| Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models | Jul 5, 2022 | Feature Importance | CodeCode Available | 0 |
| FACT: High-Dimensional Random Forests Inference | Jul 4, 2022 | Feature ImportanceVocal Bursts Intensity Prediction | —Unverified | 0 |
| Comparing Feature Importance and Rule Extraction for Interpretability on Text Data | Jul 4, 2022 | Feature Importance | CodeCode Available | 0 |
| Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs | Jul 1, 2022 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 1 |
| Building Matters: Spatial Variability in Machine Learning Based Thermal Comfort Prediction in Winters | Jun 28, 2022 | Feature ImportancePrediction | —Unverified | 0 |
| Compressing Features for Learning with Noisy Labels | Jun 27, 2022 | Feature CompressionFeature Importance | CodeCode Available | 1 |
| STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison | Jun 23, 2022 | AutoMLBinary Classification | CodeCode Available | 1 |
| 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 |
