| auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data | Apr 15, 2022 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Interpretable machine learning for time-to-event prediction in medicine and healthcare | Mar 17, 2023 | Decision MakingFeature Importance | CodeCode Available | 1 |
| SurvSHAP(t): Time-dependent explanations of machine learning survival models | Aug 23, 2022 | PredictionTime-to-Event Prediction | CodeCode Available | 1 |
| Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational Learning | Aug 1, 2020 | Accident AnticipationActivity Prediction | CodeCode Available | 1 |
| A Deep Variational Approach to Clustering Survival Data | Jun 10, 2021 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data with Competing Risks | Mar 2, 2020 | Representation LearningSurvival Analysis | CodeCode Available | 1 |
| An Introduction to Deep Survival Analysis Models for Predicting Time-to-Event Outcomes | Oct 1, 2024 | FairnessSurvival Analysis | CodeCode Available | 1 |
| An evidential time-to-event prediction model based on Gaussian random fuzzy numbers | Jun 19, 2024 | Time-to-Event Prediction | —Unverified | 0 |
| Evidential time-to-event prediction with calibrated uncertainty quantification | Nov 12, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Enhancing Collaborative Filtering-Based Course Recommendations by Exploiting Time-to-Event Information with Survival Analysis | Feb 27, 2025 | Collaborative FilteringRecommendation Systems | —Unverified | 0 |
