| A Guide to Feature Importance Methods for Scientific Inference | Apr 19, 2024 | Feature Importance | CodeCode Available | 0 | 5 |
| Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agent | Jul 19, 2024 | Deep Reinforcement LearningFeature Importance | CodeCode Available | 0 | 5 |
| Meaningful Data Sampling for a Faithful Local Explanation Method | Oct 18, 2019 | Explainable artificial intelligenceExplanation Fidelity Evaluation | CodeCode Available | 0 | 5 |
| DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine | Feb 10, 2024 | Dimensionality ReductionFeature Importance | CodeCode Available | 0 | 5 |
| Towards Automatic Concept-based Explanations | Feb 7, 2019 | Feature Importance | CodeCode Available | 0 | 5 |
| A Detailed Study of Interpretability of Deep Neural Network based Top Taggers | Oct 9, 2022 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 0 | 5 |
| Adversarial Mixture Of Experts with Category Hierarchy Soft Constraint | Jul 24, 2020 | ClusteringFeature Importance | CodeCode Available | 0 | 5 |
| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 | 5 |
| Model-agnostic variable importance for predictive uncertainty: an entropy-based approach | Oct 19, 2023 | Feature Importance | CodeCode Available | 0 | 5 |
| Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features | Apr 1, 2021 | Feature ImportancePrediction | CodeCode Available | 0 | 5 |
| Disentangled Self-Attentive Neural Networks for Click-Through Rate Prediction | Jan 11, 2021 | Click-Through Rate PredictionComputational Efficiency | CodeCode Available | 0 | 5 |
| Explaining word embeddings with perfect fidelity: Case study in research impact prediction | Sep 24, 2024 | ArticlesFeature Importance | CodeCode Available | 0 | 5 |
| Distributed and parallel time series feature extraction for industrial big data applications | Oct 25, 2016 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| Catalog of quasars from the Kilo-Degree Survey Data Release 3 | Dec 7, 2018 | Feature Importance | CodeCode Available | 0 | 5 |
| Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural Networks | Apr 25, 2025 | Autonomous NavigationFeature Importance | CodeCode Available | 0 | 5 |
| Captum: A unified and generic model interpretability library for PyTorch | Sep 16, 2020 | Feature Importance | CodeCode Available | 0 | 5 |
| Explainable Debugger for Black-box Machine Learning Models | Jul 18, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Can local explanation techniques explain linear additive models? | Sep 19, 2023 | Additive modelsExplanation Fidelity Evaluation | CodeCode Available | 0 | 5 |
| Explainable AI through a Democratic Lens: DhondtXAI for Proportional Feature Importance Using the D'Hondt Method | Nov 7, 2024 | Diabetes PredictionFeature Importance | CodeCode Available | 0 | 5 |
| Neural network interpretability for forecasting of aggregated renewable generation | Jun 19, 2021 | Binary ClassificationFeature Importance | CodeCode Available | 0 | 5 |
| Dual feature-based and example-based explanation methods | Jan 29, 2024 | Feature Importance | CodeCode Available | 0 | 5 |
| Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting | Nov 29, 2022 | Feature Importancequantile regression | CodeCode Available | 0 | 5 |
| Explaining and visualizing black-box models through counterfactual paths | Jul 15, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| OncoNetExplainer: Explainable Predictions of Cancer Types Based on Gene Expression Data | Sep 9, 2019 | Feature ImportancePrognosis | CodeCode Available | 0 | 5 |
| Explainability of Machine Learning Models under Missing Data | Jun 29, 2024 | Explainable artificial intelligenceFeature Importance | CodeCode Available | 0 | 5 |
