Sergey V. Kovalchuk

137 papers A 1B 1Misc 13Journal 60Unranked 62

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ArkTS-CodeSearch: A Open-Source ArkTS Dataset for Code Retrieval. CoRR Yulong He, Artem Ermakov, Sergey V. Kovalchuk, Artem Aliev, Dmitry S. Shalymov
2026	J	`jnl`	From Pixels to Digital Agents: An Empirical Study on the Taxonomy and Technological Trends of Reinforcement Learning Environments. CoRR Lijing Luo, Yiben Luo, Alexey Gorbatovski, Sergey V. Kovalchuk, Xiaodan Liang
2026	J	`jnl`	Modeling Descriptive Norms in Multi-Agent Systems: An Auto-Aggregation PDE Framework with Adaptive Perception Kernels. CoRR Chao Li, Ilia V. Derevitskii, Sergey V. Kovalchuk
2026	—	`conf`	Modeling Medical Descriptive Norm Convergence and Violation via Nonlocal Transport and Agent Learning. ICAART (3) Chao Li, Olga Petruchik, Sergey V. Kovalchuk
2026	J	`jnl`	Opinion dynamics and mutual influence with LLM agents through dialog simulation. CoRR Yulong He, Dutao Zhang, Sergey V. Kovalchuk, Pengyi Li, Artem Sedakov
2026	J	`jnl`	Social Life of Code: Modeling Evolution through Code Embedding and Opinion Dynamics. CoRR Yulong He, Nikita Verbin, Sergey V. Kovalchuk
2026	J	`jnl`	Social life of code: Modeling evolution through code embedding and opinion dynamics. J. Comput. Sci. Yulong He, Nikita Verbin, Sergey V. Kovalchuk
2025	—	`conf`	Automatic Detection and Segmentation of Coronary Artery Stenosis in Coronary Angiography Images. ICCS (Workshops 2) Dmitrii Evtyukhov, Georgy D. Kopanitsa, Oleg G. Metsker, Aleksandr Mogilevskii, Alexey N. Yakovlev, Sergey V. Kovalchuk
2025	J	`jnl`	Computational science: Guiding the way towards a sustainable society. J. Comput. Sci. Sergey V. Kovalchuk, Clélia de Mulatier, Valeria V. Krzhizhanovskaya, Leonardo Franco, Maciej Paszynski, Jack J. Dongarra, Peter M. A. Sloot
2025	—	`conf`	Cross-Scale Modeling of Healthcare Norms and Patient Features Dynamics with Interpretable Machine Learning. ICCS (Workshops 2) Chao Li, Dutao Zhang, Fei Ren, Sergey V. Kovalchuk
2025	J	`jnl`	Evolution of the computational science community: The dynamics of topics and collaborations in 24 years of ICCS and JoCS publications. J. Comput. Sci. Lijing Luo, Klavdiya Bochenina, Tesfamariam M. Abuhay, Nachyn Dorzhu, George Kampis, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Clélia de Mulatier, Jack J. Dongarra, Peter M. A. Sloot
2025	—	`conf`	Improving Project-Level Code Generation Using Combined Relevant Context. ICCS (4) Dmitriy Fedrushkov, Denis Tereshchenko, Sergey V. Kovalchuk, Artem Aliev
2025	J	`jnl`	Modelling diversity in hospital strategies in city-scale ambulance dispatching with coupled game-theoretic model and discrete-event simulation. J. Biomed. Informatics Xinyu Fu, Valeria V. Krzhizhanovskaya, Alexey N. Yakovlev, Sergey V. Kovalchuk
2025	J	`jnl`	Multi-agent norm perception and induction in distributed healthcare. J. Biomed. Informatics Chao Li, Olga Petruchik, Elizaveta Grishanina, Sergey V. Kovalchuk
2025	J	`jnl`	Open and Extensible Benchmark for Explainable Artificial Intelligence Methods. Algorithms Ilia Moiseev, Ksenia Balabaeva, Sergey V. Kovalchuk
2025	—	`conf`	Predicting Future Collaborations in a Scientific Community Using Graph Neural Networks. ICCS (4) Nachyn Dorzhu, Tatiana Sukhomlinova, Lijing Luo, Sergey V. Kovalchuk
2025	—	`conf`	Simulation Modeling of Clinical Decision Making for Personalized Policy Identification. ICCS (4) Ashish T. S. Ireddy, Sergey V. Kovalchuk
2025	J	`jnl`	Style2Code: A Style-Controllable Code Generation Framework with Dual-Modal Contrastive Representation Learning. CoRR Dutao Zhang, Sergey V. Kovalchuk, Yulong He
