2 papers
cs.LG2020
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
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…