| I Bet You Did Not Mean That: Testing Semantic Importance via Betting | May 29, 2024 | Feature Importanceimage-classification | CodeCode Available | 0 |
| MCDFN: Supply Chain Demand Forecasting via an Explainable Multi-Channel Data Fusion Network Model | May 24, 2024 | BenchmarkingDemand Forecasting | —Unverified | 0 |
| Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers | May 22, 2024 | Additive modelsFeature Importance | CodeCode Available | 0 |
| From SHAP Scores to Feature Importance Scores | May 20, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Exploring Commonalities in Explanation Frameworks: A Multi-Domain Survey Analysis | May 20, 2024 | counterfactualFeature Importance | —Unverified | 0 |
| Analyze Additive and Interaction Effects via Collaborative Trees | May 19, 2024 | Feature Importance | —Unverified | 0 |
| Mitigating Text Toxicity with Counterfactual Generation | May 16, 2024 | counterfactualFeature Importance | —Unverified | 0 |
| Feature Importance and Explainability in Quantum Machine Learning | May 14, 2024 | Feature ImportanceQuantum Machine Learning | CodeCode Available | 0 |
| Clustering of Disease Trajectories with Explainable Machine Learning: A Case Study on Postoperative Delirium Phenotypes | May 6, 2024 | ClusteringFeature Importance | —Unverified | 0 |
| Estimate the building height at a 10-meter resolution based on Sentinel data | May 2, 2024 | Feature Importance | —Unverified | 0 |
| Feature importance to explain multimodal prediction models. A clinical use case | Apr 29, 2024 | Feature ImportanceMortality Prediction | CodeCode Available | 0 |
| DTization: A New Method for Supervised Feature Scaling | Apr 27, 2024 | Feature Importance | —Unverified | 0 |
| Accurate and fast anomaly detection in industrial processes and IoT environments | Apr 27, 2024 | Anomaly DetectionFeature Importance | —Unverified | 0 |
| Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment | Apr 26, 2024 | DiagnosticFeature Importance | —Unverified | 0 |
| SIDEs: Separating Idealization from Deceptive Explanations in xAI | Apr 25, 2024 | counterfactualFeature Importance | —Unverified | 0 |
| Fiper: a Visual-based Explanation Combining Rules and Feature Importance | Apr 25, 2024 | Explainable artificial intelligenceFeature Importance | —Unverified | 0 |
| MISLEAD: Manipulating Importance of Selected features for Learning Epsilon in Evasion Attack Deception | Apr 24, 2024 | Feature Importance | —Unverified | 0 |
| Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory | Apr 20, 2024 | Feature ImportanceTime Series | —Unverified | 0 |
| A Guide to Feature Importance Methods for Scientific Inference | Apr 19, 2024 | Feature Importance | CodeCode Available | 0 |
| Explainable AI for Fair Sepsis Mortality Predictive Model | Apr 19, 2024 | Decision MakingFairness | —Unverified | 0 |
| Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data | Apr 18, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| Explainable Machine Learning System for Predicting Chronic Kidney Disease in High-Risk Cardiovascular Patients | Apr 17, 2024 | counterfactualFeature Importance | —Unverified | 0 |
| CAGE: Causality-Aware Shapley Value for Global Explanations | Apr 17, 2024 | Feature Importance | —Unverified | 0 |
| Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models | Apr 15, 2024 | Decision MakingFeature Importance | —Unverified | 0 |
| Application of the representative measure approach to assess the reliability of decision trees in dealing with unseen vehicle collision data | Apr 15, 2024 | Feature Importance | CodeCode Available | 0 |
