| Improving Explainability of Softmax Classifiers Using a Prototype-Based Joint Embedding Method | Jul 2, 2024 | Explainable Artificial Intelligence (XAI)Out-of-Distribution Detection | CodeCode Available | 0 |
| ShapG: new feature importance method based on the Shapley value | Jun 29, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| MiSuRe is all you need to explain your image segmentation | Jun 18, 2024 | AllDecision Making | —Unverified | 0 |
| GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanations | Jun 17, 2024 | BenchmarkingDataset Generation | CodeCode Available | 0 |
| Explainable Artificial Intelligence and Multicollinearity : A Mini Review of Current Approaches | Jun 17, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Explainable AI for Comparative Analysis of Intrusion Detection Models | Jun 14, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems | Jun 12, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Are Large Language Models the New Interface for Data Pipelines? | Jun 6, 2024 | AutoMLExplainable artificial intelligence | —Unverified | 0 |
| Transferring Domain Knowledge with (X)AI-Based Learning Systems | Jun 3, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| nn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials | Jun 3, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Enhancing Counterfactual Image Generation Using Mahalanobis Distance with Distribution Preferences in Feature Space | May 31, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Unified Explanations in Machine Learning Models: A Perturbation Approach | May 30, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Watermarking Counterfactual Explanations | May 29, 2024 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| Locally Testing Model Detections for Semantic Global Concepts | May 27, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Less is More: Discovering Concise Network Explanations | May 24, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| SE3D: A Framework For Saliency Method Evaluation In 3D Imaging | May 23, 2024 | 3D Classification3D Object Detection | CodeCode Available | 0 |
| A Transformer variant for multi-step forecasting of water level and hydrometeorological sensitivity analysis based on explainable artificial intelligence technology | May 22, 2024 | DecoderExplainable artificial intelligence | —Unverified | 0 |
| Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications | May 22, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explaining Expert Search and Team Formation Systems with ExES | May 21, 2024 | counterfactualExplainable artificial intelligence | —Unverified | 0 |
| From SHAP Scores to Feature Importance Scores | May 20, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence | May 20, 2024 | counterfactualDecision Making | —Unverified | 0 |
| EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods | May 20, 2024 | BenchmarkingExplainable artificial intelligence | —Unverified | 0 |
| Empowering Prior to Court Legal Analysis: A Transparent and Accessible Dataset for Defensive Statement Classification and Interpretation | May 17, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Tell me more: Intent Fulfilment Framework for Enhancing User Experiences in Conversational XAI | May 16, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation | May 14, 2024 | Adversarial RobustnessExplainable artificial intelligence | —Unverified | 0 |
