9 citations · 16 across the 2 of their papers we have counts for
5 papers
Automated Spelling Correction for Clinical Text Mining in Russian
Ksenia Balabaeva, Anastasia Funkner, Sergey Kovalchuk
The main goal of this paper is to develop a spell checker module for clinical text in Russian. The described approach combines string distance measure algorithms with technics of m…
Negation Detection for Clinical Text Mining in Russian
Anastasia Funkner, Ksenia Balabaeva, Sergey Kovalchuk
Developing predictive modeling in medicine requires additional features from unstructured clinical texts. In Russia, there are no instruments for natural language processing to cop…
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…
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification
Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner +5
Complex systems' modeling and simulation are powerful ways to investigate a multitude of natural phenomena providing extended knowledge on their structure and behavior. However, en…
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…