| explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning | Jul 29, 2019 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explaining AI in Finance: Past, Present, Prospects | Jun 5, 2023 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Data Poison Attacks on Human Emotion Evaluation Systems based on EEG Signals | Jan 17, 2023 | Data PoisoningEEG | CodeCode Available | 0 | 5 |
| Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels | Feb 11, 2022 | Computed Tomography (CT)Decision Making | CodeCode Available | 0 | 5 |
| Explainable Federated Bayesian Causal Inference and Its Application in Advanced Manufacturing | Jan 10, 2025 | Causal InferenceExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence for Improved Modeling of Processes | Dec 1, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explaining and visualizing black-box models through counterfactual paths | Jul 15, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence for Dependent Features: Additive Effects of Collinearity | Oct 30, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI | Oct 22, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Learning with Gaussian Processes | Mar 11, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Improving Deep Neural Network Classification Confidence using Heatmap-based eXplainable AI | Dec 30, 2021 | ClassificationExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence and Multicollinearity : A Mini Review of Current Approaches | Jun 17, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury | Aug 13, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics | Apr 30, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Explainability of Predictive Process Monitoring Results: Can You See My Data Issues? | Feb 16, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective | Nov 3, 2023 | Authorship AttributionAuthorship Verification | CodeCode Available | 0 | 5 |
| midr: Learning from Black-Box Models by Maximum Interpretation Decomposition | Jun 10, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices | Mar 29, 2024 | Deep LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| ExClaim: Explainable Neural Claim Verification Using Rationalization | Jan 21, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 | 5 |
| PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans | Aug 25, 2023 | Explainable Artificial Intelligence (XAI)Fine-Grained Image Classification | CodeCode Available | 0 | 5 |
| Explainability in Music Recommender Systems | Jan 25, 2022 | Collaborative FilteringExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 | 5 |
| An Annotated Corpus of Textual Explanations for Clinical Decision Support | Jun 1, 2022 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 0 | 5 |
| Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI | Jan 27, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainability in Practice: Estimating Electrification Rates from Mobile Phone Data in Senegal | Nov 11, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
