Sergey V. Kovalchuk
Orcid: 0000-0001-8828-4615Affiliations:
- ITMO University, Saint Petersburg, Russia
According to our database1,
Sergey V. Kovalchuk
authored at least 108 papers
between 2012 and 2025.
Collaborative distances:
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Bibliography
2025
Modelling diversity in hospital strategies in city-scale ambulance dispatching with coupled game-theoretic model and discrete-event simulation.
J. Biomed. Informatics, 2025
2024
RuMedSpellchecker: A new approach for advanced spelling error correction in Russian electronic health records.
J. Comput. Sci., 2024
Trends in Computational Science: Natural Language Processing and Network Analysis of 23 Years of ICCS Publications.
Proceedings of the Computational Science - ICCS 2024, 2024
Proceedings of the Computational Science - ICCS 2024, 2024
Modelling Information Perceiving Within Clinical Decision Support Using Inverse Reinforcement Learning.
Proceedings of the Computational Science - ICCS 2024, 2024
Reinforcement Learning for Question Answering in Programming Domain using Public Community Scoring as a Human Feedback.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
2023
J. Simulation, September, 2023
An Experimental Outlook on Quality Metrics for Process Modelling: A Systematic Review and Meta Analysis.
Algorithms, June, 2023
Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes.
Algorithms, January, 2023
Automatic Structuring of Topics for Natural Language Generation in Community Question Answering in Programming Domain.
Proceedings of the Computational Science - ICCS 2023, 2023
RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques.
Proceedings of the Computational Science - ICCS 2023, 2023
Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets.
Proceedings of the Computational Science - ICCS 2023, 2023
Bayesian Networks for Named Entity Prediction in Programming Community Question Answering.
Proceedings of the Computational Science - ICCS 2023, 2023
2022
Hybrid genetic predictive modeling for finding optimal multipurpose multicomponent therapy.
J. Comput. Sci., 2022
Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways.
J. Comput. Sci., 2022
Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability.
J. Biomed. Informatics, 2022
Assessment of cognitive characteristics in intelligent systems and predictive ability.
CoRR, 2022
Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes.
CoRR, 2022
Structuring Research Directions in Medical Domain with Topic Modeling: Application for PhD Theses Synopses in Dentistry.
Proceedings of the pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Study of the User Behaviour Caused by Automatic Recommendation Systems Call to Action.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
COVID-19 Treatment Process Identification: A Case Study in Russian Hospital for Cardiology.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022
2021
20 years of computational science: Selected papers from 2020 International Conference on Computational Science.
J. Comput. Sci., 2021
J. Comput. Sci., 2021
Citywide quality of health information system through text mining of electronic health records.
Appl. Netw. Sci., 2021
Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021
Data-Driven Modeling of Complex Business Process in Heterogeneous Environment of Healthcare Organization with Health Information Systems.
Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021
An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records.
Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021
Lifestyle Cancer Survival Predictors: Influence of Vegetarian Diet on the Relapse of Endometrial Cancer.
Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021
Proceedings of the pHealth 2021 - Proceedings of the 18th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2021
Proceedings of the Public Health and Informatics, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data.
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021
Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian.
Proceedings of the Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era, 2021
2020
Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study.
BMC Medical Informatics Decis. Mak., 2020
Human Computer Interaction During Clinical Decision Support With Electronic Health Records Improvement.
Int. J. E Health Medical Commun., 2020
Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability.
CoRR, 2020
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis.
CoRR, 2020
Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling.
CoRR, 2020
Machine Learning-Based Factor Analysis of Carbohydrate Metabolism Compensation for TDM2 Patients.
Proceedings of the pHealth 2020 - Proceedings of the 17th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2020
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations.
Proceedings of the Computational Science - ICCS 2020, 2020
Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian.
Proceedings of the Computational Science - ICCS 2020, 2020
Proceedings of the Computational Science - ICCS 2020, 2020
Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language.
Proceedings of the Computational Science - ICCS 2020, 2020
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis.
