026
SACX: Suppression–Absence–Competition eXplanations for the why-not question in visual recognition
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1933918
- 772 views
Original Research
Published on 03 Nov 2026
Machine learning prediction model for respiratory failure in patients with asthma
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1966982
- 639 views
Opinion
Published on 03 Nov 2026
Geography, geospatial analysis and artificial intelligence: between traditional methods and new spatial paradigms
in Machine Learning
Frontiers in Artificial Intelligence
doi 10.3389/frai.2026.1969037
- 952 views