Ковальчук Сергей Валерьевич


кандидат технических наук
kovalchuk@itmo.ru
Структурное подразделение:
национальный центр когнитивных разработок
Должность:
старший научный сотрудник
Структурное подразделение:
факультет цифровых трансформаций
Должность:
доцент
Профиль:
05.13.11 - Математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей
05.13.17 - Теоретические основы информатики
05.13.18 - Математическое моделирование, численные методы и комплексы программ
05.13.10 - Управление в социальных и экономических системах

Область интересов:
Моделирование сложных систем, высокопроизводительные и распределенные вычисления, интеллектуальные и знание-ориентированные технологии, предсказательное моделирование, технологии электронной науки (eScience).
Рабочий язык:
Английский, Русский

Публикации руководителя
Выходные данные Год Индексирование в БД
Bolgova K.V., Kovalchuk S.V., Balakhontceva M.A., Zvartau N.E., Metsker O.G. Human Computer Interaction During Clinical Decision Support With Electronic Health Records Improvement//International Journal of E-Health and Medical Communications, 2020, Vol. 11, No. 1, pp. 93-106 2020 Scopus, Web of Science
Derevitskii I.V., Kovalchuk S.V. . Machine Learning-Based Factor Analysis of Carbohydrate Metabolism Compensation for TDM2 Patients//Studies in health technology and informatics, 2020, Vol. 273, pp. 123-128 2020 Scopus, Web of Science
Derevitskii I.V., Savitskaya D.A., Babenko A.Y., Kovalchuk S.V. The atrial fibrillation risk score for hyperthyroidism patients//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12140 LNCS, pp. 495-508 2020 Scopus, Web of Science
Бухановский А.В., Иванов С.В., Ковальчук С.В., Нечаев Ю.И. Онтологическая система знаний и вычислительных ресурсов современных интеллектуальных технологий // Онтология проектирования -2020. - Т. 10. - № 1(35). - С. 22-33 2020 ВАК, РИНЦ
Balabaeva K., Funkner A., Kovalchuk S. Automated Spelling Correction for Clinical Text Mining in Russian//Studies in health technology and informatics, 2020, Vol. 270, pp. 43-47 2020 Scopus, Web of Science
Funkner A., Balabaeva K., Kovalchuk S. Negation Detection for Clinical Text Mining in Russian//Studies in health technology and informatics, 2020, Vol. 270, pp. 342-346 2020 Scopus, Web of Science
Funkner A.A., Kovalchuk S.V. Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12140 LNCS, pp. 591-602 2020 Scopus, Web of Science
Kovalchuk S.V., Funkner A.A., Balabaeva K.Y., Derevitskii I.V., Fonin V.V., Bukhanov N.V. Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12137 LNCS, pp. 667-675 2020 Scopus, Web of Science
Abuhay T.M., Metsker O.G., Yakovlev A.N., Kovalchuk S.V. Constructing holistic patient flow simulation using system approach//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12140 LNCS, pp. 418-429 2020 Scopus, Web of Science
Abuhay T.M., Nigatie Y.G., Metsker O., Yakovlev A.N., Kovalchuk S.V. Investigating coordination of hospital departments in delivering healthcare for acute coronary syndrome patients using data-driven network analysis//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12140 LNCS, pp. 430-440 2020 Scopus, Web of Science
Kovalchuk S.V., Krzhizhanovskaya V.V., Sloot P. 20 years of computational Science//Journal of Computational Science, 2020, Vol. 46, pp. 101187 2020 Scopus, Web of Science
Metsker O., Magoev K., Yakovlev A., Yanishevskiy S., Kopanitsa G., Kovalchuk S., Krzhizhanovskaya V.V. Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study//BMC Medical Informatics and Decision Making, 2020, Vol. 20, No. 1, pp. 201 2020 Scopus, Web of Science
