| BrainMetDetect: Predicting Primary Tumor from Brain Metastasis MRI Data Using Radiomic Features and Machine Learning Algorithms | Jul 6, 2024 | DiagnosticFeature Importance | CodeCode Available | 0 |
| Explainability of Machine Learning Models under Missing Data | Jun 29, 2024 | Explainable artificial intelligenceFeature Importance | CodeCode Available | 0 |
| Unbiased Measurement of Feature Importance in Tree-Based Methods | Mar 12, 2019 | Feature Importance | CodeCode Available | 0 |
| Shapley Chains: Extending Shapley Values to Classifier Chains | Mar 30, 2023 | AttributeDecision Making | CodeCode Available | 0 |
| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 |
| Explainable AI through a Democratic Lens: DhondtXAI for Proportional Feature Importance Using the D'Hondt Method | Nov 7, 2024 | Diabetes PredictionFeature Importance | CodeCode Available | 0 |
| Explaining and visualizing black-box models through counterfactual paths | Jul 15, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Understanding Cyber Athletes Behaviour Through a Smart Chair: CS:GO and Monolith Team Scenario | Aug 18, 2019 | BIG-bench Machine LearningFeature Engineering | CodeCode Available | 0 |
| AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning | Oct 29, 2020 | Feature ImportanceRepresentation Learning | CodeCode Available | 0 |
| Attention Mechanisms Don't Learn Additive Models: Rethinking Feature Importance for Transformers | May 22, 2024 | Additive modelsFeature Importance | CodeCode Available | 0 |
| Explainable Data-driven Modeling of Adsorption Energy in Heterogeneous Catalysis | May 30, 2024 | Feature ImportanceSymbolic Regression | CodeCode Available | 0 |
| Explainable Debugger for Black-box Machine Learning Models | Jul 18, 2021 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| BMX: Boosting Natural Language Generation Metrics with Explainability | Dec 20, 2022 | Feature ImportanceMachine Translation | CodeCode Available | 0 |
| Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural Networks | Apr 25, 2025 | Autonomous NavigationFeature Importance | CodeCode Available | 0 |
| Π-ML: A dimensional analysis-based machine learning parameterization of optical turbulence in the atmospheric surface layer | Apr 24, 2023 | Feature ImportancePhysics-informed machine learning | CodeCode Available | 0 |
| A Detailed Study of Interpretability of Deep Neural Network based Top Taggers | Oct 9, 2022 | Explainable Artificial Intelligence (XAI)Feature Importance | CodeCode Available | 0 |
| Disentangling Interactions and Dependencies in Feature Attribution | Oct 31, 2024 | Feature Importance | CodeCode Available | 0 |
| A tree-based varying coefficient model | Jan 11, 2024 | Feature Importancefeature selection | CodeCode Available | 0 |
| ShaRP: A Novel Feature Importance Framework for Ranking | Jan 30, 2024 | Feature ImportanceLearning-To-Rank | CodeCode Available | 0 |
| ShuffleGate: An Efficient and Self-Polarizing Feature Selection Method for Large-Scale Deep Models in Industry | Mar 12, 2025 | Feature Importancefeature selection | CodeCode Available | 0 |
| Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation | Feb 1, 2019 | Deep LearningFeature Importance | CodeCode Available | 0 |
| Disentangled Self-Attentive Neural Networks for Click-Through Rate Prediction | Jan 11, 2021 | Click-Through Rate PredictionComputational Efficiency | CodeCode Available | 0 |
| Explainable Post hoc Portfolio Management Financial Policy of a Deep Reinforcement Learning agent | Jul 19, 2024 | Deep Reinforcement LearningFeature Importance | CodeCode Available | 0 |
| A Debiased MDI Feature Importance Measure for Random Forests | Jun 26, 2019 | Feature Importancefeature selection | CodeCode Available | 0 |
| ASDnB: Merging Face with Body Cues For Robust Active Speaker Detection | Dec 11, 2024 | Active Speaker DetectionFeature Importance | CodeCode Available | 0 |
