| Explainability of Machine Learning Models under Missing Data | Jun 29, 2024 | Explainable artificial intelligenceFeature Importance | CodeCode Available | 0 | 5 |
| Catalog of quasars from the Kilo-Degree Survey Data Release 3 | Dec 7, 2018 | Feature Importance | CodeCode Available | 0 | 5 |
| Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions | Nov 19, 2018 | Computational EfficiencyFeature Importance | CodeCode Available | 0 | 5 |
| EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python | Aug 8, 2022 | Feature Importance | 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 |
| Explaining and visualizing black-box models through counterfactual paths | Jul 15, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Efficient Novelty Detection Methods for Early Warning of Potential Fatal Diseases | Aug 6, 2022 | Episode ClassificationFeature Engineering | CodeCode Available | 0 | 5 |
| Interpretation of Neural Networks is Fragile | Oct 29, 2017 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 | 5 |
| Interpreting artificial neural networks to detect genome-wide association signals for complex traits | Jul 26, 2024 | Feature ImportanceModel Optimization | CodeCode Available | 0 | 5 |
| Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis | May 30, 2024 | Feature ImportanceSymbolic Regression | CodeCode Available | 0 | 5 |
| Benchmarking Attribution Methods with Relative Feature Importance | Jul 23, 2019 | BenchmarkingFeature Importance | CodeCode Available | 0 | 5 |
| Is Gender "In-the-Wild" Inference Really a Solved Problem? | May 12, 2021 | AttributeFeature Importance | CodeCode Available | 0 | 5 |
| Explanation by Progressive Exaggeration | Nov 1, 2019 | Feature ImportanceGeneral Classification | CodeCode Available | 0 | 5 |
| BIAS: A Body-based Interpretable Active Speaker Approach | Dec 6, 2024 | Active Speaker DetectionFeature Importance | CodeCode Available | 0 | 5 |
| Efficient and Interpretable Traffic Destination Prediction using Explainable Boosting Machines | Feb 5, 2024 | Autonomous DrivingFeature 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 |
| ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT | Aug 17, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Towards Better Explanations of Class Activation Mapping | Feb 10, 2021 | Feature Importance | 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 |
| Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction | Jun 8, 2023 | Feature ImportancePharmacovigilance | CodeCode Available | 0 | 5 |
| Feature Importance Measurement based on Decision Tree Sampling | Jul 25, 2023 | 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 |
| Machine Learning Interpretation of Optical Spectroscopy Using Peak-Sensitive Logistic Regression | Apr 23, 2025 | Feature ImportanceInformativeness | CodeCode Available | 0 | 5 |
| Machine Learning Reveals Large-scale Impact of Posidonia Oceanica on Mediterranean Sea Water | Feb 22, 2024 | Feature ImportanceManagement | CodeCode Available | 0 | 5 |
| L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data | Aug 8, 2018 | Feature Importance | CodeCode Available | 0 | 5 |