Derevitckii I.V., Kovalchuk S.V. Machine Learning-Based Predictive Modeling of Complications of Chronic Diabetes//Procedia Computer Science, 2020, Vol. 178, pp. 274-283 2020 Scopus, Web of Science
Leonenko V.N., Kovalchuk S.V. Analyzing the spatial distribution of individuals predisposed to arterial hypertension in Saint Petersburg using synthetic populations//ITM Web of Conferences, 2020, Vol. 31, pp. 03002 2020 Web of Science
Guleva V.Y., Shikov E., Bochenina K.O., Kovalchuk S.V., Alodjants A.P., Bukhanovsky A.V. . Emerging complexity in distributed intelligent systems//Entropy, 2020, Vol. 22, No. 12, pp. 1437 2020 Scopus, Web of Science
Balabaeva K.Y., Akmadieva L., Kovalchuk S.V. Optimal Wells Placement to Maximize the Field Coverage Using Derivative-Free Optimization//Procedia Computer Science, 2020, Vol. 178, pp. 65-74 2020 Scopus, Web of Science
Balabaeva K.Y., Kovalchuk S.V. Post-hoc Interpretation of Clinical Pathways Clustering using Bayesian Inference//Procedia Computer Science, 2020, Vol. 178, pp. 264-273 2020 Scopus, Web of Science
Balabaeva K., Kovalchuk S.V. Experiencer detection and automated extraction of a family disease tree from medical texts in russian language//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020, Vol. 12140 LNCS, pp. 603-612 2020 Scopus, Web of Science
Elkhovskaya L., Kabyshev M., Funkner A., Balakhontceva M., Fonin V., Kovalchuk S. Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment//Studies in health technology and informatics, 2019, Vol. 261, pp. 309-312 2019 Scopus, Web of Science
Metsker O.G., Sikorskiy S.A., Semakova A.A., Krikunov A., Balakhontceva M.A., Melnikova N.B., Kovalchuk S.V. Holistic Monitoring and Analysis of Healthcare Processes through Public Internet Data Collection//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11551, pp. 42-50 2019 Scopus, Web of Science
Metsker O., Trofimov E., Sikorskiy S., Kovalchuk S.V. Text and Data Mining Techniques in Judgment Open Data Analysis for Administrative Practice Control//Communications in Computer and Information Science, 2019, Vol. 947, pp. 169-180 2019 Scopus, Web of Science
Derevitskii I., Funkner A., Metsker O., Kovalchuk S. Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study//Studies in health technology and informatics, 2019, Vol. 261, pp. 150-155 2019 Scopus, Web of Science
Metsker O., Kesarev S., Bolgova E., Golubev K., Karsakov A., Yakovlev A., Kovalchuk S. Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2019, Vol. 11540, pp. 674-680 2019 Scopus, Web of Science
Nikitin N.O., Deeva I., Vychuzhanin P., Kalyuzhnaya A.V., Hvatov A., Kovalchuk S.V. Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study//GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion, 2019, pp. 1583-1591 2019 Scopus, Web of Science
Derevitskii I.V., Kovalchuk S.V. Analysis course of the disease of type 2 diabetes patients using Markov chains and clustering methods//Procedia Computer Science, 2019, Vol. 156, pp. 114-122 2019 Scopus, Web of Science
Balabaeva K.I., Kovalchuk S.V., Metsker O. Dynamic features impact on the quality of chronic heart failure predictive modelling//Studies in health technology and informatics, 2019, Vol. 261, pp. 179-184 2019 Scopus, Web of Science
