Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes

Diana Shamsutdinova, Daniel Stamate, Angus Roberts, Daniel Stahl. Combining Cox Model and Tree-Based Algorithms to Boost Performance and Preserve Interpretability for Health Outcomes. In Ilias Maglogiannis, Lazaros Iliadis, John MacIntyre, Paulo Cortez 0001, editors, Artificial Intelligence Applications and Innovations - 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17-20, 2022, Proceedings, Part II. Volume 647 of IFIP Advances in Information and Communication Technology, pages 170-181, Springer, 2022. [doi]

Abstract

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