104 citations · 243 across the 18 of their papers we have counts for
3 papers · 1 filter
Assessment of cognitive characteristics in intelligent systems and predictive ability
Oleg V. Kubryak, Sergey V. Kovalchuk, Nadezhda G. Bagdasaryan
The article proposes a universal dual-axis intelligent systems assessment scale. The scale considers the properties of intelligent systems within the environmental context, which d…
Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes
Liubov O. Elkhovskaya, Alexander D. Kshenin, Marina A. Balakhontceva +1
Within Process mining, discovery techniques had made it possible to construct business process models automatically from event logs. However, results often do not achieve the balan…
Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability
Sergey V. Kovalchuk, Georgy D. Kopanitsa, Ilia V. Derevitskii +1
The paper presents an approach for building consistent and applicable clinical decision support systems (CDSSs) using a data-driven predictive model aimed at resolving the problem…