| EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python | Aug 8, 2022 | Feature Importance | CodeCode Available | 0 |
| A machine learning approach to predict the structural and magnetic properties of Heusler alloy families | Aug 7, 2022 | Feature Importance | —Unverified | 0 |
| Bias Reducing Multitask Learning on Mental Health Prediction | Aug 7, 2022 | FairnessFeature Importance | —Unverified | 0 |
| Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases | Aug 6, 2022 | Episode ClassificationFeature Engineering | CodeCode Available | 0 |
| Parameter Averaging for Feature Ranking | Aug 5, 2022 | Decision MakingFeature Importance | —Unverified | 0 |
| MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction | Jul 25, 2022 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| Neural Greedy Pursuit for Feature Selection | Jul 19, 2022 | Feature Importancefeature selection | —Unverified | 0 |
| Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm | Jul 18, 2022 | Feature Importanceregression | —Unverified | 0 |
| SHAP-XRT: The Shapley Value Meets Conditional Independence Testing | Jul 14, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| The Impact of Feature Quantity on Recommendation Algorithm Performance: A Movielens-100K Case Study | Jul 13, 2022 | AutoMLFeature Importance | CodeCode Available | 0 |
| 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 |
| Inherent Inconsistencies of Feature Importance | Jun 16, 2022 | Feature Importance | —Unverified | 0 |
| Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability | Jun 16, 2022 | BenchmarkingFeature Importance | —Unverified | 0 |
| Towards Responsible AI for Financial Transactions | Jun 6, 2022 | ClusteringFairness | —Unverified | 0 |
| Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles | Jun 5, 2022 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Feature Selection for Discovering Distributional Treatment Effect Modifiers | Jun 1, 2022 | Feature Importancefeature selection | —Unverified | 0 |