2024	J	`jnl`	Computation at the Cutting Edge of Science. J. Comput. Sci. Sergey V. Kovalchuk, Clélia de Mulatier, Valeria V. Krzhizhanovskaya, Jirí Mikyska, Maciej Paszynski, Jack J. Dongarra, Peter M. A. Sloot
2024	—	`conf`	Modelling Information Perceiving Within Clinical Decision Support Using Inverse Reinforcement Learning. ICCS (4) Ashish T. S. Ireddy, Sergey V. Kovalchuk
2024	—	`conf`	Modelling of Practice Sharing in Complex Distributed Healthcare System. ICCS (4) Chao Li, Olga Petruchik, Elizaveta Grishanina, Sergey V. Kovalchuk
2024	J	`jnl`	Multi-Agent Norm Perception and Induction in Distributed Healthcare. CoRR Chao Li, Olga Petruchik, Elizaveta Grishanina, Sergey V. Kovalchuk
2024	B	`conf`	Prediction of Users Perceptional State for Human-Centric Decision Support Systems in Complex Domains through Implicit Cognitive State Modeling. CogSci Sergey V. Kovalchuk, Ashish Tara Shivakumar Ireddy
2024	A	`conf`	Reinforcement Learning for Question Answering in Programming Domain using Public Community Scoring as a Human Feedback. AAMAS Alexey Gorbatovski, Sergey V. Kovalchuk
2024	J	`jnl`	Reinforcement learning for question answering in programming domain using public community scoring as a human feedback. CoRR Alexey Gorbatovski, Sergey V. Kovalchuk
2024	J	`jnl`	RuMedSpellchecker: A new approach for advanced spelling error correction in Russian electronic health records. J. Comput. Sci. Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk
2024	—	`conf`	Towards Explaining Emergent Behavior in Multi-Agent Systems Micro-Parameter Space Structuring with Feature Importance in Heatbug Model. WI/IAT Sergey V. Kovalchuk, Chao Li, Oleg V. Kubryak
2024	—	`conf`	Trends in Computational Science: Natural Language Processing and Network Analysis of 23 Years of ICCS Publications. ICCS (2) Lijing Luo, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Clélia de Mulatier, Jack J. Dongarra, Peter M. A. Sloot
2023	J	`jnl`	An Experimental Outlook on Quality Metrics for Process Modelling: A Systematic Review and Meta Analysis. Algorithms Ashish T. S. Ireddy, Sergey V. Kovalchuk
2023	—	`conf`	Automatic Structuring of Topics for Natural Language Generation in Community Question Answering in Programming Domain. ICCS (2) Lyudmila Rvanova, Sergey V. Kovalchuk
2023	—	`conf`	Bayesian Networks for Named Entity Prediction in Programming Community Question Answering. ICCS (2) Alexey Gorbatovski, Sergey V. Kovalchuk
2023	J	`jnl`	Bayesian Networks for Named Entity Prediction in Programming Community Question Answering. CoRR Alexey Gorbatovski, Sergey V. Kovalchuk
2023	J	`jnl`	Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes. Algorithms Liubov O. Elkhovskaya, Alexander D. Kshenin, Marina A. Balakhontceva, Mikhail V. Ionov, Sergey V. Kovalchuk
2023	—	`conf`	Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets. ICCS (2) Vadim Lomshakov, Sergey V. Kovalchuk, Maxim Omelchenko, Sergey I. Nikolenko, Artem Aliev
2023	J	`jnl`	Machine learning integrated patient flow simulation: why and how? J. Simulation Tesfamariam M. Abuhay, Stewart Robinson, Adane Letta Mamuye, Sergey V. Kovalchuk
2023	—	`conf`	RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques. ICCS (3) Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk
2023	J	`jnl`	The computational planet. J. Comput. Sci. Sergey V. Kovalchuk, Clélia de Mulatier, Derek Groen, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot
2022	J	`jnl`	Assessment of cognitive characteristics in intelligent systems and predictive ability. CoRR Oleg V. Kubryak, Sergey V. Kovalchuk, Nadezhda G. Bagdasaryan
