| Feature Importance Measurement based on Decision Tree Sampling | Jul 25, 2023 | Feature Importance | CodeCode Available | 0 | 5 |
| Bayesian Importance of Features (BIF) | Oct 26, 2020 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| QuXAI: Explainers for Hybrid Quantum Machine Learning Models | May 15, 2025 | Feature ImportanceQuantum Machine Learning | CodeCode Available | 0 | 5 |
| RANCC: Rationalizing Neural Networks via Concept Clustering | Dec 1, 2020 | ClassificationClustering | CodeCode Available | 0 | 5 |
| Can local explanation techniques explain linear additive models? | Sep 19, 2023 | Additive modelsExplanation Fidelity Evaluation | CodeCode Available | 0 | 5 |
| Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation | Feb 13, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 | 5 |
| Feature Importance and Explainability in Quantum Machine Learning | May 14, 2024 | Feature ImportanceQuantum Machine Learning | CodeCode Available | 0 | 5 |
| FAT-DeepFFM: Field Attentive Deep Field-aware Factorization Machine | May 15, 2019 | Click-Through Rate PredictionFeature Importance | CodeCode Available | 0 | 5 |
| Calculating and Visualizing Counterfactual Feature Importance Values | Jun 10, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
| An Explainable Pipeline for Machine Learning with Functional Data | Jan 10, 2025 | Feature Importance | CodeCode Available | 0 | 5 |
| A Genre-Aware Attention Model to Improve the Likability Prediction of Books | Oct 1, 2018 | Feature ImportancePrediction | CodeCode Available | 0 | 5 |
| AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking | Jan 20, 2024 | Feature Importancefeature selection | CodeCode Available | 0 | 5 |
| Explanation by Progressive Exaggeration | Nov 1, 2019 | Feature ImportanceGeneral Classification | CodeCode Available | 0 | 5 |
| Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions | Nov 19, 2018 | Computational EfficiencyFeature Importance | CodeCode Available | 0 | 5 |
| Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features | Apr 1, 2021 | Feature ImportancePrediction | CodeCode Available | 0 | 5 |
| An Evaluation of Explanation Methods for Black-Box Detectors of Machine-Generated Text | Aug 26, 2024 | Feature ImportanceLanguage Modeling | CodeCode Available | 0 | 5 |
| Extensive Evaluation of Transformer-based Architectures for Adverse Drug Events Extraction | Jun 8, 2023 | Feature ImportancePharmacovigilance | CodeCode Available | 0 | 5 |
| Enhancing interpretability of rule-based classifiers through feature graphs | Jun 16, 2025 | DiagnosticFeature Importance | CodeCode Available | 0 | 5 |
| An ensemble meta-estimator to predict source code testability | Aug 20, 2022 | Feature Importanceregression | CodeCode Available | 0 | 5 |
| Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural Networks | Apr 25, 2025 | Autonomous NavigationFeature Importance | CodeCode Available | 0 | 5 |
| Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis | May 30, 2024 | Feature ImportanceSymbolic Regression | CodeCode Available | 0 | 5 |
| BrainMetDetect: Predicting Primary Tumor from Brain Metastasis MRI Data Using Radiomic Features and Machine Learning Algorithms | Jul 6, 2024 | DiagnosticFeature Importance | CodeCode Available | 0 | 5 |
| Explainable Debugger for Black-box Machine Learning Models | Jul 18, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Explaining word embeddings with perfect fidelity: Case study in research impact prediction | Sep 24, 2024 | ArticlesFeature Importance | CodeCode Available | 0 | 5 |
| End-to-end Feature Selection Approach for Learning Skinny Trees | Oct 28, 2023 | Ensemble LearningFeature Compression | CodeCode Available | 0 | 5 |
