| Interpretable Models via Pairwise permutations algorithm | Nov 17, 2021 | Feature Importance | —Unverified | 0 |
| Cross-cultural Emotion Classification: the Effect of Emotional Intensity and Acoustic Features | Nov 16, 2021 | Cultural Vocal Bursts Intensity PredictionEmotion Classification | —Unverified | 0 |
| Reshaping Smart Energy Transition: An analysis of human-building interactions in Qatar Using Machine Learning Techniques | Nov 16, 2021 | Feature Importance | —Unverified | 0 |
| Rationale production to support clinical decision-making | Nov 15, 2021 | Decision MakingFeature Importance | —Unverified | 0 |
| Scrutinizing XAI using linear ground-truth data with suppressor variables | Nov 14, 2021 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 0 |
| "Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification | Nov 14, 2021 | Feature Importancetext-classification | —Unverified | 0 |
| Beyond Importance Scores: Interpreting Tabular ML by Visualizing Feature Semantics | Nov 10, 2021 | Feature Importance | —Unverified | 0 |
| A Comparative Study on Machine Learning-based Approaches for Improving Traffic Accident Severity Prediction | Nov 2, 2021 | ClassificationCrash injury severity | CodeCode Available | 0 |
| Unsupervised Learning to Subphenotype Delirium Patients from Electronic Health Records | Oct 31, 2021 | Feature Importance | —Unverified | 0 |
| A Survey on the Robustness of Feature Importance and Counterfactual Explanations | Oct 30, 2021 | counterfactualFeature Importance | —Unverified | 0 |