2022	—	`conf`	COVID-19 Treatment Process Identification: A Case Study in Russian Hospital for Cardiology. HEALTHINF Liubov Elkhovskaya, Sergey V. Kovalchuk, Ilya Potapov, Dmitrii Ovchinnikov
2022	J	`jnl`	Computational science for a better future. J. Comput. Sci. Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Dieter Kranzlmüller, Jack J. Dongarra, Peter M. A. Sloot
2022	J	`jnl`	Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes. CoRR Liubov O. Elkhovskaya, Alexander D. Kshenin, Marina A. Balakhontceva, Sergey V. Kovalchuk
2022	J	`jnl`	Hybrid genetic predictive modeling for finding optimal multipurpose multicomponent therapy. J. Comput. Sci. Vladislav V. Pavlovskii, Ilia V. Derevitskii, Sergey V. Kovalchuk
2022	J	`jnl`	Modelling Hospital Strategies in City-Scale Ambulance Dispatching. CoRR Xinyu Fu, Valeria V. Krzhizhanovskaya, Alexey N. Yakovlev, Sergey V. Kovalchuk
2022	—	`conf`	Neural Additive Models for Explainable Heart Attack Prediction. ICCS (3) Ksenia Balabaeva, Sergey V. Kovalchuk
2022	—	`conf`	Structuring Research Directions in Medical Domain with Topic Modeling: Application for PhD Theses Synopses in Dentistry. pHealth Igor Babikov, Sergey V. Kovalchuk, Ivan Soldatov, Gennady Grebnev
2022	—	`conf`	Study of the User Behaviour Caused by Automatic Recommendation Systems Call to Action. HEALTHINF Georgy D. Kopanitsa, Sergey V. Kovalchuk
2022	—	`conf`	Study of the User Behaviour Caused by Automatic Recommendation Systems Call to Action. pHealth Georgy D. Kopanitsa, Sergey V. Kovalchuk
2022	J	`jnl`	Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: Application to evolutionary modeling of clinical pathways. J. Comput. Sci. Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk
2022	J	`jnl`	Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability. J. Biomed. Informatics Sergey V. Kovalchuk, Georgy D. Kopanitsa, Ilia V. Derevitskii, Georgy A. Matveev, Daria A. Savitskaya
2021	J	`jnl`	20 years of computational science: Selected papers from 2020 International Conference on Computational Science. J. Comput. Sci. Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Gábor Závodszky, Michael Lees, Jack J. Dongarra, Peter M. A. Sloot
2021	—	`conf`	An Unsupervised Approach to Structuring and Analyzing Repetitive Semantic Structures in Free Text of Electronic Medical Records. pHealth Varvara Koshman, Anastasia A. Funkner, Sergey V. Kovalchuk
2021	—	`conf`	Assessing Acceptance Level of a Hybrid Clinical Decision Support Systems. EFMI-STC Georgy D. Kopanitsa, Ilia V. Derevitskii, Daria A. Savitskaya, Sergey V. Kovalchuk
2021	J	`jnl`	Citywide quality of health information system through text mining of electronic health records. Appl. Netw. Sci. Anastasia A. Funkner, Michil P. Egorov, Sergey A. Fokin, Gennady M. Orlov, Sergey V. Kovalchuk
2021	—	`conf`	Clustering Results Interpretation of Continuous Variables Using Bayesian Inference. MIE Ksenia Balabaeva, Sergey V. Kovalchuk
2021	—	`conf`	Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data. ICCS (3) Ksenia Balabaeva, Sergey V. Kovalchuk
2021	—	`conf`	Data-Driven Modeling of Complex Business Process in Heterogeneous Environment of Healthcare Organization with Health Information Systems. pHealth Alexander D. Kshenin, Sergey V. Kovalchuk
2021	—	`conf`	Extraction of Temporal Structures for Clinical Events in Unlabeled Free-Text Electronic Health Records in Russian. EFMI-STC Anastasia A. Funkner, Dmitrii A. Zhurman, Sergey V. Kovalchuk
2021	—	`conf`	Feature Engineering with Process Mining Technique for Patient State Predictions. ICCS (3) Liubov Elkhovskaya, Sergey V. Kovalchuk
2021	—	`conf`	Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy. ICCS (3) Vladislav V. Pavlovskii, Ilia V. Derevitskii, Sergey V. Kovalchuk
