| Learning local discrete features in explainable-by-design convolutional neural networks | Oct 31, 2024 | Explainable Artificial Intelligence (XAI)Image Classification | CodeCode Available | 0 |
| Explainable Artificial Intelligence for Dependent Features: Additive Effects of Collinearity | Oct 30, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Few-Shot Multimodal Explanation for Visual Question Answering | Oct 28, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Info-CELS: Informative Saliency Map Guided Counterfactual Explanation | Oct 27, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| AI Readiness in Healthcare through Storytelling XAI | Oct 24, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Trustworthy XAI and Application | Oct 22, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms | Oct 21, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study | Oct 21, 2024 | Data VisualizationExplainable artificial intelligence | —Unverified | 0 |
| Formal Explanations for Neuro-Symbolic AI | Oct 18, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| CohEx: A Generalized Framework for Cohort Explanation | Oct 17, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Information Importance-Aware Defense against Adversarial Attack for Automatic Modulation Classification:An XAI-Based Approach | Oct 15, 2024 | Adversarial AttackClassification | —Unverified | 0 |
| Explainable AI Methods for Multi-Omics Analysis: A Survey | Oct 15, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Study on the Helpfulness of Explainable Artificial Intelligence | Oct 14, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Natural Language Counterfactual Explanations for Graphs Using Large Language Models | Oct 11, 2024 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 |
| CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models | Oct 7, 2024 | Backdoor AttackExplainable artificial intelligence | —Unverified | 0 |
| Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks | Oct 3, 2024 | counterfactualCounterfactual Explanation | —Unverified | 0 |
| Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare | Oct 1, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves | Oct 1, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data | Sep 30, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation | Sep 30, 2024 | ClassificationDecision Making | CodeCode Available | 0 |
| XAI-ResUNet: Analysing the Impact of Pre-training in ResUNet Architectures for Multiple Sclerosis Lesion Segmentation using EigenGradCAM | Sep 25, 2024 | Explainable Artificial Intelligence (XAI)Lesion Detection | CodeCode Available | 0 |
| Examining the Rat in the Tunnel: Interpretable Multi-Label Classification of Tor-based Malware | Sep 25, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Enhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution | Sep 25, 2024 | Deep LearningExplainable artificial intelligence | —Unverified | 0 |
| Deep Learning for Precision Agriculture: Post-Spraying Evaluation and Deposition Estimation | Sep 24, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| From Pixels to Words: Leveraging Explainability in Face Recognition through Interactive Natural Language Processing | Sep 24, 2024 | ChatbotExplainable artificial intelligence | —Unverified | 0 |