| Enhanced Prediction of Ventilator-Associated Pneumonia in Patients with Traumatic Brain Injury Using Advanced Machine Learning Techniques | Aug 2, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Interpreting artificial neural networks to detect genome-wide association signals for complex traits | Jul 26, 2024 | Feature ImportanceModel Optimization | CodeCode Available | 0 |
| Forecasting Automotive Supply Chain Shortfalls with Heterogeneous Time Series | Jul 23, 2024 | Feature ImportanceSurvival Analysis | —Unverified | 0 |
| TransFeat-TPP: An Interpretable Deep Covariate Temporal Point Processes | Jul 23, 2024 | Feature ImportancePoint Processes | —Unverified | 0 |
| DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks | Jul 19, 2024 | Feature Importanceimage-classification | —Unverified | 0 |
| Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agent | Jul 19, 2024 | Deep Reinforcement LearningFeature Importance | CodeCode Available | 0 |
| Evaluating graph-based explanations for AI-based recommender systems | Jul 17, 2024 | Feature ImportanceRecommendation Systems | —Unverified | 0 |
| Towards consistency of rule-based explainer and black box model -- fusion of rule induction and XAI-based feature importance | Jul 16, 2024 | Decision MakingFeature Importance | CodeCode Available | 0 |
| Towards Personalised Patient Risk Prediction Using Temporal Hospital Data Trajectories | Jul 12, 2024 | Feature ImportanceMortality Prediction | —Unverified | 0 |
