| Democratizing Evaluation of Deep Model Interpretability through Consensus | Jan 1, 2021 | Feature Importance | —Unverified | 0 |
| On the Discovery of Feature Importance Distribution: An Overlooked Area | Jan 1, 2021 | Feature Importanceregression | CodeCode Available | 0 |
| Prediction of Enzyme Specificity using Protein Graph Convolutional Neural Networks | Jan 1, 2021 | Feature ImportanceSpecificity | —Unverified | 0 |
| Elastic Net based Feature Ranking and Selection | Dec 30, 2020 | Feature Importancefeature selection | CodeCode Available | 0 |
| GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial Learning | Dec 22, 2020 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm | Dec 20, 2020 | ClusteringDenoising | CodeCode Available | 0 |
| Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymised Spatial Adjacency Information | Dec 16, 2020 | Feature ImportanceFriction | —Unverified | 0 |
| E2E-FS: An End-to-End Feature Selection Method for Neural Networks | Dec 14, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach | Dec 8, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| Shapley values for cluster importance: How clusters of the training data affect a prediction | Dec 7, 2020 | Explainable artificial intelligenceFeature Importance | —Unverified | 0 |
| AI-enabled Prediction of eSports Player Performance Using the Data from Heterogeneous Sensors | Dec 7, 2020 | Feature EngineeringFeature Importance | CodeCode Available | 0 |
| Representaciones del aprendizaje reutilizando los gradientes de la retropropagacion | Dec 6, 2020 | Feature Importance | —Unverified | 0 |
| Hate and Toxic Speech Detection in the Context of Covid-19 Pandemic using XAI: Ongoing Applied Research | Dec 1, 2020 | Explainable Artificial Intelligence (XAI)Feature Importance | —Unverified | 0 |
| A Linguistic Perspective on Reference: Choosing a Feature Set for Generating Referring Expressions in Context | Dec 1, 2020 | Feature ImportanceForm | —Unverified | 0 |
| RANCC: Rationalizing Neural Networks via Concept Clustering | Dec 1, 2020 | ClassificationClustering | CodeCode Available | 0 |
| Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders | Dec 1, 2020 | ClusteringDenoising | CodeCode Available | 1 |
| What went wrong and when?\\ Instance-wise feature importance for time-series black-box models | Dec 1, 2020 | counterfactualFeature Importance | —Unverified | 0 |
| TimeSHAP: Explaining Recurrent Models through Sequence Perturbations | Nov 30, 2020 | Decision MakingFeature Importance | CodeCode Available | 1 |
| FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning | Nov 26, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Towards Unifying Feature Attribution and Counterfactual Explanations: Different Means to the Same End | Nov 10, 2020 | Causal Inferencecounterfactual | CodeCode Available | 2 |
| Multi-View Adaptive Fusion Network for 3D Object Detection | Nov 2, 2020 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Collection and Validation of Psychophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset | Nov 2, 2020 | Feature ImportancePerson Re-Identification | CodeCode Available | 1 |
| AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning | Oct 29, 2020 | Feature ImportanceRepresentation Learning | CodeCode Available | 0 |
| Shapley Flow: A Graph-based Approach to Interpreting Model Predictions | Oct 27, 2020 | Feature Importance | CodeCode Available | 1 |
| Bayesian Importance of Features (BIF) | Oct 26, 2020 | Bayesian InferenceBIG-bench Machine Learning | CodeCode Available | 0 |
