| SAE-FiRE: Enhancing Earnings Surprise Predictions Through Sparse Autoencoder Feature Selection | May 20, 2025 | feature selection | —Unverified | 0 |
| HR-VILAGE-3K3M: A Human Respiratory Viral Immunization Longitudinal Gene Expression Dataset for Systems Immunity | May 19, 2025 | Benchmarkingfeature selection | CodeCode Available | 0 |
| Outsourced Privacy-Preserving Feature Selection Based on Fully Homomorphic Encryption | May 19, 2025 | feature selectionPrivacy Preserving | —Unverified | 0 |
| From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection | May 19, 2025 | feature selectionOut-of-Distribution Generalization | CodeCode Available | 1 |
| Advancing Tabular Stroke Modelling Through a Novel Hybrid Architecture and Feature-Selection Synergy | May 18, 2025 | feature selectionInterpretable Machine Learning | —Unverified | 0 |
| BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech | May 18, 2025 | feature selectionHyperparameter Optimization | CodeCode Available | 0 |
| In silico tool for identification of colorectal cancer from cell-free DNA biomarkers | May 16, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| Enhancing IoT Cyber Attack Detection in the Presence of Highly Imbalanced Data | May 15, 2025 | Cyber Attack Detectionfeature selection | —Unverified | 0 |
| Financial Fraud Detection Using Explainable AI and Stacking Ensemble Methods | May 15, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Augmenting the availability of historical GDP per capita estimates through machine learning | May 14, 2025 | feature selection | —Unverified | 0 |
| Solving Nonlinear PDEs with Sparse Radial Basis Function Networks | May 12, 2025 | Computational Efficiencyfeature selection | —Unverified | 0 |
| Impact of SMILES Notational Inconsistencies on Chemical Language Model Performance | May 11, 2025 | feature selectionLanguage Modeling | CodeCode Available | 0 |
| TACFN: Transformer-based Adaptive Cross-modal Fusion Network for Multimodal Emotion Recognition | May 10, 2025 | Emotion Recognitionfeature selection | CodeCode Available | 0 |
| Voice biomarkers of perinatal depression: cross-sectional nationwide pilot study report | May 9, 2025 | Binary Classificationfeature selection | —Unverified | 0 |
| A High-Dimensional Feature Selection Algorithm Based on Multiobjective Differential Evolution | May 9, 2025 | Computational Efficiencyfeature selection | —Unverified | 0 |
| From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection | May 9, 2025 | Decision Makingfeature selection | CodeCode Available | 0 |
| Enhancing Satellite Object Localization with Dilated Convolutions and Attention-aided Spatial Pooling | May 8, 2025 | feature selectionObject | CodeCode Available | 0 |
| Testing Juntas Optimally with Samples | May 7, 2025 | feature selection | —Unverified | 0 |
| Personalized Risks and Regulatory Strategies of Large Language Models in Digital Advertising | May 7, 2025 | feature selectionLanguage Modeling | —Unverified | 0 |
| A Graphical Global Optimization Framework for Parameter Estimation of Statistical Models with Nonconvex Regularization Functions | May 6, 2025 | feature selectionglobal-optimization | —Unverified | 0 |
| SAND: One-Shot Feature Selection with Additive Noise Distortion | May 6, 2025 | Computational Efficiencyfeature selection | —Unverified | 0 |
| Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation | May 6, 2025 | Binary ClassificationClassification | —Unverified | 0 |
| Uncovering Population PK Covariates from VAE-Generated Latent Spaces | May 5, 2025 | feature selectionregression | CodeCode Available | 0 |
| Fast2comm:Collaborative perception combined with prior knowledge | Apr 30, 2025 | feature selection | CodeCode Available | 0 |
| Sparse mixed linear modeling with anchor-based guidance for high-entropy alloy discovery | Apr 29, 2025 | feature selectionProperty Prediction | —Unverified | 0 |
