| Benchmarking Attribution Methods with Relative Feature Importance | Jul 23, 2019 | BenchmarkingFeature Importance | CodeCode Available | 0 |
| Towards Better Explanations of Class Activation Mapping | Feb 10, 2021 | Feature Importance | CodeCode Available | 0 |
| Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features | Apr 1, 2021 | Feature ImportancePrediction | CodeCode Available | 0 |
| VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives | Jun 22, 2022 | Feature ImportanceQuestion Answering | CodeCode Available | 0 |
| Predicting House Rental Prices in Ghana Using Machine Learning | Jan 8, 2025 | Feature Importance | CodeCode Available | 0 |
| DimVis: Interpreting Visual Clusters in Dimensionality Reduction With Explainable Boosting Machine | Feb 10, 2024 | Dimensionality ReductionFeature Importance | CodeCode Available | 0 |
| LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer Information | Apr 13, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Sobolev Independence Criterion | Oct 31, 2019 | Feature Importancefeature selection | CodeCode Available | 0 |
| Evaluating Explainability in Machine Learning Predictions through Explainer-Agnostic Metrics | Feb 23, 2023 | Feature Importance | CodeCode Available | 0 |
| Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps | May 18, 2020 | Atari GamesDecision Making | CodeCode Available | 0 |
| Locally Interpretable One-Class Anomaly Detection for Credit Card Fraud Detection | Aug 5, 2021 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| BIAS: A Body-based Interpretable Active Speaker Approach | Dec 6, 2024 | Active Speaker DetectionFeature Importance | CodeCode Available | 0 |
| Detection of extragalactic Ultra-Compact Dwarfs and Globular Clusters using Explainable AI techniques | Jan 5, 2022 | Feature ImportanceQuantization | CodeCode Available | 0 |
| Explaining word embeddings with perfect fidelity: Case study in research impact prediction | Sep 24, 2024 | ArticlesFeature Importance | CodeCode Available | 0 |
| Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions | Nov 19, 2018 | Computational EfficiencyFeature Importance | CodeCode Available | 0 |
| Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis | May 6, 2025 | Feature Importance | CodeCode Available | 0 |
| Predicting Knowledge Gain for MOOC Video Consumption | Dec 13, 2022 | Feature ImportanceRetrieval | CodeCode Available | 0 |
| Explanation by Progressive Exaggeration | Nov 1, 2019 | Feature ImportanceGeneral Classification | CodeCode Available | 0 |
| FairSHAP: Preprocessing for Fairness Through Attribution-Based Data Augmentation | May 16, 2025 | Data AugmentationFairness | CodeCode Available | 0 |
| Predicting Postoperative Nausea And Vomiting Using Machine Learning: A Model Development and Validation Study | Dec 2, 2023 | Clinical KnowledgeFeature Importance | CodeCode Available | 0 |
| L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data | Aug 8, 2018 | Feature Importance | CodeCode Available | 0 |
| MABSplit: Faster Forest Training Using Multi-Armed Bandits | Dec 14, 2022 | Feature ImportanceMulti-Armed Bandits | CodeCode Available | 0 |
| Towards consistency of rule-based explainer and black box model -- fusion of rule induction and XAI-based feature importance | Jul 16, 2024 | Decision MakingFeature Importance | CodeCode Available | 0 |
| Predicting Survival of Tongue Cancer Patients by Machine Learning Models | Dec 23, 2022 | DescriptiveFeature Importance | CodeCode Available | 0 |
| Machine Learning Assessment of Damage Grade for Post-Earthquake Buildings: A Three-Stage Approach Directly Handling Categorical Features | Sep 18, 2023 | Feature Importancefeature selection | CodeCode Available | 0 |