2021	J	`jnl`	Hybrid predictive modelling: Thyrotoxic atrial fibrillation case. J. Comput. Sci. Ilya V. Derevitskii, Daria A. Savitskaya, Alina Y. Babenko, Sergey V. Kovalchuk
2021	—	`conf`	Lifestyle Cancer Survival Predictors: Influence of Vegetarian Diet on the Relapse of Endometrial Cancer. pHealth Georgy D. Kopanitsa, Oleg G. Metsker, Ekaterina V. Bolgova, Sergey V. Kovalchuk
2021	—	`conf`	Statistical Inference for Clustering Results Interpretation in Clinical Practice. pHealth Alexander Kanonirov, Ksenia Balabaeva, Sergey V. Kovalchuk
2021	—	`conf`	Treatment Trajectories Graph Compression Algorithm Based on Cliques. pHealth Svetozar Milykh, Sergey V. Kovalchuk
2021	J	`jnl`	Why Machine Learning Integrated Patient Flow Simulation? CoRR Tesfamariam M. Abuhay, Adane Letta Mamuye, Stewart Robinson, Sergey V. Kovalchuk
2020	J	`jnl`	20 years of computational science. J. Comput. Sci. Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Peter M. A. Sloot
2020	—	`conf`	Automated Spelling Correction for Clinical Text Mining in Russian. MIE Ksenia Balabaeva, Anastasia A. Funkner, Sergey V. Kovalchuk
2020	J	`jnl`	Automated Spelling Correction for Clinical Text Mining in Russian. CoRR Ksenia Balabaeva, Anastasia A. Funkner, Sergey V. Kovalchuk
2020	—	`conf`	Constructing Holistic Patient Flow Simulation Using System Approach. ICCS (4) Tesfamariam M. Abuhay, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
2020	J	`jnl`	Emerging Complexity in Distributed Intelligent Systems. Entropy Valentina Y. Guleva, Egor Shikov, Klavdiya Bochenina, Sergey V. Kovalchuk, Alexander P. Alodjants, Alexander Boukhanovsky
2020	—	`conf`	Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language. ICCS (4) Ksenia Balabaeva, Sergey V. Kovalchuk
2020	J	`jnl`	Human Computer Interaction During Clinical Decision Support With Electronic Health Records Improvement. Int. J. E Health Medical Commun. Katerina V. Bolgova, Sergey V. Kovalchuk, Marina A. Balakhontceva, Nadezhda Zvartau, Oleg G. Metsker
2020	J	`jnl`	Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study. BMC Medical Informatics Decis. Mak. Oleg G. Metsker, Kirill Magoev, Alexey N. Yakovlev, Stanislav Yanishevskiy, Georgy D. Kopanitsa, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya
2020	—	`conf`	Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis. ICCS (4) Tesfamariam M. Abuhay, Yemisrach G. Nigatie, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk
2020	J	`jnl`	Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis. CoRR Tesfamariam M. Abuhay, Yemisrach G. Getinet, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk
2020	—	`conf`	Machine Learning-Based Factor Analysis of Carbohydrate Metabolism Compensation for TDM2 Patients. pHealth Ilia V. Derevitskii, Sergey V. Kovalchuk
2020	—	`conf`	Negation Detection for Clinical Text Mining in Russian. MIE Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk
2020	J	`jnl`	Negation Detection for Clinical Text Mining in Russian. CoRR Anastasia A. Funkner, Ksenia Balabaeva, Sergey V. Kovalchuk
2020	J	`jnl`	Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling. CoRR Anastasia A. Funkner, Aleksey N. Yakovlev, Sergey V. Kovalchuk
2020	—	`conf`	The Atrial Fibrillation Risk Score for Hyperthyroidism Patients. ICCS (4) Ilya V. Derevitskii, Daria A. Savitskaya, Alina Y. Babenko, Sergey V. Kovalchuk
2020	J	`jnl`	The Atrial Fibrillation Risk Score for Hyperthyroidism Patients. CoRR Ilya V. Derevitskii, Daria A. Savitskaya, Alina Y. Babenko, Sergey V. Kovalchuk
2020	J	`jnl`	Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability. CoRR Sergey V. Kovalchuk, Georgy D. Kopanitsa, Ilya V. Derevitskii, Daria A. Savitskaya
