Publications

Selected papers

  1. S.V. Kovalchuk, G.D. Kopanitsa, I.V. Derevitskii, G.A. Matveev, D.A. Savitskaya Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability // Journal of Biomedical Informatics, Vol. 127, 2022, pp. 104013. (doi: 10.1016/j.jbi.2022.104013, link)
  2. A.A. Funkner, A.N. Yakovlev, S.V. Kovalchuk Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways // Journal of Computational Science, Vol. 59, 2022, pp. 101562. (doi: 10.1016/j.jocs.2022.101562, link)
  3. I.V. Derevitskii, D.A. Savitskaya, A.Y. Babenko, S.V. Kovalchuk Hybrid predictive modelling: Thyrotoxic atrial fibrillation case // Journal of Computational Science, Vol. 51, 2021, pp. 101365. (doi: 10.1016/j.jocs.2021.101365, link)
  4. O. Metsker, K. Magoev, A. Yakovlev, S. Yanishevskiy, G. Kopanitsa, S. Kovalchuk, V.V. Krzhizhanovskaya Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study // BMC Medical Informatics and Decision Making, Vol. 20, 2020, pp. 201. (doi: 10.1186/s12911-020-01215-w, link)
  5. E.V. Bolgova, S.V. Kovalchuk, M.A. Balakhontceva, N.E. Zvartau, O.G. Metsker Human Computer Interaction During Clinical Decision Support With Electronic Health Records Improvement // International Journal of E-Health and Medical Communications, Vol. 11, Issue 1, 2020, pp. 93-106. (doi: 10.4018/IJEHMC.2020010106, link)
  6. V. Guleva, E. Shikov , K. Bochenina, S. Kovalchuk, A. Alodjants, A. Boukhanovsky Emerging Complexity in Distributed Intelligent Systems // Entropy, Vol. 22, Issue 12, 2020, pp. 1437. (doi: 10.3390/e22121437, link)
  7. S.V. Kovalchuk, A.A. Funkner, O.G. Metsker, A.N. Yakovlev Simulation of Patient Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification // Journal of Biomedical Informatics, Vol. 82, 2018, pp. 128-142. (doi: 10.1016/j.jbi.2018.05.004, link)
  8. S.V. Kovalchuk, O.G. Metsker, A.A. Funkner, I.O. Kisliakovskii, N.O. Nikitin, A.V. Kalyuzhnaya, D.A. Vaganov, K.O. Bochenina A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification // Complexity, Volume 2018, Article ID 5870987, 15 p. (doi: 10.1155/2018/5870987, link)
  9. N. Butakov, M. Petrov, K. Mukhina, D. Nasonov, S. Kovalchuk Unified domain-specific language for collecting and processing data of social media // Journal of Intelligent Information Systems, Vol. 51, Issue 2, 2018, pp. 389-414. (doi: 10.1007/s10844-018-0508-5, link)
  10. T.M. Abuhay, S.V. Kovalchuk, K. Bochenina, G.-K. Mbogo, A.A. Visheratin, G. Kampis, V. V. Krzhizhanovskaya, M.H. Lees Analysis of Publication Activity of Computational Science Society in 2001-2017 Using Topic Modeling and Graph Theory // Journal of Computational Science, Vol. 26, 2018, pp. 193-204. (doi: 10.1016/j.jocs.2018.04.004, link)
  11. S.V. Kovalchuk, E. Krotov, P.A. Smirnov, D.A. Nasonov, A.N. Yakovlev Distributed Data-Driven Platform for Urgent Decision Making in Cardiological Ambulance Control // Future Generation Computer Systems, Vol. 79, Part 1, 2018, pp. 144-154. (doi: 10.1016/j.future.2016.09.017, link)
  12. A.M. Chirkin, A.S.Z. Belloum, S.V. Kovalchuk, M.X. Makkes, M.A. Melnik, A.A. Visheratin, D.A. Nasonov Execution Time Estimation for Workflow Scheduling // Future Generation Computer Systems, Vol. 75, 2017, pp. 376-387. (doi: 10.1016/j.future.2017.01.011, link)
  13. S.V. Kovalchuk, A.V. Krikunov, K.V. Knyazkov, A.V. Boukhanovsky Classification issues within ensemble-based simulation: application to surge floods forecasting // Stochastic Environmental Research and Risk Assessment, Vol. 31, Issue 5, 2017, pp. 1183-1197. (doi: 10.1007/s00477-016-1324-5, link)
  14. V.V. Kashirin, A.A. Lantseva, S.V. Ivanov, S.V. Kovalchuk, A.V. Boukhanovsky Evolutionary simulation of complex networks’ structures with specific functional properties // Journal of Applied Logic, Volume 24, Part A, 2017, pp. 39-49. (doi: 10.1016/j.jal.2016.11.012, link)

All publications - 187 items (2022-03-01)

Patents and software (in Russian) - 22 items (2021-10-22)