| Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees | Apr 21, 2022 | FairnessFeature Importance | CodeCode Available | 0 |
| EPIC: Explanation of Pretrained Image Classification Networks via Prototype | May 19, 2025 | Feature Importanceimage-classification | CodeCode Available | 0 |
| Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy | Apr 8, 2024 | Feature Importanceimage-classification | CodeCode Available | 0 |
| Interpreting Neural Networks With Nearest Neighbors | Sep 8, 2018 | Feature ImportanceGeneral Classification | CodeCode Available | 0 |
| eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart Chair | Aug 18, 2019 | Feature EngineeringFeature Importance | CodeCode Available | 0 |
| Algorithm-Agnostic Explainability for Unsupervised Clustering | May 17, 2021 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking | Jan 20, 2024 | Feature Importancefeature selection | CodeCode Available | 0 |
| Sequential Attention for Feature Selection | Sep 29, 2022 | Feature Importancefeature selection | CodeCode Available | 0 |
| Dual feature-based and example-based explanation methods | Jan 29, 2024 | Feature Importance | CodeCode Available | 0 |
| Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach | Dec 8, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| A Benchmark for Interpretability Methods in Deep Neural Networks | Jun 28, 2018 | Feature Importanceimage-classification | CodeCode Available | 0 |
| SHAP-based Explanations are Sensitive to Feature Representation | May 13, 2025 | Feature Importance | CodeCode Available | 0 |
| Can local explanation techniques explain linear additive models? | Sep 19, 2023 | Additive modelsExplanation Fidelity Evaluation | CodeCode Available | 0 |
| Evaluating Model Explanations without Ground Truth | May 15, 2025 | Feature Importancemodel | CodeCode Available | 0 |
| Is Gender "In-the-Wild" Inference Really a Solved Problem? | May 12, 2021 | AttributeFeature Importance | CodeCode Available | 0 |
| Partial Order in Chaos: Consensus on Feature Attributions in the Rashomon Set | Oct 26, 2021 | Additive modelsDiversity | CodeCode Available | 0 |
| Iterative Feature Exclusion Ranking for Deep Tabular Learning | Dec 21, 2024 | Feature Importancefeature selection | CodeCode Available | 0 |
| DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems | Jun 24, 2019 | ClusteringFeature Importance | CodeCode Available | 0 |
| Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis | Dec 18, 2019 | Feature ImportancePrognosis | CodeCode Available | 0 |
| Calculating and Visualizing Counterfactual Feature Importance Values | Jun 10, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record | Oct 10, 2018 | Feature Importance | CodeCode Available | 0 |
| ShapG: new feature importance method based on the Shapley value | Jun 29, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNs | Jul 13, 2020 | Feature Importanceregression | CodeCode Available | 0 |
| Enhancing Interpretability and Generalizability in Extended Isolation Forests | Oct 9, 2023 | Anomaly DetectionFeature Importance | CodeCode Available | 0 |
| Distributed and parallel time series feature extraction for industrial big data applications | Oct 25, 2016 | Binary ClassificationClassification | CodeCode Available | 0 |
