| Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective | Nov 3, 2023 | Authorship AttributionAuthorship Verification | CodeCode Available | 0 | 5 |
| Applying Genetic Programming to Improve Interpretability in Machine Learning Models | May 18, 2020 | BIG-bench Machine LearningExplainable artificial intelligence | 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 |
| Detecting mental disorder on social media: a ChatGPT-augmented explainable approach | Jan 30, 2024 | Depression DetectionExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| People Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI | Mar 11, 2024 | AttributeAutonomous Driving | 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 |
| Explaining Interactions Between Text Spans | Oct 20, 2023 | Community DetectionDecision Making | 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 for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics | Apr 30, 2022 | Decision MakingExplainable 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 |
| Quantifying Explainability of Saliency Methods in Deep Neural Networks with a Synthetic Dataset | Sep 7, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | 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 |
| Explainable AI for Comparative Analysis of Intrusion Detection Models | Jun 14, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models | Apr 12, 2023 | Event DetectionExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| A Novel Interaction-based Methodology Towards Explainable AI with Better Understanding of Pneumonia Chest X-ray Images | Apr 19, 2021 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognition | Sep 2, 2023 | AnatomyBinary Classification | CodeCode Available | 0 | 5 |
| Discrete Subgraph Sampling for Interpretable Graph based Visual Question Answering | Dec 11, 2024 | 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 (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI | Oct 22, 2019 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| A novel approach to generate datasets with XAI ground truth to evaluate image models | Feb 11, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation | Apr 11, 2022 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Does Dataset Complexity Matters for Model Explainers? | Jul 6, 2021 | AttributeExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| SE3D: A Framework For Saliency Method Evaluation In 3D Imaging | May 23, 2024 | 3D Classification3D Object Detection | CodeCode Available | 0 | 5 |
| Black Box Model Explanations and the Human Interpretability Expectations -- An Analysis in the Context of Homicide Prediction | Oct 19, 2022 | AttributeExplainable 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 |
