| LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification | Apr 26, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation | Apr 15, 2021 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information | Apr 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Model LineUpper: Supporting Interactive Model Comparison at Multiple Levels for AutoML | Apr 9, 2021 | AutoMLExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Transforming Feature Space to Interpret Machine Learning Models | Apr 9, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models | Apr 7, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Online Feature Screening for Data Streams with Concept Drift | Apr 7, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features | Apr 1, 2021 | Feature ImportancePrediction | CodeCode Available | 0 |
| Feature Selection for Imbalanced Data with Deep Sparse Autoencoders Ensemble | Mar 22, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| Trustworthy Disease Discovery: A Case Study in Alzheimer’s | Mar 13, 2021 | Feature Importance | —Unverified | 0 |
