| Better Model Selection with a new Definition of Feature Importance | Sep 16, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations | Sep 14, 2020 | DescriptiveExplainable artificial intelligence | —Unverified | 0 |
| An Argumentation-based Approach for Explaining Goal Selection in Intelligent Agents | Sep 14, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Argumentation-based Agents that Explain their Decisions | Sep 13, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| On Generating Plausible Counterfactual and Semi-Factual Explanations for Deep Learning | Sep 10, 2020 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Play MNIST For Me! User Studies on the Effects of Post-Hoc, Example-Based Explanations & Error Rates on Debugging a Deep Learning, Black-Box Classifier | Sep 10, 2020 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| 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 |
| Machine Reasoning Explainability | Sep 1, 2020 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Mediating Community-AI Interaction through Situated Explanation: The Case of AI-Led Moderation | Aug 19, 2020 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explainability in Deep Reinforcement Learning | Aug 15, 2020 | Deep Reinforcement LearningExplainable artificial intelligence | —Unverified | 0 |
| Survey of XAI in digital pathology | Aug 14, 2020 | DiagnosticExplainable artificial intelligence | —Unverified | 0 |
| ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis | Aug 13, 2020 | Explainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Explainable Artificial Intelligence Based Fault Diagnosis and Insight Harvesting for Steel Plates Manufacturing | Aug 10, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Safety design concepts for statistical machine learning components toward accordance with functional safety standards | Aug 4, 2020 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks | Jul 24, 2020 | Bayesian InferenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Locality Guided Neural Networks for Explainable Artificial Intelligence | Jul 12, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks | Jun 23, 2020 | Explainable Artificial Intelligence (XAI)General Classification | CodeCode Available | 1 |
| Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI | Jun 19, 2020 | DecoderExplainable artificial intelligence | CodeCode Available | 1 |
| The Clever Hans Effect in Anomaly Detection | Jun 18, 2020 | Anomaly DetectionExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey | Jun 16, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| How Much Can I Trust You? -- Quantifying Uncertainties in Explaining Neural Networks | Jun 16, 2020 | Explainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Explainable Artificial Intelligence: a Systematic Review | May 29, 2020 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI) | May 26, 2020 | counterfactualExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Automated Copper Alloy Grain Size Evaluation Using a Deep-learning CNN | May 20, 2020 | Explainable Artificial Intelligence (XAI)General Classification | —Unverified | 0 |
| Applying Genetic Programming to Improve Interpretability in Machine Learning Models | May 18, 2020 | BIG-bench Machine LearningExplainable artificial intelligence | CodeCode Available | 0 |