Funkner A.A., Zvartau N.E., Kovalchuk S.V. Motif identification in vital signs of chronic patients//Procedia Computer Science, 2019, Vol. 156, pp. 105-113 2019 Scopus, Web of Science
Metsker O., Yakovlev A., Ilin A.E., Kovalchuk S.V. Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning//Studies in health technology and informatics, 2019, Vol. 261, pp. 137-142 2019 Scopus, Web of Science
Ionov M., Zvartau N., Semakova A.A., Bolgova E., Kovalchuk S.V., Boukhanovsky A.V., Konradi A.O. Response rate and patients characteristics associated with effective antihypertensive monotherapy//Journal of Hypertension, 2019, Vol. 37, pp. E105 2019 Scopus, Web of Science
Balabaeva K., Kovalchuk S.V. Comparison of Temporal and Non-Temporal Features Effect on Machine Learning Models Quality and Interpretability for Chronic Heart Failure Patients//Procedia Computer Science, 2019, Vol. 156, pp. 87-96 2019 Scopus, Web of Science
Mikhailov Y.I., Budrin A.G., Budrina E.V., Kovalchuk S.V., Soldatova A.V., Lemeshkin R.N. Informational Support of Automated Quality Management Systems for Medical Service Provision Based on the Prognosis of the Patient Affects Outcome in Social Emergencies//2019 International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS), 2019, pp. 284-287 2019 Scopus, Web of Science
Kabyshev M.V., Kovalchuk S.V. . Development of personalized mobile assistant for chronic disease patients: diabetes mellitus case study//Procedia Computer Science, 2019, Vol. 156, pp. 123-133 2019 Scopus, Web of Science
Kovalchuk S.V., Krzhizhanovskaya V.V. ., Shi Y., Fu H., Lees M.H., Dongarra J., Sloot P. Science at the Intersection of Data, Modelling, and Computation//Journal of Computational Science, 2019, Vol. 34, pp. 117-119 2019 Scopus, Web of Science
Kovalchuk S.V. ., Krotov E., Smirnov P.A. ., Nasonov D.A. ., Yakovlev A.N. Distributed Data-Driven Platform for Urgent Decision Making in Cardiological Ambulance Control//Future Generation Computer Systems, 2018, Vol. 79, No. Part.1, pp. 144-154 2018 Scopus, Web of Science
Kovalchuk S.V., Krzhizhanovskaya V.V., Koumoutsakos P., Chatzi E., Lees M.H., Dongarra J., Sloot P.M. The Art of Computational Science: Bridging Gaps – Forming Alloys//Journal of Computational Science, 2018, Vol. 26, pp. 190-192 2018 Scopus, Web of Science
Metsker O., Yakovlev A., Bolgova E.V., Vasin A., Kovalchuk S. Identification of Pathophysiological Subclinical Variances During Complex Treatment Process of Cardiovascular Patients//Procedia Computer Science, 2018, Vol. 138, pp. 161-168 2018 Scopus, Web of Science
Abuhay T.M., Kovalchuk S.V., Bochenina K.O., Mbogo G., Visheratin A.A., Kampis G., Krzhizhanovskaya V.V., Lees M.H. Analysis of Publication Activity of Computational Science Society in 2001-2017 Using Topic Modelling and Graph Theory//Journal of Computational Science, 2018, Vol. 26, pp. 193-204 2018 Scopus, Web of Science
Kovalchuk S.V., Moskalenko M.A., Yakovlev A.N. Towards Model-based Policy Elaboration on City Scale using Game Theory: Application to Ambulance Dispatching//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10860, pp. 404-417 2018 Scopus, Web of Science
Kovalchuk S.V. ., Funkner A.A., Metsker O.G., Yakovlev A.N. Simulation of Patient Flow in multiple Healthcare Units using Process and Data Mining Techniques for Model Identification//Journal of Biomedical Informatics, 2018, Vol. 82, pp. 128-142 2018 Scopus, Web of Science
