Unbiased split variable selection for random survival forests using maximally selected rank statistics

11 May 2016

Papers citing "Unbiased split variable selection for random survival forests using maximally selected rank statistics"

14 / 14 papers shown

Title
Optimizing HIV Patient Engagement with Reinforcement Learning in Resource-Limited Settings África Periánez Kathrin Schmitz Lazola Makhupula Moiz Hassan Moeti Moleko Ana Fernández del Río Ivan Nazarov Aditya Rastogi Dexian Tang OffRL 37 0 0 14 Aug 2024
Cycling into the workshop: predictive maintenance for Barcelona's bike-sharing system Jordi Grau-Escolano Aleix Bassolas Julian Vicens 32 2 0 26 Apr 2024
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator Lev V. Utkin Danila Eremenko A. Konstantinov 32 4 0 07 Aug 2023
Adaptive Interventions for Global Health: A Case Study of Malaria África Periánez A. Trister Madhav Nekkar Ana Fernández del Río P. Alonso 30 1 0 03 Mar 2023
Actionable Recourse via GANs for Mobile Health Jennifer Chien Anna Guitart Ana Fernández del Río África Periánez Lauren Bellhouse 25 1 0 12 Nov 2022
Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers Annette Spooner Gelareh Mohammadi P. Sachdev H. Brodaty Arcot Sowmya 21 1 0 06 Jul 2022
Prediction of Dilatory Behavior in eLearning: A Comparison of Multiple Machine Learning Models Christof Imhof I. Comsa Martin Hlosta Behnam Parsaeifard Ivan Moser P. Bergamin 32 5 0 30 Jun 2022
AMMASurv: Asymmetrical Multi-Modal Attention for Accurate Survival Analysis with Whole Slide Images and Gene Expression Data Ruoqi Wang Ziwang Huang Haitao Wang Hejun Wu 20 6 0 28 Aug 2021
Counterfactual explanation of machine learning survival models M. Kovalev Lev V. Utkin CML OffRL 27 19 0 26 Jun 2020
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds M. Kovalev Lev V. Utkin AAML 35 31 0 05 May 2020
A weighted random survival forest Lev V. Utkin A. Konstantinov V. Chukanov M. V. Kots M. Ryabinin A. Meldo 16 40 0 01 Jan 2019
Hyperparameters and Tuning Strategies for Random Forest Philipp Probst Marvin N. Wright A. Boulesteix 33 1,351 0 10 Apr 2018
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 158 2,729 0 18 Nov 2015
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 93 2,732 0 18 Aug 2015