| Fiper: a Visual-based Explanation Combining Rules and Feature Importance | Apr 25, 2024 | Explainable artificial intelligenceFeature Importance | —Unverified | 0 |
| SIDEs: Separating Idealization from Deceptive Explanations in xAI | Apr 25, 2024 | counterfactualFeature 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 |
| Explainable AI for Fair Sepsis Mortality Predictive Model | Apr 19, 2024 | Decision MakingFairness | —Unverified | 0 |
| A Guide to Feature Importance Methods for Scientific Inference | Apr 19, 2024 | Feature Importance | CodeCode Available | 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 |
| Machine learning-based identification of Gaia astrometric exoplanet orbits | Apr 14, 2024 | Anomaly DetectionFeature Importance | CodeCode Available | 0 |
| SemHARQ: Semantic-Aware HARQ for Multi-task Semantic Communications | Apr 12, 2024 | Feature ImportanceVehicle Re-Identification | —Unverified | 0 |
| Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy | Apr 8, 2024 | Feature Importanceimage-classification | CodeCode Available | 0 |
| Automated discovery of symbolic laws governing skill acquisition from naturally occurring data | Apr 8, 2024 | Feature ImportanceSymbolic Regression | CodeCode Available | 0 |
| Accurate estimation of feature importance faithfulness for tree models | Apr 4, 2024 | Feature Importance | —Unverified | 0 |
| Fair MP-BOOST: Fair and Interpretable Minipatch Boosting | Apr 1, 2024 | FairnessFeature Importance | —Unverified | 0 |
| Towards Stable Machine Learning Model Retraining via Slowly Varying Sequences | Mar 28, 2024 | Feature Importance | —Unverified | 0 |
| Analyzing Domestic Violence through Exploratory Data Analysis and Explainable Ensemble Learning Insights | Mar 22, 2024 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Interpretable Machine Learning for Survival Analysis | Mar 15, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models | Mar 12, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Semi-Supervised Graph Representation Learning with Human-centric Explanation for Predicting Fatty Liver Disease | Mar 5, 2024 | Feature ImportanceGraph Representation Learning | —Unverified | 0 |
| Embracing Uncertainty Flexibility: Harnessing a Supervised Tree Kernel to Empower Ensemble Modelling for 2D Echocardiography-Based Prediction of Right Ventricular Volume | Mar 4, 2024 | Decision MakingFeature Importance | —Unverified | 0 |
| A Novel Hybrid Feature Importance and Feature Interaction Detection Framework for Predictive Optimization in Industry 4.0 Applications | Mar 4, 2024 | Decision MakingFeature Importance | —Unverified | 0 |
| Root Causing Prediction Anomalies Using Explainable AI | Mar 4, 2024 | Feature CorrelationFeature Importance | —Unverified | 0 |