Butakov N., Petrov M., Mukhina K., Nasonov D.A., Kovalchuk S.V. Unified domain-specific language for collecting and processing data of social media//Journal of Intelligent Information Systems, 2018, Vol. 51, No. 2, pp. 389-414 2018 Scopus, Web of Science
Zvartau N., Semakova A., Bolgova E., Kovalchuk S., Boukhanovsky A., Konradi A. Prediction Of Blood Pressure-lowering Efficacy Of Antihypertensive Treatment Depending On Individual Patient Characteristics: Initial Model//Journal of Hypertension, 2018, Vol. 36, No. Suppl.1, pp. e21 2018 Scopus, Web of Science
Abuhay T.M., Nigatie Y.G., Metsker O.G., Kovalchuk S.V. . Investigating Application of Change Point Analysis in Monitoring Health Condition of Acute Coronary Syndrome Patients//Procedia Computer Science, 2018, Vol. 136, pp. 408-415 2018 Scopus, Web of Science
Sikorskiy S., Metsker O., Yakovlev A., Kovalchuk S. Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 10862, pp. 818-824 2018 Scopus, Web of Science
Fu X., Presbitero A., Kovalchuk S.V., Krzhizhanovskaya V.V. Coupling Game Theory and Discrete-Event Simulation for Model-Based Ambulance Dispatching//Procedia Computer Science, 2018, Vol. 136, pp. 398-407 2018 Scopus, Web of Science
Balakhontceva M.A., Funkner A.A., Semakova A.A., Metsker O.G., Zvartau N.E., Yakovlev A.N., Lutsenko A.E., Kovalchuk S.V. Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making//Procedia Computer Science, 2018, Vol. 138, pp. 228-237 2018 Scopus, Web of Science
Kovalchuk S.V., Kisliakovskii I.O., Metsker O.G., Nikitin N.O., Funkner A.A., Kalyuzhnaya A.V., Vaganov D.A., Bochenina K.O. Towards management of complex modeling through a hybrid evolutionary identification//GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion, 2018, pp. 255-256 2018 Scopus
Vaganov D., Funkner A., Kovalchuk S., Guleva V., Bochenina K. Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data//Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, Vol. 11185, pp. 439-454 2018 Scopus, Web of Science
Metsker O., Sikorsky S., Yakovlev A., Kovalchuk S. Dynamic mortality prediction using machine learning techniques for acute cardiovascular cases//Procedia Computer Science, 2018, Vol. 136, pp. 351-358 2018 Scopus, Web of Science
Kovalchuk S.V. ., Metsker O.G., Funkner A.A., Kisliakovskii I.O., Nikitin N.O., Kalyuzhnaya A.V., Vaganov D.A., Bochenina K.O. A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification//Complexity, 2018, pp. 5870987 2018 Scopus, Web of Science
Yakovlev A., Metsker O., Kovalchuk S.V., Bologova E. Prediction of in-hospital mortality and length of stay in acute coronary syndrome patients using machine-learning methods//Journal of the American College of Cardiology, 2018, Vol. 71, No. 11(Suppl.), pp. A242 2018 Scopus, Web of Science
Abuhay T.M., Nigatie Y.G., Kovalchuk S.V. Towards Predicting Trend of Scientific Research Topics using Topic Modeling//Procedia Computer Science, 2018, Vol. 136, pp. 304-310 2018 Scopus, Web of Science
Абухай Т., Ковальчук С.В., Балахонцева М.А., Бухановский А.В. Моделирование, анализ и прогнозирование процессов оказания кардиологической помощи в стационаре // Известия высших учебных заведений. Приборостроение -2018. - Т. 61. - № 8. - С. 730-733 2018 ВАК, РИНЦ
Лемешкин Р.Н., Савченко И., Латыпов И.Ф., Жуков А., Крикунов А.В., Ковальчук С.В., Балахонцева М.А. Имитационное моделирование - инструмент научного изучения организации медицинского обеспечения войск (сил) в военных конфликтах и чрезвычайных ситуациях мирного времени // Медицина катастроф -2018. - № 2(102). - С. 5-10 2018 ВАК, РИНЦ
