| Sparse Domain Transfer via Elastic Net Regularization | May 13, 2024 | feature selection | —Unverified | 0 |
| Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern | May 11, 2024 | Alzheimer's Disease Detectionfeature selection | CodeCode Available | 0 |
| Fingertip Video Dataset for Non-Invasive Diagnosis of Anemia Using ResNet-18 Classifier | May 8, 2024 | CBC TESTfeature selection | CodeCode Available | 0 |
| Guiding adaptive shrinkage by co-data to improve regression-based prediction and feature selection | May 8, 2024 | feature selection | CodeCode Available | 0 |
| Physics-based deep learning reveals rising heating demand heightens air pollution in Norwegian cities | May 7, 2024 | Clusteringfeature selection | CodeCode Available | 0 |
| Class-relevant Patch Embedding Selection for Few-Shot Image Classification | May 6, 2024 | Computational Efficiencyfeature selection | —Unverified | 0 |
| Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey | May 6, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets | May 4, 2024 | feature selection | CodeCode Available | 0 |
| SFFNet: A Wavelet-Based Spatial and Frequency Domain Fusion Network for Remote Sensing Segmentation | May 3, 2024 | feature selection | CodeCode Available | 2 |
| Improved and Explainable Cervical Cancer Classification using Ensemble Pooling of Block Fused Descriptors | May 1, 2024 | Cancer Classificationfeature selection | —Unverified | 0 |
| FMLFS: A Federated Multi-Label Feature Selection Based on Information Theory in IoT Environment | May 1, 2024 | feature selectionFederated Learning | —Unverified | 0 |
| Joint Optimization of Piecewise Linear Ensembles | May 1, 2024 | feature selectionPrediction | —Unverified | 0 |
| GARA: A novel approach to Improve Genetic Algorithms' Accuracy and Efficiency by Utilizing Relationships among Genes | Apr 28, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping | Apr 27, 2024 | Clusteringfeature selection | —Unverified | 0 |
| CBMAP: Clustering-based manifold approximation and projection for dimensionality reduction | Apr 27, 2024 | ClusteringData Visualization | CodeCode Available | 1 |
| Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation | Apr 26, 2024 | feature selection | CodeCode Available | 0 |
| FairGT: A Fairness-aware Graph Transformer | Apr 26, 2024 | Fairnessfeature selection | CodeCode Available | 0 |
| Timely Communications for Remote Inference | Apr 25, 2024 | feature selectionScheduling | —Unverified | 0 |
| Automated Model Selection for Generalized Linear Models | Apr 25, 2024 | feature selectionmodel | —Unverified | 0 |
| A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models | Apr 23, 2024 | ClassificationDenoising | CodeCode Available | 1 |
| Explainable LightGBM Approach for Predicting Myocardial Infarction Mortality | Apr 23, 2024 | feature selectionImputation | CodeCode Available | 0 |
| Interpretable Prediction and Feature Selection for Survival Analysis | Apr 23, 2024 | feature selectionPrediction | —Unverified | 0 |
| Minimum Description Feature Selection for Complexity Reduction in Machine Learning-based Wireless Positioning | Apr 21, 2024 | Deep Learningfeature selection | —Unverified | 0 |
| PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure | Apr 21, 2024 | Attributefeature selection | CodeCode Available | 0 |
| Beyond development: Challenges in deploying machine learning models for structural engineering applications | Apr 18, 2024 | feature selection | —Unverified | 0 |
