| Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset | Apr 20, 2023 | Feature Importance | CodeCode Available | 0 |
| Scalable Multi-task Semantic Communication System with Feature Importance Ranking | Apr 12, 2023 | Feature ImportanceSemantic Communication | —Unverified | 0 |
| Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep Learning | Apr 8, 2023 | Binary ClassificationClassification | CodeCode Available | 0 |
| ECG Feature Importance Rankings: Cardiologists vs. Algorithms | Apr 5, 2023 | Feature Importance | CodeCode Available | 0 |
| Shapley Chains: Extending Shapley Values to Classifier Chains | Mar 30, 2023 | AttributeDecision Making | CodeCode Available | 0 |
| Predicting Thermoelectric Power Factor of Bismuth Telluride During Laser Powder Bed Fusion Additive Manufacturing | Mar 28, 2023 | Feature Importance | —Unverified | 0 |
| Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning | Mar 28, 2023 | Feature ImportanceMulti-Task Learning | —Unverified | 0 |
| AmorProt: Amino Acid Molecular Fingerprints Repurposing based Protein Fingerprint | Mar 27, 2023 | Feature Importance | CodeCode Available | 0 |
| LEURN: Learning Explainable Univariate Rules with Neural Networks | Mar 27, 2023 | Feature ImportanceSemantic Similarity | —Unverified | 0 |
| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | CodeCode Available | 1 |
| EGFR mutation prediction using F18-FDG PET-CT based radiomics features in non-small cell lung cancer | Mar 14, 2023 | Feature Importancefeature selection | —Unverified | 0 |
| Feature Importance: A Closer Look at Shapley Values and LOCO | Mar 10, 2023 | Feature CorrelationFeature Importance | —Unverified | 0 |
| Area of interest adaption using feature importance | Mar 3, 2023 | Feature Importance | —Unverified | 0 |
| Feature Importance Disparities for Data Bias Investigations | Mar 3, 2023 | AttributeFairness | CodeCode Available | 0 |
| iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams | Mar 2, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| A Notion of Feature Importance by Decorrelation and Detection of Trends by Random Forest Regression | Mar 2, 2023 | Feature Importanceregression | —Unverified | 0 |
| Inseq: An Interpretability Toolkit for Sequence Generation Models | Feb 27, 2023 | DecoderFeature Importance | CodeCode Available | 2 |
| Variable Importance Matching for Causal Inference | Feb 23, 2023 | Causal InferenceFeature Importance | CodeCode Available | 0 |
| Evaluating Explainability in Machine Learning Predictions through Explainer-Agnostic Metrics | Feb 23, 2023 | Feature Importance | CodeCode Available | 0 |
| A Comparison of Modeling Preprocessing Techniques | Feb 23, 2023 | Binary ClassificationFeature Importance | —Unverified | 0 |
| Directive Explanations for Monitoring the Risk of Diabetes Onset: Introducing Directive Data-Centric Explanations and Combinations to Support What-If Explorations | Feb 21, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning | Feb 21, 2023 | Feature Importancefeature selection | —Unverified | 0 |
| SurvLIMEpy: A Python package implementing SurvLIME | Feb 21, 2023 | Feature ImportanceSurvival Analysis | CodeCode Available | 1 |
| Algorithmic Hallucinations of Near-Surface Winds: Statistical Downscaling with Generative Adversarial Networks to Convection-Permitting Scales | Feb 17, 2023 | Feature ImportanceImage Super-Resolution | —Unverified | 0 |
| Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality | Feb 16, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