Семакова А.А., Звартау Н.Э., Ковальчук С.В., Бухановский А.В. Многомасштабное популяционное моделирование процессов развития и лечения артериальной гипертензии // Известия высших учебных заведений. Приборостроение -2018. - Т. 61. - № 10. - С. 922-929 2018 ВАК, РИНЦ
Magoev K., Krzhizhanovskaya V.V., Kovalchuk S.V. Application of clustering methods for detecting critical acute coronary syndrome patients//Procedia Computer Science, 2018, Vol. 136, pp. 370-379 2018 Scopus, Web of Science
Kovalchuk S.V. ., Funkner A., Metsker O., Yakovlev A. Data-driven modeling and simulation of complex healthcare environment for p4 medicine//Исследования по геоинформатике: труды геофизического центра РАН, 2017, Vol. 5, No. 1, pp. 144 2017 РИНЦ
Лемешкин Р.Н., Крикунов А.В., Ковальчук С.В., Савченко И. Имитационная модель оказания медицинской помощи раненым в медицинском отряде специального назначения в ходе ликвидации медико-санитарных последствий чрезвычайных ситуаций // Медико-биологические и социально-психологические проблемы безопасности в чрезвычайных ситуациях -2017. - № 4. - С. 20-33 2017 ВАК, РИНЦ
Функнер А.А., Яковлев А.Н., Ковальчук С.В. Имитационное моделирование нагрузки на группу ключевых отделений специализированного медицинского центра в ходе обслуживания разнородного потока пациентов на примере острого коронарного синдрома // Труды Восьмой Всероссийской научно-практической конференции "Имитационное моделирование. Теория и практика" (ИММОД-2017) (СПб, 18-20октября 2017г.) -2017. - С. 550-553 2017 РИНЦ
Bolgova E.V., Zvartau N.E., Kovalchuk S., Balakhontceva M., Metsker O.G. Improving Electronic Medical Records with Support of Human Computer Interaction in Medical Information Systems//Procedia Computer Science, 2017, Vol. 121, pp. 469-474 2017 Scopus, Web of Science
Metsker O.G., Bolgova E.V., Yakovlev A.N., Funkner A.A., Kovalchuk S.V. . Pattern-based Mining in Electronic Health Records for Complex Clinical Process Analysis//Procedia Computer Science, 2017, Vol. 119, pp. 197-206 2017 Scopus, Web of Science
Palomares I., Kovalchuk S.V. . Multi-View Data approaches in Recommender Systems: an Overview: (Invited Paper)//Procedia Computer Science, 2017, Vol. 119, pp. 30-41 2017 Scopus, Web of Science
Kisliakovskii I., Balakhontceva M., Kovalchuk S., Zvartau N., Konradi A. Towards a simulation-based framework for decision support in healthcare quality assessment//Procedia Computer Science, 2017, Vol. 119, pp. 207-214 2017 Scopus, Web of Science
Funkner A., Yakovlev A., Kovalchuk S.V. . Data-driven modeling of clinical pathways using electronic health records//Procedia Computer Science, 2017, Vol. 121, pp. 835-842 2017 Scopus, Web of Science
Abuhay T.M., Kovalchuk S.V. ., Bochenina K.O., Kampis G., Krzhizhanovskaya V.V. ., Lees M.H. Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory//Procedia Computer Science, 2017, Vol. 108, pp. 7-17 2017 Scopus, Web of Science
Funkner A.A., Yakovlev A.N., Kovalchuk S.V. . Towards Evolutionary Discovery of Typical Clinical Pathways in Electronic Health Records//Procedia Computer Science, 2017, Vol. 119, pp. 234-244 2017 Scopus, Web of Science
Bukhanov N., Balakhontceva M., Kovalchuk S., Zvartau N., Konradi A. Multiscale modeling of comorbidity relations in hypertensive outpatients//Procedia Computer Science, 2017, Vol. 121, pp. 446-450 2017 Scopus, Web of Science