Proceedings of the Computational Science - ICCS 2020, 2020
Proceedings of the Computational Science - ICCS 2020, 2020
2019
J. Comput. Sci., 2019
Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019
Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019
Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019
Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling.
Proceedings of the pHealth 2019 - Proceedings of the 16th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2019
Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox.
Proceedings of the Computational Science - ICCS 2019, 2019
Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
J. Comput. Sci., 2018
Analysis of publication activity of computational science society in 2001-2017 using topic modelling and graph theory.
J. Comput. Sci., 2018
J. Intell. Inf. Syst., 2018
Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification.
J. Biomed. Informatics, 2018
Distributed data-driven platform for urgent decision making in cardiological ambulance control.
Future Gener. Comput. Syst., 2018
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification.
Complex., 2018
Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data.
Proceedings of the Social Informatics, 2018
Holistic Monitoring and Analysis of Healthcare Processes Through Public Internet Data Collection.
Proceedings of the Internet Science, 2018
Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases.
Proceedings of the Computational Science - ICCS 2018, 2018
Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching.
Proceedings of the Computational Science - ICCS 2018, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Text and Data Mining Techniques in Judgment Open Data Analysis for Administrative Practice Control.
Proceedings of the Electronic Governance and Open Society: Challenges in Eurasia, 2018
Identification of Pathophysiological Subclinical Variances During Complex Treatment Process of Cardiovascular Patients.
Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018
Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making.
Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018
2017
Evolutionary simulation of complex networks' structures with specific functional properties.
J. Appl. Log., 2017
Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification.
CoRR, 2017
Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making.
Proceedings of the International Conference on Computational Science, 2017
Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory.
Proceedings of the International Conference on Computational Science, 2017
Proceedings of the CENTERIS 2017 - International Conference on ENTERprise Information Systems / ProjMAN 2017 - International Conference on Project MANagement / HCist 2017, 2017
Improving Electronic Medical Records with Support of Human Computer Interaction in Medical Information Systems.
Proceedings of the CENTERIS 2017 - International Conference on ENTERprise Information Systems / ProjMAN 2017 - International Conference on Project MANagement / HCist 2017, 2017
2016
Computer-assisted workflows composition based on Virtual Simulation Objects technology.
CoRR, 2016
Complex Data-driven Predictive Modeling in Personalized Clinical Decision Support for Acute Coronary Syndrome Episodes.
Proceedings of the International Conference on Computational Science 2016, 2016
Proceedings of the International Conference on Computational Science 2016, 2016
Toolbox for Visual Explorative Analysis of Complex Temporal Multiscale Contact Networks Dynamics in Healthcare.
Proceedings of the International Conference on Computational Science 2016, 2016
2015
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the International Conference on Computational Science, 2015
Proceedings of the 45. Jahrestagung der Gesellschaft für Informatik, Informatik, Energie und Umwelt, INFORMATIK 2015, Cottbus, Germany, September 28, 2015
2014
Evolutionary Simulation of Complex Networks' Structures with Specific Functional Properties.
Proceedings of the International Joint Conference SOCO'14-CISIS'14-ICEUTE'14, 2014
Proceedings of the 9th Workshop on Workflows in Support of Large-Scale Science, 2014
Proceedings of the Knowledge Engineering and the Semantic Web, 2014
Proceedings of the International Conference on Computational Science, 2014
Proceedings of the International Conference on Computational Science, 2014
Modeling and Simulation Framework for Development of Interactive Virtual Environments.
Proceedings of the International Conference on Computational Science, 2014
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014
2013
CoRR, 2013
Knowledge-Based Support for Complex Systems Exploration in Distributed Problem Solving Environments.
Proceedings of the Knowledge Engineering and the Semantic Web, 2013
Proceedings of the International Conference on Computational Science, 2013
Proceedings of the International Conference on Computational Science, 2013
2012
Proceedings of the International Conference on Computational Science, 2012
Proceedings of the 8th IEEE International Conference on E-Science, 2012