| Classification of cotton water stress using convolutional neural networks and UAV-based RGB imagery | Feb 1, 2024 | 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 |
| Computationally Efficient Feature Significance and Importance for Machine Learning Models | May 23, 2019 | BIG-bench Machine LearningFeature 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 |
| Conditional Feature Importance for Mixed Data | Oct 6, 2022 | Feature ImportanceInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Conditional Feature Importance with Generative Modeling Using Adversarial Random Forests | Jan 19, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Confident Feature Ranking | Jul 28, 2023 | Feature Importance | CodeCode Available | 0 | 5 |
| A novel stacking framework based on hybrid of gradient boosting-adaptive boosting-multilayer perceptron for crash injury severity prediction and analysis | Dec 17, 2021 | Crash injury severityEnsemble Learning | CodeCode Available | 0 | 5 |
| Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods | Oct 13, 2022 | Abstractive Text SummarizationFeature Importance | CodeCode Available | 0 | 5 |
| A copula-based visualization technique for a neural network | Mar 27, 2020 | Decision MakingFeature Importance | CodeCode Available | 0 | 5 |
| Choose Your Explanation: A Comparison of SHAP and GradCAM in Human Activity Recognition | Dec 20, 2024 | Activity RecognitionFeature Importance | CodeCode Available | 0 | 5 |
| Explainability of Machine Learning Models under Missing Data | Jun 29, 2024 | Explainable artificial intelligenceFeature Importance | CodeCode Available | 0 | 5 |
| Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis | May 30, 2024 | Feature ImportanceSymbolic Regression | CodeCode Available | 0 | 5 |
| Feature importance to explain multimodal prediction models. A clinical use case | Apr 29, 2024 | Feature ImportanceMortality Prediction | CodeCode Available | 0 | 5 |
| Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models | Aug 21, 2024 | counterfactualDecision Making | 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 |
| FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation | Jan 1, 2025 | counterfactualExplainable artificial intelligence | 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 |
| A novel post-hoc explanation comparison metric and applications | Nov 17, 2023 | Feature Importance | CodeCode Available | 0 | 5 |
| Evaluating Model Explanations without Ground Truth | May 15, 2025 | Feature Importancemodel | CodeCode Available | 0 | 5 |
| GLANCE: Global to Local Architecture-Neutral Concept-based Explanations | Jul 5, 2022 | DisentanglementFeature Importance | CodeCode Available | 0 | 5 |
| A tree-based varying coefficient model | Jan 11, 2024 | Feature Importancefeature selection | CodeCode Available | 0 | 5 |
| CXPlain: Causal Explanations for Model Interpretation under Uncertainty | Oct 27, 2019 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 | 5 |
| Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach | Dec 8, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 | 5 |
| A Benchmark for Interpretability Methods in Deep Neural Networks | Jun 28, 2018 | Feature Importanceimage-classification | CodeCode Available | 0 | 5 |