Zvartau N., Krikunov A., Semakova A., Bolgova E., Kovalchuk S., Boukhanovsky A., Konradi A. Six-year trends in antihypertensive monotherapy: focus on blood pressure control and originals/generics ratio//European heart journal, 2017, Vol. 38, No. Suppl. 1, pp. 359-359 2017 Scopus, Web of Science
Kovalchuk S.V., Abuhay T.M., Altintas I., Norman M., Lees M.H., Krzhizhanovskaya V.V., Dongarra J., Sloot P. Data through the Computational Lens//Journal of Computational Science, 2017, Vol. 20, pp. 81-84 2017 Scopus, Web of Science
Derevitskiy I., Krotov E., Voloshin D., Yakovlev A., Kovalchuk S.V., Karbovskii V. Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making//Procedia Computer Science, 2017, Vol. 108, pp. 2210-2219 2017 Scopus, Web of Science
Chirkin A.M., Belloum A., Kovalchuk S.V., Makkes M., Melnik M.A., Visheratin A.A., Nasonov D.A. Execution Time Estimation for Workflow Scheduling//Future Generation Computer Systems, 2017, Vol. 75, pp. 376-387 2017 Scopus, Web of Science
Kashirin V.V. ., Lantseva A.A., Ivanov S.V., Kovalchuk S.V. ., Boukhanovsky A.V. Evolutionary simulation of complex networks' structures with specific functional properties//Journal of Applied Logic, 2017, Vol. 24, pp. 39-49 2017 Scopus, Web of Science
Kovalchuk S.V., Krikunov A.V., Knyazkov K.V., Boukhanovsky A.V. Classification issues within ensemble-based simulation: application to surge floods forecasting//Stochastic Environmental Research and Risk Assessment, 2017, Vol. 31, No. 5, pp. 1183-1197 2017 Scopus, Web of Science
Funkner A., Kovalchuk S.V., Bochenina K. Preoperational Time Prediction for Percutaneous Coronary Intervention Using Machine Learning Techniques//Procedia Computer Science, 2016, Vol. 101, pp. 172-176 2016 Scopus, Web of Science
Zvartau N., Krikunov A.V., Semakova A.A., Bolgova E.V., Kovalchuk S.V. ., Bukhanovsky A.V. . Five-year trends in specific risk factors in hypertensive patients reffered to specialized cardiological centre//European heart journal, 2016, Vol. 37, No. Suppl.1, pp. 66-67 2016 Scopus, Web of Science
Bolgova E.V., Prokusheva D.I., Krikunov A.V., Zvartau N.E., Kovalchuk S.V. Human-Computer Interaction in Electronic Medical Records: From the Perspectives of Physicians and Data Scientists//Procedia Computer Science, 2016, Vol. 100, pp. 915–920 2016 Scopus, Web of Science
Krikunov A.V., Bolgova E.V., Krotov V., Abukhai T., Yakovlev A.N., Kovalchuk S.V. Complex data-driven predictive modeling in personalized clinical decision support for acute coronary syndrome episodes//Procedia Computer Science, 2016, Vol. 80, pp. 518-529 2016 Scopus, Web of Science
Kiselev A.V., Karbovskii V., Kovalchuk S.V. . Agent-based modelling using ensemble approach with spatial and temporal composition//Procedia Computer Science, 2016, Vol. 80, pp. 530-541 2016 Scopus, Web of Science
Karsakov A., Moiseev A., Mukhina K., Ankudinova I., Ignatieva M., Krotov E., Karbovskii V., Kovalchuk S., Konradi A. Toolbox for Visual Explorative Analysis of Complex Temporal Multiscale Contact Networks Dynamics in Healthcare//Procedia Computer Science, 2016, Vol. 80, pp. 2107-2118 2016 Scopus, Web of Science
Syomov I.I., Bolgova E.V., Kovalchuk S.V., Krikunov A.V., Moiseeva O.M., Simakova M.A. Towards Infrastructure for Knowledge-based Decision Support in Clinical Practice//Procedia Computer Science, 2016, Vol. 100, pp. 907–914 2016 Scopus, Web of Science
Abuhay T.M., Krikunov A.V., Bolgova E.V., Ratova L.G., Kovalchuk S.V. Simulation of Patient Flow and Load of Departments in a Specialized Medical Center//Procedia Computer Science, 2016, Vol. 101, pp. 143–151 2016 Scopus, Web of Science
