| Shap-Select: Lightweight Feature Selection Using SHAP Values and Regression | Oct 9, 2024 | Computational Efficiencyfeature selection | CodeCode Available | 1 |
| Feature Selection Gates with Gradient Routing for Endoscopic Image Computing | Oct 7, 2024 | Binary ClassificationColorectal Polyps Characterization | CodeCode Available | 1 |
| Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features | Oct 4, 2024 | Allfeature selection | CodeCode Available | 1 |
| Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models | Oct 2, 2024 | feature selection | CodeCode Available | 1 |
| CoxKAN: Kolmogorov-Arnold Networks for Interpretable, High-Performance Survival Analysis | Sep 6, 2024 | feature selectionKolmogorov-Arnold Networks | CodeCode Available | 1 |
| Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection | Sep 5, 2024 | AutoMLBayesian Optimization | CodeCode Available | 1 |
| Time series classification with random convolution kernels based transforms: pooling operators and input representations matter | Sep 2, 2024 | feature selectionTime Series | CodeCode Available | 1 |
| Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology | Aug 27, 2024 | feature selectionMultiple Instance Learning | CodeCode Available | 1 |
| Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing | Jul 5, 2024 | Binary Classificationfeature selection | CodeCode Available | 1 |
| Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning | Jun 12, 2024 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 1 |
