| End-to-end Feature Selection Approach for Learning Skinny Trees | Oct 28, 2023 | Ensemble LearningFeature Compression | CodeCode Available | 0 |
| Hierarchical Ensemble-Based Feature Selection for Time Series Forecasting | Oct 26, 2023 | Feature Importancefeature selection | —Unverified | 0 |
| Inside the black box: Neural network-based real-time prediction of US recessions | Oct 26, 2023 | Feature Importanceregression | —Unverified | 0 |
| On the stability, correctness and plausibility of visual explanation methods based on feature importance | Oct 25, 2023 | Feature Importance | —Unverified | 0 |
| Climate Change Impact on Agricultural Land Suitability: An Interpretable Machine Learning-Based Eurasia Case Study | Oct 24, 2023 | Feature ImportanceHumanitarian | CodeCode Available | 0 |
| Local Universal Explainer (LUX) -- a rule-based explainer with factual, counterfactual and visual explanations | Oct 23, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 |
| Handling Missing Values in Local Post-hoc Explainability | Oct 21, 2023 | Decision MakingFeature Importance | CodeCode Available | 0 |
| On Feature Importance and Interpretability of Speaker Representations | Oct 19, 2023 | DisentanglementFeature Importance | —Unverified | 0 |
| Model-agnostic variable importance for predictive uncertainty: an entropy-based approach | Oct 19, 2023 | Feature Importance | CodeCode Available | 0 |
| Automatic prediction of mortality in patients with mental illness using electronic health records | Oct 18, 2023 | Feature Importance | —Unverified | 0 |
