| Explaining word embeddings with perfect fidelity: Case study in research impact prediction | Sep 24, 2024 | ArticlesFeature Importance | CodeCode Available | 0 | 5 |
| Feature Importance Measure for Non-linear Learning Algorithms | Nov 22, 2016 | Feature ImportancePrediction | CodeCode Available | 0 | 5 |
| Granger-causal Attentive Mixtures of Experts: Learning Important Features with Neural Networks | Feb 6, 2018 | Feature ImportanceMixture-of-Experts | CodeCode Available | 0 | 5 |
| ChatGPT-HealthPrompt. Harnessing the Power of XAI in Prompt-Based Healthcare Decision Support using ChatGPT | Aug 17, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Altruist: Argumentative Explanations through Local Interpretations of Predictive Models | Oct 15, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 | 5 |
| Instance-based Explanations for Gradient Boosting Machine Predictions with AXIL Weights | Jan 5, 2023 | Feature Importanceregression | CodeCode Available | 0 | 5 |
| A novel post-hoc explanation comparison metric and applications | Nov 17, 2023 | Feature 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 |
| AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning | Oct 29, 2020 | Feature ImportanceRepresentation Learning | CodeCode Available | 0 | 5 |
| Decision Explanation and Feature Importance for Invertible Networks | Sep 30, 2019 | Feature Importance | CodeCode Available | 0 | 5 |
| Explaining and visualizing black-box models through counterfactual paths | Jul 15, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| 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 | 5 |
| AutoLearn - Automated Feature Generation and Selection | Nov 17, 2017 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 0 | 5 |
| Deep Learning Based Cloud Cover Parameterization for ICON | Dec 21, 2021 | Deep LearningFeature 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 |
| Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural Networks | Apr 25, 2025 | Autonomous NavigationFeature Importance | CodeCode Available | 0 | 5 |
| Enhancing Interpretability and Generalizability in Extended Isolation Forests | Oct 9, 2023 | Anomaly DetectionFeature Importance | CodeCode Available | 0 | 5 |
| Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm | Dec 20, 2020 | ClusteringDenoising | CodeCode Available | 0 | 5 |
| A Guide to Feature Importance Methods for Scientific Inference | Apr 19, 2024 | Feature Importance | CodeCode Available | 0 | 5 |
| AmorProt: Amino Acid Molecular Fingerprints Repurposing based Protein Fingerprint | Mar 27, 2023 | Feature Importance | CodeCode Available | 0 | 5 |
| Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset | Apr 20, 2023 | Feature Importance | CodeCode Available | 0 | 5 |
| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 | 5 |
| Detecting Quishing Attacks with Machine Learning Techniques Through QR Code Analysis | May 6, 2025 | Feature Importance | CodeCode Available | 0 | 5 |
| Detection of extragalactic Ultra-Compact Dwarfs and Globular Clusters using Explainable AI techniques | Jan 5, 2022 | Feature ImportanceQuantization | CodeCode Available | 0 | 5 |
| Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNs | Jul 13, 2020 | Feature Importanceregression | CodeCode Available | 0 | 5 |