Zakharchuk A.V., Kovalchuk S.V., Nasonov D.A. Dynamic domain-specific language for BigData tasks' description//Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI), 2015, Vol. 246, pp. 1207-1218 2015 Scopus
Kovalchuk S.V., Knyazkov K.V., Syomov I.I., Yakovlev A.N., Boukhanovsky A.V. Personalized Clinical Decision Support with Complex Hospital-Level Modelling//Procedia Computer Science, 2015, Vol. 66, pp. 392-401 2015 Scopus, Web of Science
Krikunov A.V., Kovalchuk S.V. . Dynamic Selection of Ensemble Members in Multi-model Hydrometeorological Ensemble Forecasting//Procedia Computer Science, 2015, Vol. 66, pp. 220-227 2015 Scopus, Web of Science
Kosukhin S.S., Kovalchuk S.V., Boukhanovsky A.V. Cloud Technology for Forecasting Accuracy Evaluation of Extreme Metocean Events//Procedia Computer Science, 2015, Vol. 51, pp. 2933-2937 2015 Scopus, Web of Science
Kovalchuk S.V., Boukhanovsky A.V. Towards Ensemble Simulation of Complex Systems//Procedia Computer Science, 2015, Vol. 51, pp. 532-541 2015 Scopus, Web of Science
Nasonov D.A. ., Visheratin A.A., Knyazkov K.V., Kovalchuk S.V. Interactive e-Science Cyberinfrastructure for Workflow Management Coupled with Big Data Technology//International Multidisciplinary Scientific GeoConference-SGEM: 15th International Multidisciplinary Scientific Geoconference SGEM 2015, 2015, Vol. 1, No. 2, pp. 175-182 2015 Scopus, Web of Science
Chirkin A.M. ., Belloum A., Kovalchuk S.V., Makkes M. Execution Time Estimation for Workflow Scheduling//Proceedings of WORKS 2014: The 9th Workshop on Workflows in Support of Large-Scale Science - held in conjunction with SC 2014: The International Conference for High Performance Computing, Networking, Storage and Analysis, 2014, pp. 7019857 2014 Scopus, Web of Science
Smirnov P.A., Kovalchuk S.V. Provenance-Based Workflow Composition with Virtual Simulation Objects Technology//2014 11th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2014, 2014, pp. 930-934 2014 Scopus, Web of Science
Nasonov D.A., Churov T.N., Zagarskikh A.S., Kovalchuk S.V. Technological platform for complex processing of large data within early warning systems//WIT Transactions on Information and Communication Technologies, 2014, Vol. 56, pp. 625-634 2014 Scopus
Kashirin V.V., Kovalchuk S.V., Boukhanovsky A.V. Evolutionary simulation of complex networks’ structures with specific functional properties//Advances in Intelligent Systems and Computing, 2014, Vol. 299, pp. 63-72 2014 Scopus, Web of Science
Kovalchuk S.V., Bezgodov A.A., Terekhov D.M., Boukhanovsky A.V. Interactive Environment for Affective Visual Analysis of Large Data within Virtual Reality//Proceedings of 2014 Science and Information Conference, 2014, pp. 736-741 2014 Scopus, Web of Science
Kovalchuk S.V., Smirnov P.A., Knyazkov K.V., Zagarskikh A.S., Boukhanovsky A.V. Knowledge-based Expressive Technologies within Cloud Computing Environments//Advances in Intelligent Systems and Computing, 2014, Vol. 279, pp. 1-11 2014 Scopus, Web of Science
Knyazkov K.V. ., Kovalchuk S.V. . Modeling and Simulation Framework for Development of Interactive Virtual Environments//Procedia Computer Science, 2014, Vol. 29, pp. 332–342 2014 Scopus, Web of Science
Chirkin A.M. ., Kovalchuk S.V. Towards Better Workflow Execution Time Estimation//IERI Procedia, 2014, Vol. 10, pp. 216–223 2014 Web of Science