2020	—	`conf`	Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian. ICCS (4) Anastasia A. Funkner, Sergey V. Kovalchuk
2020	—	`conf`	Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations. ICCS (1) Sergey V. Kovalchuk, Anastasia A. Funkner, Ksenia Y. Balabaeva, Ilya V. Derevitskii, Vladimir V. Fonin, Nikita V. Bukhanov
2019	—	`conf`	Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study. GECCO (Companion) Nikolay O. Nikitin, Pavel Vychuzhanin, Alexander Hvatov, Irina Deeva, Anna V. Kalyuzhnaya, Sergey V. Kovalchuk
2019	—	`conf`	Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling. pHealth Ksenia Balabaeva, Sergey V. Kovalchuk, Oleg G. Metsker
2019	—	`conf`	Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning. pHealth Oleg G. Metsker, Alexey N. Yakovlev, Aleksandr Ilin, Sergey V. Kovalchuk
2019	—	`conf`	Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study. pHealth Ilya V. Derevitskii, Anastasia A. Funkner, Oleg G. Metsker, Sergey V. Kovalchuk
2019	—	`conf`	Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox. ICCS (5) Oleg G. Metsker, Sergey Kesarev, Ekaterina V. Bolgova, Kirill Golubev, Andrey N. Karsakov, Alexey N. Yakovlev, Sergey V. Kovalchuk
2019	—	`conf`	Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment. pHealth Liubov Elkhovskaya, Maxim Kabyshev, Anastasia A. Funkner, Marina Balakhontceva, Vladimir Fonin, Sergey V. Kovalchuk
2019	J	`jnl`	Science at the intersection of data, modelling, and computation. J. Comput. Sci. Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Yong Shi, Haohuan Fu, Michael Harold Lees, Jack J. Dongarra, Peter M. A. Sloot
2018	J	`jnl`	A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. Complex. Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
2018	J	`jnl`	A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification. CoRR Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
2018	J	`jnl`	Analysis of publication activity of computational science society in 2001-2017 using topic modelling and graph theory. J. Comput. Sci. Tesfamariam M. Abuhay, Sergey V. Kovalchuk, Klavdiya Bochenina, Gali-Ketema Mbogo, Alexander A. Visheratin, George Kampis, Valeria V. Krzhizhanovskaya, Michael Harold Lees
2018	J	`jnl`	Distributed data-driven platform for urgent decision making in cardiological ambulance control. Future Gener. Comput. Syst. Sergey V. Kovalchuk, Evgeniy Krotov, Pavel A. Smirnov, Denis A. Nasonov, Alexey N. Yakovlev
2018	—	`conf`	Forecasting Purchase Categories with Transition Graphs Using Financial and Social Data. SocInfo (1) Danila A. Vaganov, Anastasia A. Funkner, Sergey V. Kovalchuk, Valentina Y. Guleva, Klavdiya Bochenina
2018	—	`conf`	Holistic Modeling of Chronic Diseases for Recommendation Elaboration and Decision Making. CENTERIS/ProjMAN/HCist Marina A. Balakhontceva, Anastasia A. Funkner, Anna A. Semakova, Oleg G. Metsker, Nadezhda E. Zvartau, Alexey N. Yakovlev, Anna E. Lutsenko, Sergey V. Kovalchuk
2018	—	`conf`	Holistic Monitoring and Analysis of Healthcare Processes Through Public Internet Data Collection. INSCI Workshops Oleg G. Metsker, Sergey A. Sikorskiy, Anna A. Semakova, Alexey V. Krikunov, Marina A. Balakhontceva, Natalia B. Melnikova, Sergey V. Kovalchuk
2018	—	`conf`	Identification of Pathophysiological Subclinical Variances During Complex Treatment Process of Cardiovascular Patients. CENTERIS/ProjMAN/HCist Oleg G. Metsker, Alexey N. Yakovlev, Ekaterina V. Bolgova, Andrei Vasin, Sergey V. Kovalchuk
2018	—	`conf`	Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases. ICCS (3) Sergey A. Sikorskiy, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk
2018	J	`jnl`	Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification. J. Biomed. Informatics Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev
2018	—	`conf`	Text and Data Mining Techniques in Judgment Open Data Analysis for Administrative Practice Control. EGOSE Oleg G. Metsker, Egor Trofimov, Sergey A. Sikorskiy, Sergey V. Kovalchuk
2018	J	`jnl`	The art of computational science: Bridging gaps - forming alloys. J. Comput. Sci. Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Petros Koumoutsakos, Eleni N. Chatzi, Michael Harold Lees, Jack J. Dongarra, Peter M. A. Sloot
2018	—	`conf`	Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching. ICCS (1) Sergey V. Kovalchuk, Mariia A. Moskalenko, Alexey N. Yakovlev
2018	—	`conf`	Towards management of complex modeling through a hybrid evolutionary identification. GECCO (Companion) Sergey V. Kovalchuk, Oleg G. Metsker, Anastasia A. Funkner, Ilia O. Kisliakovskii, Nikolay O. Nikitin, Anna V. Kalyuzhnaya, Danila A. Vaganov, Klavdiya O. Bochenina
2018	J	`jnl`	Unified domain-specific language for collecting and processing data of social media. J. Intell. Inf. Syst. Nikolay Butakov, Maxim Petrov, Ksenia D. Mukhina, Denis A. Nasonov, Sergey V. Kovalchuk
2017	Misc	`conf`	Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory. ICCS Tesfamariam M. Abuhay, Sergey V. Kovalchuk, Klavdiya O. Bochenina, George Kampis, Valeria V. Krzhizhanovskaya, Michael Harold Lees
2017	J	`jnl`	Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory. CoRR Tesfamariam M. Abuhay, Sergey V. Kovalchuk, Klavdiya O. Bochenina, George Kampis, Valeria V. Krzhizhanovskaya, Michael Harold Lees
2017	J	`jnl`	Data through the Computational Lens. J. Comput. Sci. Sergey V. Kovalchuk, Tesfamariam M. Abuhay, Ilkay Altintas, Michael L. Norman, Michael Harold Lees, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot
2017	J	`jnl`	Evolutionary simulation of complex networks' structures with specific functional properties. J. Appl. Log. Victor V. Kashirin, Anastasia A. Lantseva, Sergey V. Ivanov, Sergey V. Kovalchuk, Alexander V. Boukhanovsky
2017	J	`jnl`	Execution time estimation for workflow scheduling. Future Gener. Comput. Syst. Artem M. Chirkin, Adam S. Z. Belloum, Sergey V. Kovalchuk, Marc X. Makkes, Mikhail A. Melnik, Alexander A. Visheratin, Denis A. Nasonov
2017	—	`conf`	Improving Electronic Medical Records with Support of Human Computer Interaction in Medical Information Systems. CENTERIS/ProjMAN/HCist Ekaterina V. Bolgova, Nadezhda E. Zvartau, Sergey V. Kovalchuk, Marina A. Balakhontceva, Oleg G. Metsker
2017	—	`conf`	Multiscale modeling of comorbidity relations in hypertensive outpatients. CENTERIS/ProjMAN/HCist Nikita V. Bukhanov, Marina Balakhontceva, Sergey V. Kovalchuk, Nadezhda Zvartau, Aleksandra O. Konradi
2017	J	`jnl`	Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification. CoRR Sergey V. Kovalchuk, Anastasia A. Funkner, Oleg G. Metsker, Aleksey N. Yakovlev
2017	Misc	`conf`	Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making. ICCS Ivan Derevitskiy, Evgeniy Krotov, Daniil V. Voloshin, Alexey N. Yakovlev, Sergey V. Kovalchuk, Vladislav A. Karbovskii
2016	Misc	`conf`	Agent-based Modelling Using Ensemble Approach with Spatial and Temporal Composition. ICCS Andrey Kiselev, Vladislav A. Karbovskii, Sergey V. Kovalchuk
2016	Misc	`conf`	Complex Data-driven Predictive Modeling in Personalized Clinical Decision Support for Acute Coronary Syndrome Episodes. ICCS Alexey V. Krikunov, Ekaterina V. Bolgova, Evgeniy Krotov, Tesfamariam M. Abuhay, Alexey N. Yakovlev, Sergey V. Kovalchuk
