| Towards Understanding How Data Augmentation Works with Imbalanced Data | Apr 12, 2023 | Data Augmentationfeature selection | CodeCode Available | 0 |
| Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery | Apr 11, 2023 | Causal DiscoveryDimensionality Reduction | CodeCode Available | 0 |
| Pump It Up: Predict Water Pump Status using Attentive Tabular Learning | Apr 8, 2023 | feature selection | —Unverified | 0 |
| SLM: End-to-end Feature Selection via Sparse Learnable Masks | Apr 6, 2023 | feature selection | —Unverified | 0 |
| Synthetic Sample Selection for Generalized Zero-Shot Learning | Apr 6, 2023 | feature selectionGeneralized Zero-Shot Learning | —Unverified | 0 |
| Assessing the Reproducibility of Machine-learning-based Biomarker Discovery in Parkinson's Disease | Apr 6, 2023 | Data Integrationfeature selection | —Unverified | 0 |
| How good Neural Networks interpretation methods really are? A quantitative benchmark | Apr 5, 2023 | feature selection | —Unverified | 0 |
| Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT | Apr 5, 2023 | Articlesfeature selection | —Unverified | 0 |
| Opening the random forest black box by the analysis of the mutual impact of features | Apr 5, 2023 | feature selectionRelation | —Unverified | 0 |
| Both Efficiency and Effectiveness! A Large Scale Pre-ranking Framework in Search System | Apr 5, 2023 | feature selection | —Unverified | 0 |
| Selecting Features by their Resilience to the Curse of Dimensionality | Apr 5, 2023 | feature selection | CodeCode Available | 0 |
| FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction | Apr 3, 2023 | Click-Through Rate Predictionfeature selection | CodeCode Available | 0 |
| A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics | Mar 29, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort | Mar 25, 2023 | feature selection | CodeCode Available | 0 |
| Two Heads are Better than One: A Bio-inspired Method for Improving Classification on EEG-ET Data | Mar 25, 2023 | EEGfeature selection | —Unverified | 0 |
| Feature Space Sketching for Logistic Regression | Mar 24, 2023 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Lightweight High-Performance Blind Image Quality Assessment | Mar 23, 2023 | Blind Image Quality Assessmentfeature selection | —Unverified | 0 |
| Feature Reduction Method Comparison Towards Explainability and Efficiency in Cybersecurity Intrusion Detection Systems | Mar 22, 2023 | feature selectionIntrusion Detection | —Unverified | 0 |
| A fuzzy adaptive evolutionary-based feature selection and machine learning framework for single and multi-objective body fat prediction | Mar 20, 2023 | feature selectionHybrid Machine Learning | —Unverified | 0 |
| Induced Feature Selection by Structured Pruning | Mar 20, 2023 | feature selection | —Unverified | 0 |
| Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models | Mar 20, 2023 | Diagnosticfeature selection | —Unverified | 0 |
| SFE: A Simple, Fast and Efficient Feature Selection Algorithm for High-Dimensional Data | Mar 17, 2023 | feature selection | CodeCode Available | 0 |
| Multi-modal Differentiable Unsupervised Feature Selection | Mar 16, 2023 | feature selection | CodeCode Available | 0 |
| A Multimodal Data-driven Framework for Anxiety Screening | Mar 16, 2023 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Evaluation of distance-based approaches for forensic comparison: Application to hand odor evidence | Mar 16, 2023 | Dimensionality Reductionfeature selection | —Unverified | 0 |
