| Interpretable Deep Learning for Forecasting Online Advertising Costs: Insights from the Competitive Bidding Landscape | Feb 11, 2023 | ClusteringFeature Importance | —Unverified | 0 |
| Symbolic Metamodels for Interpreting Black-boxes Using Primitive Functions | Feb 9, 2023 | Feature ImportanceForm | —Unverified | 0 |
| Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal | Feb 7, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Tree-Based Learning on Amperometric Time Series Data Demonstrates High Accuracy for Classification | Feb 6, 2023 | Feature ImportanceTime Series | —Unverified | 0 |
| Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models | Jan 31, 2023 | DescriptiveFeature Importance | —Unverified | 0 |
| Improved Bitcoin Price Prediction based on COVID-19 data | Jan 25, 2023 | Feature ImportancePrediction | —Unverified | 0 |
| Self-FuseNet: Data Free Unsupervised Remote Sensing Image Super-Resolution | Jan 23, 2023 | Blind Super-ResolutionFeature Engineering | —Unverified | 0 |
| Explainable Multilayer Graph Neural Network for Cancer Gene Prediction | Jan 20, 2023 | Feature ImportanceGraph Learning | CodeCode Available | 1 |
| Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset | Jan 17, 2023 | Feature ImportanceMortality Prediction | CodeCode Available | 0 |
| The Berkelmans-Pries Feature Importance Method: A Generic Measure of Informativeness of Features | Jan 11, 2023 | Feature ImportanceInformativeness | CodeCode Available | 0 |
| Semantic match: Debugging feature attribution methods in XAI for healthcare | Jan 5, 2023 | Explainable Artificial Intelligence (XAI)Feature Importance | —Unverified | 0 |
| Instance-based Explanations for Gradient Boosting Machine Predictions with AXIL Weights | Jan 5, 2023 | Feature Importanceregression | CodeCode Available | 0 |
| Predicting traffic crash severity using hybrid of balanced bagging classification and light gradient boosting machine | Jan 1, 2023 | Feature ImportanceHybrid Machine Learning | CodeCode Available | 0 |
| Predicting Survival of Tongue Cancer Patients by Machine Learning Models | Dec 23, 2022 | DescriptiveFeature Importance | CodeCode Available | 0 |
| Towards Cooperative Flight Control Using Visual-Attention | Dec 21, 2022 | Feature Importance | —Unverified | 0 |
| BMX: Boosting Natural Language Generation Metrics with Explainability | Dec 20, 2022 | Feature ImportanceMachine Translation | CodeCode Available | 0 |
| Discrimination, calibration, and point estimate accuracy of GRU-D-Weibull architecture for real-time individualized endpoint prediction | Dec 19, 2022 | Feature Importance | —Unverified | 0 |
| MABSplit: Faster Forest Training Using Multi-Armed Bandits | Dec 14, 2022 | Feature ImportanceMulti-Armed Bandits | CodeCode Available | 0 |
| Predicting Knowledge Gain for MOOC Video Consumption | Dec 13, 2022 | Feature ImportanceRetrieval | CodeCode Available | 0 |
| Which products activate a product? An explainable machine learning approach | Dec 5, 2022 | Feature Importance | —Unverified | 0 |
| LatentSwap3D: Semantic Edits on 3D Image GANs | Dec 2, 2022 | Feature Importance | —Unverified | 0 |
| Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting | Nov 29, 2022 | Feature Importancequantile regression | CodeCode Available | 0 |
| fseval: A Benchmarking Framework for Feature Selection and Feature Ranking Algorithms | Nov 23, 2022 | Automated Feature EngineeringBenchmarking | CodeCode Available | 1 |
| Structural Knowledge Distillation for Object Detection | Nov 23, 2022 | Feature ImportanceKnowledge Distillation | —Unverified | 0 |
| OpenFE: Automated Feature Generation with Expert-level Performance | Nov 22, 2022 | Feature Importance | CodeCode Available | 2 |
