SurvSHAP

A Proxy-Based Algorithm for Explaining Survival Models with SHAP

Reference: https://ieeexplore.ieee.org/document/10032392

BibTeX Citation

@INPROCEEDINGS{Alabdallah2022,
  author={Alabdallah, Abdallah and Pashami, Sepideh and Rögnvaldsson, Thorsteinn and Ohlsson, Mattias},
  booktitle={2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)}, 
  title={SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP}, 
  year={2022},
  volume={},
  number={},
  pages={1-10},
  keywords={Analytical models;Machine learning algorithms;Machine learning;Predictive models;Prediction algorithms;Data models;Hazards;SurvSHAP;Explainable AI;Survival Patterns;SHAP;Shapley values;Proxy Model;Survival Analysis;Machine Learning},
  doi={10.1109/DSAA54385.2022.10032392}
}