| Correlation vs causation in Alzheimer's disease: an interpretability-driven study | Jun 11, 2025 | Causal InferenceFeature Importance | —Unverified | 0 |
| Axiomatic Aggregations of Abductive Explanations | Sep 29, 2023 | Feature Importancevalid | —Unverified | 0 |
| A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization | Jan 24, 2019 | ClusteringFeature Importance | —Unverified | 0 |
| A Multi-Task Text Classification Pipeline with Natural Language Explanations: A User-Centric Evaluation in Sentiment Analysis and Offensive Language Identification in Greek Tweets | Oct 14, 2024 | Feature ImportanceLanguage Identification | —Unverified | 0 |
| Classification and Explanation of Distributed Denial-of-Service (DDoS) Attack Detection using Machine Learning and Shapley Additive Explanation (SHAP) Methods | Jun 27, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Accurate and Robust Feature Importance Estimation under Distribution Shifts | Sep 30, 2020 | Feature Importance | —Unverified | 0 |
| An AI-driven framework for rapid and localized optimizations of urban open spaces | Jan 14, 2025 | counterfactualFeature Importance | —Unverified | 0 |
| Automatic prediction of mortality in patients with mental illness using electronic health records | Oct 18, 2023 | Feature Importance | —Unverified | 0 |
| Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability | Jun 16, 2022 | BenchmarkingFeature Importance | —Unverified | 0 |
| 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 |
