/SurvCounterfactual

Survival-Patterns-based counterfactual explanations of survival models

Primary LanguageJupyter Notebook

Understanding Survival Models through Counterfactual Explanations

The official repository for the paper "Understanding Survival Models through Counterfactual Explanations" published at the 24th International Conference on Computational Science (ICCS) 2024. Link: https://link.springer.com/chapter/10.1007/978-3-031-63772-8_28

BibTeX Citation

@InProceedings{10.1007/978-3-031-63772-8_28,
    author="Alabdallah, Abdallah and Jakubowski, Jakub and Pashami, Sepideh and Bobek, Szymon and Ohlsson, Mattias and R{\"o}gnvaldsson, Thorsteinn and Nalepa, Grzegorz J.",
    title="Understanding Survival Models Through Counterfactual Explanations",
    booktitle="Computational Science -- ICCS 2024",
    year="2024",
    publisher="Springer Nature Switzerland",
    address="Cham",
    pages="310--324",
    isbn="978-3-031-63772-8"
    doi="10.1007/978-3-031-63772-8_28"
}