2016	J	`jnl`	Computer-assisted workflows composition based on Virtual Simulation Objects technology. CoRR Pavel A. Smirnov, Sergey V. Kovalchuk, Alexander V. Boukhanovsky
2016	Misc	`conf`	Toolbox for Visual Explorative Analysis of Complex Temporal Multiscale Contact Networks Dynamics in Healthcare. ICCS Andrey Karsakov, Alexander Moiseev, Ksenia D. Mukhina, Irina Ankudinova, Mariia Ignatieva, Evgeniy Krotov, Vladislav A. Karbovskii, Sergey V. Kovalchuk, Aleksandra O. Konradi
2015	Misc	`conf`	Cloud Technology for Forecasting Accuracy Evaluation of Extreme Metocean Events. ICCS Sergey S. Kosukhin, Sergey V. Kovalchuk, Alexander V. Boukhanovsky
2015	—	`conf`	Dynamic Domain-Specific Language for BigData Tasks' Description. GI-Jahrestagung Artem V. Zakharchuk, Sergey V. Kovalchuk, Denis A. Nasonov
2015	Misc	`conf`	Towards Ensemble Simulation of Complex Systems. ICCS Sergey V. Kovalchuk, Alexander Boukhanovsky
2014	Misc	`conf`	A Technology for BigData Analysis Task Description Using Domain-specific Languages. ICCS Sergey V. Kovalchuk, Artem V. Zakharchuk, Jiaqi Liao, Sergey V. Ivanov, Alexander Boukhanovsky
2014	J	`jnl`	A Technology for BigData Analysis Task Description using Domain-Specific Languages. CoRR Sergey V. Kovalchuk, Artem V. Zakharchuk, Jiaqi Liao, Sergey V. Ivanov, Alexander Boukhanovsky
2014	Misc	`conf`	Domain Ontologies Integration for Virtual Modelling and Simulation Environments. ICCS Pavel A. Smirnov, Sergey V. Kovalchuk, Alexey V. Dukhanov
2014	—	`conf`	Evolutionary Simulation of Complex Networks' Structures with Specific Functional Properties. SOCO-CISIS-ICEUTE Victor V. Kashirin, Sergey V. Kovalchuk, Alexander V. Boukhanovsky
2014	—	`conf`	Execution time estimation for workflow scheduling. WORKS@SC Artem M. Chirkin, Adam S. Z. Belloum, Sergey V. Kovalchuk, Marc X. Makkes
2014	—	`conf`	Linked-Data Integration for Workflow-Based Computational Experiments. KESW Pavel A. Smirnov, Sergey V. Kovalchuk
2014	Misc	`conf`	Modeling and Simulation Framework for Development of Interactive Virtual Environments. ICCS Konstantin V. Knyazkov, Sergey V. Kovalchuk
2014	—	`conf`	Provenance-based workflow composition with virtual simulation objects technology. FSKD Pavel A. Smirnov, Sergey V. Kovalchuk
2013	Misc	`conf`	Deadline-Driven Resource Management within Urgent Computing Cyberinfrastructure. ICCS Sergey V. Kovalchuk, Pavel A. Smirnov, Sergey V. Maryin, Timofey N. Tchurov, Vladislav A. Karbovskiy
2013	—	`conf`	Knowledge-Based Support for Complex Systems Exploration in Distributed Problem Solving Environments. KESW Pavel A. Smirnov, Sergey V. Kovalchuk, Alexander Boukhanovsky
2013	J	`jnl`	Knowledge-based Expressive Technologies within Cloud Computing Environments. CoRR Sergey V. Kovalchuk, Pavel A. Smirnov, Konstantin V. Knyazkov, Alexander S. Zagarskikh, Alexander Boukhanovsky
2013	Misc	`conf`	Workflow-Based Collaborative Decision Support for Flood Management Systems. ICCS Sergey V. Ivanov, Sergey V. Kovalchuk, Alexander Boukhanovsky
2012	J	`jnl`	CLAVIRE: e-Science infrastructure for data-driven computing. J. Comput. Sci. Konstantin V. Knyazkov, Sergey V. Kovalchuk, Timofey N. Tchurov, Sergey V. Maryin, Alexander Boukhanovsky
2012	Misc	`conf`	High-Level Knowledge-Based Structures for Simulation within Urgent Computing Tasks. ICCS Sergey V. Kovalchuk, Alexander Boukhanovsky
2012	J	`jnl`	Virtual Simulation Objects Concept as a Framework for System-Level Simulation. CoRR Sergey V. Kovalchuk, Pavel A. Smirnov, Sergey S. Kosukhin, Alexander V. Boukhanovsky
2012	—	`conf`	Virtual Simulation Objects concept as a framework for system-level simulation. eScience Sergey V. Kovalchuk, Pavel A. Smirnov, Sergey S. Kosukhin, Alexander Boukhanovsky