| Explainable Deep Learning: A Visual Analytics Approach with Transition Matrices | Mar 29, 2024 | Deep LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Learning with Gaussian Processes | Mar 11, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explaining Explanations: An Overview of Interpretability of Machine Learning | May 31, 2018 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | 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 for Comparative Analysis of Intrusion Detection Models | Jun 14, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence and Multicollinearity : A Mini Review of Current Approaches | Jun 17, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Energy-based Model for Accurate Shapley Value Estimation in Interpretable Deep Learning Predictive Modeling | Apr 1, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Graph Neural Networks for the Offline Nanosatellite Task Scheduling Problem | Mar 24, 2023 | Combinatorial OptimizationExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks | May 10, 2019 | Decision MakingExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainability of Predictive Process Monitoring Results: Can You See My Data Issues? | Feb 16, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence for Dependent Features: Additive Effects of Collinearity | Oct 30, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI | Jan 27, 2023 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| "Even if ..." -- Diverse Semifactual Explanations of Reject | Jul 5, 2022 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 0 | 5 |
| ExClaim: Explainable Neural Claim Verification Using Rationalization | Jan 21, 2023 | Claim VerificationDecision Making | CodeCode Available | 0 | 5 |
| Evaluating saliency methods on artificial data with different background types | Dec 9, 2021 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Benchmarking Instance-Centric Counterfactual Algorithms for XAI: From White Box to Black Box | Mar 4, 2022 | Benchmarkingcounterfactual | CodeCode Available | 0 | 5 |
| An Interaction-based Convolutional Neural Network (ICNN) Towards Better Understanding of COVID-19 X-ray Images | Jun 13, 2021 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainability in Music Recommender Systems | Jan 25, 2022 | Collaborative FilteringExplainable artificial intelligence | CodeCode Available | 0 | 5 |
| Eliminating The Impossible, Whatever Remains Must Be True | Jun 20, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes | Sep 22, 2022 | ClusteringDecision Making | CodeCode Available | 0 | 5 |
| An Interpretable Deep Learning Approach for Skin Cancer Categorization | Dec 17, 2023 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| Explainable Artificial Intelligence for Improved Modeling of Processes | Dec 1, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Explainable Authorship Identification in Cultural Heritage Applications: Analysis of a New Perspective | Nov 3, 2023 | Authorship AttributionAuthorship Verification | CodeCode Available | 0 | 5 |
| Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels | Feb 11, 2022 | Computed Tomography (CT)Decision Making | CodeCode Available | 0 | 5 |
| Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data | Jan 23, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
