104 citations · 112 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 8 cited
Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: application to evolutionary modeling of clinical pathways
Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk
The paper proposes and investigates an approach for surrogate-assisted performance prediction of data-driven knowledge discovery algorithms. The approach is based on the identifica…
cs.CY2017★ 104 cited
Simulation of Patient Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification
Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker +1
Introduction: An approach to building a hybrid simulation of patient flow is introduced with a combination of data-driven methods for automation of model identification. The approa…