| Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified | Jan 20, 2020 | Deep LearningFeature Importance | —Unverified | 0 |
| Forecasting Corn Yield with Machine Learning Ensembles | Jan 18, 2020 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Topological Descriptors Help Predict Guest Adsorption in Nanoporous Materials | Jan 16, 2020 | Feature ImportanceTopological Data Analysis | —Unverified | 0 |
| An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection | Jan 6, 2020 | Feature ImportanceVariable Selection | —Unverified | 0 |
| SensAI+Expanse Emotional Valence Prediction Studies with Cognition and Memory Integration | Jan 3, 2020 | Feature ImportancePrediction | —Unverified | 0 |
| Feature-Attention Graph Convolutional Networks for Noise Resilient Learning | Dec 26, 2019 | Feature Importance | —Unverified | 0 |
| Learning Deep Attribution Priors Based On Prior Knowledge | Dec 20, 2019 | Feature Importance | —Unverified | 0 |
| SensAI+Expanse Adaptation on Human Behaviour Towards Emotional Valence Prediction | Dec 20, 2019 | Feature Importance | —Unverified | 0 |
| Explainability and Adversarial Robustness for RNNs | Dec 20, 2019 | Adversarial RobustnessFeature Importance | CodeCode Available | 1 |
| Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis | Dec 18, 2019 | Feature ImportancePrognosis | CodeCode Available | 0 |
| Single Sample Feature Importance: An Interpretable Algorithm for Low-Level Feature Analysis | Nov 27, 2019 | Feature ImportancePrediction | —Unverified | 0 |
| Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder | Nov 25, 2019 | DiagnosticFeature Importance | —Unverified | 0 |
| Explanation by Progressive Exaggeration | Nov 1, 2019 | Feature ImportanceGeneral Classification | CodeCode Available | 0 |
| Sobolev Independence Criterion | Oct 31, 2019 | Feature Importancefeature selection | CodeCode Available | 0 |
| Variable Selection with Copula Entropy | Oct 28, 2019 | Explainable ModelsFeature Importance | CodeCode Available | 0 |
| CXPlain: Causal Explanations for Model Interpretation under Uncertainty | Oct 27, 2019 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| Self-attention for raw optical Satellite Time Series Classification | Oct 23, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| PV Power Forecasting Using Weighted Features for Enhanced Ensemble Method | Oct 21, 2019 | Feature Importance | —Unverified | 0 |
| Meaningful Data Sampling for a Faithful Local Explanation Method | Oct 18, 2019 | Explainable artificial intelligenceExplanation Fidelity Evaluation | CodeCode Available | 0 |
| Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification | Oct 18, 2019 | Feature ImportanceGeneral Classification | CodeCode Available | 0 |
| Variance-Based Feature Importance in Neural Networks | Oct 16, 2019 | Feature Importance | CodeCode Available | 0 |
| Measuring Unfairness through Game-Theoretic Interpretability | Oct 12, 2019 | FairnessFeature Importance | —Unverified | 0 |
| Randomized Ablation Feature Importance | Oct 1, 2019 | Feature Importance | —Unverified | 0 |
| Decision Explanation and Feature Importance for Invertible Networks | Sep 30, 2019 | Feature Importance | CodeCode Available | 0 |
| Multi-grained Attention Networks for Single Image Super-Resolution | Sep 26, 2019 | Feature ImportanceImage Super-Resolution | —Unverified | 0 |
