| Statistical Significance of Feature Importance Rankings | Jan 28, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 0 |
| DANAA: Towards transferable attacks with double adversarial neuron attribution | Oct 16, 2023 | Feature Importance | CodeCode Available | 0 |
| Unified Explanations in Machine Learning Models: A Perturbation Approach | May 30, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting | Nov 29, 2022 | Feature Importancequantile regression | CodeCode Available | 0 |
| Meaningful Data Sampling for a Faithful Local Explanation Method | Oct 18, 2019 | Explainable artificial intelligenceExplanation Fidelity Evaluation | CodeCode Available | 0 |
| Bayesian Importance of Features (BIF) | Oct 26, 2020 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 |
| Benchmarking Perturbation-based Saliency Maps for Explaining Atari Agents | Jan 18, 2021 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Feature Importance Measure for Non-linear Learning Algorithms | Nov 22, 2016 | Feature ImportancePrediction | CodeCode Available | 0 |
| Feature Importance Measurement based on Decision Tree Sampling | Jul 25, 2023 | Feature Importance | CodeCode Available | 0 |
| Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps | May 16, 2023 | FairnessFeature Importance | CodeCode Available | 0 |
| CXPlain: Causal Explanations for Model Interpretation under Uncertainty | Oct 27, 2019 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| Whole MILC: generalizing learned dynamics across tasks, datasets, and populations | Jul 29, 2020 | Feature Importance | CodeCode Available | 0 |
| Artificial Intelligence Enhanced Rapid and Efficient Diagnosis of Mycoplasma Pneumoniae Pneumonia in Children Patients | Feb 20, 2021 | Feature ImportanceManagement | CodeCode Available | 0 |
| Feature importance to explain multimodal prediction models. A clinical use case | Apr 29, 2024 | Feature ImportanceMortality Prediction | CodeCode Available | 0 |
| Medical artificial intelligence toolbox (MAIT): an explainable machine learning framework for binary classification, survival modelling, and regression analyses | Jan 8, 2025 | Binary ClassificationFeature Importance | CodeCode Available | 0 |
| Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse | Oct 29, 2024 | Feature Importance | CodeCode Available | 0 |
| Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review | May 7, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 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 |
| QuXAI: Explainers for Hybrid Quantum Machine Learning Models | May 15, 2025 | Feature ImportanceQuantum Machine Learning | CodeCode Available | 0 |
| RANCC: Rationalizing Neural Networks via Concept Clustering | Dec 1, 2020 | ClassificationClustering | CodeCode Available | 0 |
| Towards Rigorous Interpretations: a Formalisation of Feature Attribution | Apr 26, 2021 | Explainable artificial intelligenceFeature Importance | CodeCode Available | 0 |
| Unifying local and global model explanations by functional decomposition of low dimensional structures | Aug 12, 2022 | Feature Importance | CodeCode Available | 0 |
| Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models | Aug 21, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| FIMBA: Evaluating the Robustness of AI in Genomics via Feature Importance Adversarial Attacks | Jan 19, 2024 | Decision MakingDrug Discovery | CodeCode Available | 0 |
| XAI-TRIS: Non-linear image benchmarks to quantify false positive post-hoc attribution of feature importance | Jun 22, 2023 | Edge DetectionExplainable artificial intelligence | CodeCode Available | 0 |
