| RISE: Randomized Input Sampling for Explanation of Black-box Models | Jun 19, 2018 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 1 |
| Hierarchical interpretations for neural network predictions | Jun 14, 2018 | ClusteringFeature Importance | CodeCode Available | 1 |
| A Unified Approach to Interpreting Model Predictions | May 22, 2017 | Feature ImportanceImage Attribution | CodeCode Available | 1 |
| MUPAX: Multidimensional Problem Agnostic eXplainable AI | Jul 17, 2025 | Anatomical Landmark DetectionAudio Classification | —Unverified | 0 |
| Neural Network-Guided Symbolic Regression for Interpretable Descriptor Discovery in Perovskite Catalysts | Jul 16, 2025 | Feature Importanceregression | —Unverified | 0 |
| SentiDrop: A Multi Modal Machine Learning model for Predicting Dropout in Distance Learning | Jul 14, 2025 | Feature ImportanceSentiment Analysis | —Unverified | 0 |
| Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions | Jul 8, 2025 | Feature Importance | —Unverified | 0 |
| Segment Anything in Pathology Images with Natural Language | Jun 26, 2025 | DiagnosticFeature Importance | —Unverified | 0 |
| The Role of Explanation Styles and Perceived Accuracy on Decision Making in Predictive Process Monitoring | Jun 19, 2025 | counterfactualDecision Making | —Unverified | 0 |
| Enhancing interpretability of rule-based classifiers through feature graphs | Jun 16, 2025 | DiagnosticFeature Importance | CodeCode Available | 0 |
