| Multi-label feature selection based on binary hashing learning and dynamic graph constraints | Mar 18, 2025 | feature selectionMulti-Label Learning | —Unverified | 0 |
| GFSNetwork: Differentiable Feature Selection via Gumbel-Sigmoid Relaxation | Mar 17, 2025 | Computational Efficiencyfeature selection | CodeCode Available | 0 |
| Cardiomyopathy Diagnosis Model from Endomyocardial Biopsy Specimens: Appropriate Feature Space and Class Boundary in Small Sample Size Data | Mar 14, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection | Mar 13, 2025 | feature selection | —Unverified | 0 |
| TabNSA: Native Sparse Attention for Efficient Tabular Data Learning | Mar 12, 2025 | Deep Learningfeature selection | —Unverified | 0 |
| Dynamic Feature Selection from Variable Feature Sets Using Features of Features | Mar 12, 2025 | feature selection | —Unverified | 0 |
| ShuffleGate: An Efficient and Self-Polarizing Feature Selection Method for Large-Scale Deep Models in Industry | Mar 12, 2025 | Feature Importancefeature selection | CodeCode Available | 0 |
| Effective Feature Selection for Predicting Spreading Factor with ML in Large LoRaWAN-based Mobile IoT Networks | Mar 12, 2025 | feature selection | —Unverified | 0 |
| Vision Transformer for Intracranial Hemorrhage Classification in CT Scans Using an Entropy-Aware Fuzzy Integral Strategy for Adaptive Scan-Level Decision Fusion | Mar 11, 2025 | feature selection | —Unverified | 0 |
| SHAP-Integrated Convolutional Diagnostic Networks for Feature-Selective Medical Analysis | Mar 10, 2025 | Diagnosticfeature selection | CodeCode Available | 0 |
| ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation | Mar 8, 2025 | Autonomous Drivingfeature selection | —Unverified | 0 |
| Robust Multimodal Learning for Ophthalmic Disease Grading via Disentangled Representation | Mar 7, 2025 | DiagnosticDisentanglement | CodeCode Available | 0 |
| Use Me Wisely: AI-Driven Assessment for LLM Prompting Skills Development | Mar 4, 2025 | feature selectionFew-Shot Learning | —Unverified | 0 |
| Malware Classification from Memory Dumps Using Machine Learning, Transformers, and Large Language Models | Mar 4, 2025 | Deep Learningfeature selection | —Unverified | 0 |
| Efficient or Powerful? Trade-offs Between Machine Learning and Deep Learning for Mental Illness Detection on Social Media | Mar 3, 2025 | Computational EfficiencyFeature Engineering | —Unverified | 0 |
| PhishVQC: Optimizing Phishing URL Detection with Correlation Based Feature Selection and Variational Quantum Classifier | Mar 3, 2025 | feature selectionQuantum Machine Learning | —Unverified | 0 |
| Tuning-Free Structured Sparse PCA via Deep Unfolding Networks | Feb 28, 2025 | Bayesian OptimizationDimensionality Reduction | CodeCode Available | 0 |
| Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification | Feb 27, 2025 | Contrastive LearningDenoising | —Unverified | 0 |
| AutoML for Multi-Class Anomaly Compensation of Sensor Drift | Feb 26, 2025 | AutoMLEnsemble Learning | CodeCode Available | 0 |
| Quantum Annealing Feature Selection on Light-weight Medical Image Datasets | Feb 26, 2025 | feature selection | —Unverified | 0 |
| Enhancing Image Matting in Real-World Scenes with Mask-Guided Iterative Refinement | Feb 24, 2025 | Benchmarkingfeature selection | —Unverified | 0 |
| Assessing a Single Student's Concentration on Learning Platforms: A Machine Learning-Enhanced EEG-Based Framework | Feb 21, 2025 | EEGfeature selection | —Unverified | 0 |
| ML-Driven Approaches to Combat Medicare Fraud: Advances in Class Imbalance Solutions, Feature Engineering, Adaptive Learning, and Business Impact | Feb 21, 2025 | DiagnosticDimensionality Reduction | —Unverified | 0 |
| Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs | Feb 21, 2025 | feature selection | CodeCode Available | 0 |
| Financial fraud detection system based on improved random forest and gradient boosting machine (GBM) | Feb 20, 2025 | Computational EfficiencyEnsemble Learning | —Unverified | 0 |