activity
20122023
most citedSimulation of Patient Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification

104 citations · 243 across the 18 of their papers we have counts for

collaborators

19 papers

cs.LG2023★ 1 cited

Bayesian Networks for Named Entity Prediction in Programming Community Question Answering

Alexey Gorbatovski, Sergey Kovalchuk

Within this study, we propose a new approach for natural language processing using Bayesian networks to predict and analyze the context and how this approach can be applied to the…

cs.AI2022★ 2 cited

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…

cs.AI2022★ 7 cited

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…

cs.CY2022

Modelling Hospital Strategies in City-Scale Ambulance Dispatching

Xinyu Fu, Valeria Krzhizhanovskaya, Alexey Yakovlev +1

The optimisation in the ambulance dispatching process is significant for patients who need early treatments. However, the problem of dynamic ambulance redeployment for destination…

physics.ins-det2021★ 10 cited

Demonstrating a single-block 3D-segmented plastic-scintillator detector

A. Boyarintsev, A. De Roeck, S. Dolan +9

Three-dimensional finely grained plastic scintillator detectors bring many advantages in particle detectors, allowing a massive active target which enables a high-precision trackin…

cs.LG2021★ 3 cited

Why Machine Learning Integrated Patient Flow Simulation?

Tesfamariam M. Abuhay, Adane Mamuye, Stewart Robinson +1

Patient flow analysis can be studied from a clinical and or operational perspective using simulation. Traditional statistical methods such as stochastic distribution methods have b…