| Counterfactual Explanations as Interventions in Latent Space | Jun 14, 2021 | counterfactualExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ | Dec 16, 2022 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| AS-XAI: Self-supervised Automatic Semantic Interpretation for CNN | Dec 2, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target Prediction | Mar 24, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals | Feb 10, 2023 | Autonomous DrivingExplainable artificial intelligence | 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 AI for Comparative Analysis of Intrusion Detection Models | Jun 14, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | 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 Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics | Apr 30, 2022 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Learning local discrete features in explainable-by-design convolutional neural networks | Oct 31, 2024 | Explainable Artificial Intelligence (XAI)Image Classification | 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 |
| Less is More: Discovering Concise Network Explanations | May 24, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation | Sep 30, 2024 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information | Apr 13, 2021 | counterfactualDecision 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 |
| 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 |
| 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 |
| Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI | Jan 27, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| ExClaim: Explainable Neural Claim Verification Using Rationalization | Jan 21, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 | 5 |
| DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction | Mar 2, 2023 | Explainable 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 |
| Delivering Inflated Explanations | Jun 27, 2023 | Explainable artificial intelligenceExplainable 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 |
| Explainability in Music Recommender Systems | Jan 25, 2022 | Collaborative FilteringExplainable artificial intelligence | CodeCode Available | 0 | 5 |
