| Implementing NLPs in industrial process modeling: Addressing Categorical Variables | Sep 27, 2024 | Dimensionality ReductionFeature Importance | —Unverified | 0 |
| Improved Bitcoin Price Prediction based on COVID-19 data | Jan 25, 2023 | Feature ImportancePrediction | —Unverified | 0 |
| Improved Feature Importance Computations for Tree Models: Shapley vs. Banzhaf | Aug 9, 2021 | Feature Importance | —Unverified | 0 |
| An Attention Matrix for Every Decision: Faithfulness-based Arbitration Among Multiple Attention-Based Interpretations of Transformers in Text Classification | Sep 22, 2022 | ClassificationFeature Importance | —Unverified | 0 |
| Improving clustering quality evaluation in noisy Gaussian mixtures | Mar 1, 2025 | ClusteringFeature Importance | —Unverified | 0 |
| Improving the Accuracy and Interpretability of Neural Networks for Wind Power Forecasting | Dec 25, 2023 | Feature EngineeringFeature Importance | —Unverified | 0 |
| Incremental Permutation Feature Importance (iPFI): Towards Online Explanations on Data Streams | Sep 5, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Model-Agnostic Confidence Intervals for Feature Importance: A Fast and Powerful Approach Using Minipatch Ensembles | Jun 5, 2022 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Inherent Inconsistencies of Feature Importance | Jun 16, 2022 | Feature Importance | —Unverified | 0 |
| Inside the black box: Neural network-based real-time prediction of US recessions | Oct 26, 2023 | Feature Importanceregression | —Unverified | 0 |