Dukhanov A.V., Smirnov P.A., Karpova M.S., Kovalchuk S.V. e-Learning Course Design Based on the Virtual Simulation Objects Concept//8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 - Conference Proceedings, 2014, pp. 7036016 2014 Scopus, Web of Science
Smirnov P.A., Kovalchuk S.V. Linked-Data Integration for Workflow-Based Computational Experiments//Communications in Computer and Information Science, 2014, Vol. 468, pp. 175-183 2014 Scopus, Web of Science
Smirnov P.A., Kovalchuk S.V., Dukhanov A.V. Domain Ontologies Integration for Virtual Modelling and Simulation Environments//Procedia Computer Science, 2014, Vol. 29, pp. 2507 -2514 2014 Scopus, Web of Science
Kovalchuk S.V. ., Zakharchuk A.V., Liao J., Ivanov S.V. ., Boukhanovsky A.V. . A Technology for BigData Analysis Task Description using Domain-Specific Languages//Procedia Computer Science, 2014, Vol. 29, pp. 488–498 2014 Scopus, Web of Science
Kovalchuk S.V., Smirnov P.A., Maryin S.V., Tchurov T.N., Karbovsky V.A. Deadline-driven resource management within urgent computing cyberinfrastructure//Procedia Computer Science, 2013, Vol. 18, pp. 2203 – 2212 2013 Scopus, Web of Science
Smirnov P.A. ., Kovalchuk S.V., Boukhanovsky A.V. . Knowledge-based support for complex systems exploration in distributed problem solving environments//Communications in Computer and Information Science, 2013, Vol. 394, pp. 147-161 2013 Scopus, Web of Science
Ковальчук С.В., Чиркин А.М., Князьков К.В. Методы построения и использования моделей производительности облачных сервисов // Динамика сложных систем - XXI век -2013. - Т. 7. - № 3. - С. 90-94 2013 ВАК, РИНЦ
Ivanov S.V., Kovalchuk S.V., Boukhanovsky A.V. Workflow-based Collaborative Decision Support for Flood Management Systems//Procedia Computer Science, 2013, Vol. 18, pp. 2213 – 2222 2013 Scopus, Web of Science
Kovalchuk S.V., Terekhov D.M., Bezgodov A.A., Boukhanovsky A.V. Visual Exploration of Complex Network Data Using Affective Brain-Computer Interface//International Journal of Advanced Computer Science and Applications (IJACSA), 2013, Vol. 4, No. 7, pp. 21–27 2013
Knyazkov K.V., Kovalchuk S.V., Tchurov T.N., Maryin S.V., Boukhanovsky A.V. CLAVIRE: e-Science Infrastructure for Data-driven Computing//Journal of Computational Science, 2012, Vol. 3, No. 6, pp. 504–510 2012 Scopus, Web of Science
Kovalchuk S.V., Smirnov P.A., Kosukhin S.S., Boukhanovsky A.V. Virtual Simulation Objects Concept as a Framework for System-Level Simulation//2012 IEEE 8th International Conference on E-Science, e-Science 2012, 2012, pp. 6404413 2012 Scopus, Web of Science
Boukhanovsky, A.V. ., Kovalchuk S.V. . High-Level Knowledge-Based Structures for Simulation within Urgent Computing Tasks//Procedia Computer Science, 2012, Vol. 9, pp. 1694-1703 2012 Scopus, Web of Science
Kovalchuk S.V., Larchenko A., Boukhanovsky A.V. Knowledge-Based Resource Management for Distributed Problem Solving//Advances in Intelligent and Soft Computing, 2011, Vol. 123, pp. 121-128 2011 Scopus, Web of Science
Ковальчук С.В., Маслов В.Г. Интеллектуальная поддержка процесса конструирования композитных приложений в распределенных проблемно-ориентированных средах // Известия высших учебных заведений. Приборостроение -2011. - Т. 54. - № 10. - С. 29-36 2011 ВАК, РИНЦ
Марьин С.В., Ковальчук С.В. Сервисно-ориентированная платформа исполнения композитных приложений в распределенной среде // Известия высших учебных заведений. Приборостроение -2011. - Т. 54. - № 10. - С. 21-29 2011 ВАК, РИНЦ