SurvTreeSHAP(t) : scalable explanation method for tree-based survival models

Authors

Institutions

Publication Details

Journal
SPIRE - Sciences Po Institutional REpository
Published
2025-08-16
Primary Topic
Explainable Artificial Intelligence (XAI)
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

SurvTreeSHAP(t) : scalable explanation method for tree-based survival models

Sandrine Katsahian, Juliette Murris, Lucas Ducrot, Gilles Fevry et al.
SPIRE - Sciences Po Institutional REpository
Explainable Artificial Intelligence (XAI)
article

SurvTreeSHAP(t) : scalable explanation method for tree-based survival models

Sandrine Katsahian, Juliette Murris, Lucas Ducrot, Gilles Fevry, Clement Dano, Raphael Texier
article en

Abstract

No abstract available for this paper.
SPIRE - Sciences Po Institutional REpository
Hôpital Européen Georges-Pompidou (FR), Centre d'Investigation Clinique Hôpital Européen Georges Pompidou, ENSAE Paris (FR), Organisation Mondiale de la Santé Animale (FR)
Openalex Percentile: Top 79%
Explainable Artificial Intelligence (XAI)
Open Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

SurvTreeSHAP(t) : scalable explanation method for tree-based survival models — Sandrine Katsahian, Juliette Murris, et al. · SPIRE - Sciences Po Institutional REpository (2025) | TGRS Research Map | TGRS