| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 |
| Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models | Jul 5, 2022 | Feature Importance | CodeCode Available | 0 |
| GLANCE: Global to Local Architecture-Neutral Concept-based Explanations | Jul 5, 2022 | DisentanglementFeature Importance | CodeCode Available | 0 |
| Comparing Feature Importance and Rule Extraction for Interpretability on Text Data | Jul 4, 2022 | Feature Importance | CodeCode Available | 0 |
| FACT: High-Dimensional Random Forests Inference | Jul 4, 2022 | Feature ImportanceVocal Bursts Intensity Prediction | —Unverified | 0 |
| Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters | Jun 28, 2022 | Feature ImportancePrediction | —Unverified | 0 |
| Explanation-based Counterfactual Retraining(XCR): A Calibration Method for Black-box Models | Jun 22, 2022 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives | Jun 22, 2022 | Feature ImportanceQuestion Answering | CodeCode Available | 0 |
| Machine Learning in Sports: A Case Study on Using Explainable Models for Predicting Outcomes of Volleyball Matches | Jun 18, 2022 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation | Jun 17, 2022 | Data AugmentationFeature Importance | —Unverified | 0 |
