| 2026 | ICAART | Modeling Medical Descriptive Norm Convergence and Violation via Nonlocal Transport and Agent Learning. | Chao Li, Olga Petruchik, Sergey V. Kovalchuk |
| 2026 | ICCS | Particle Filter Data Assimilation for Reconstructing Latent Hospital Care Pathways Under Partial Observability. | Laith Ahmad, Sergey V. Kovalchuk |
| 2026 | ICCS | 3D Segmentation of Coronary Arteries in Computer Tomography Angiography. | Dmitrii Evtyukhov, Georgy D. Kopanitsa, Oleg G. Metsker, Sergey V. Kovalchuk |
| 2026 | ICCS | Modelling Human Optimal Seeking Behaviour During Evaluation of Process Models with Subjective Complexity. | Ashish Tara Shivakumar Ireddy, Leonid A. Beloglazov, Sergey V. Kovalchuk |
| 2026 | ICCS | Data-Driven Structural Optimization of Descriptive Norms: Bridging Micro and Macro Dynamics in Medical Contexts. | Chao Li, Ilya V. Derevitskii, Sergey V. Kovalchuk |
| 2025 | ICCS | Predicting Future Collaborations in a Scientific Community Using Graph Neural Networks. | Nachyn Dorzhu, Tatiana Sukhomlinova, Lijing Luo, Sergey V. Kovalchuk |
| 2025 | ICCS | Automatic Detection and Segmentation of Coronary Artery Stenosis in Coronary Angiography Images. | Dmitrii Evtyukhov, Georgy D. Kopanitsa, Oleg G. Metsker, Aleksandr Mogilevskii, Alexey N. Yakovlev, Sergey V. Kovalchuk |
| 2025 | ICCS | Improving Project-Level Code Generation Using Combined Relevant Context. | Dmitriy Fedrushkov, Denis Tereshchenko, Sergey V. Kovalchuk, Artem Aliev |
| 2025 | ICCS | Simulation Modeling of Clinical Decision Making for Personalized Policy Identification. | Ashish T. S. Ireddy, Sergey V. Kovalchuk |
| 2025 | ICCS | Cross-Scale Modeling of Healthcare Norms and Patient Features Dynamics with Interpretable Machine Learning. | Chao Li, Dutao Zhang, Fei Ren, Sergey V. Kovalchuk |
| 2024 | CogSci | Prediction of Users Perceptional State for Human-Centric Decision Support Systems in Complex Domains through Implicit Cognitive State Modeling. | Sergey V. Kovalchuk, Ashish Tara Shivakumar Ireddy |
| 2024 | ICCS | Modelling Information Perceiving Within Clinical Decision Support Using Inverse Reinforcement Learning. | Ashish T. S. Ireddy, Sergey V. Kovalchuk |
| 2024 | ICCS | Modelling of Practice Sharing in Complex Distributed Healthcare System. | Chao Li, Olga Petruchik, Elizaveta Grishanina, Sergey V. Kovalchuk |
| 2024 | ICCS | Trends in Computational Science: Natural Language Processing and Network Analysis of 23 Years of ICCS Publications. | Lijing Luo, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Cllia de Mulatier, Jack J. Dongarra, Peter M. A. Sloot |
| 2023 | ICCS | Bayesian Networks for Named Entity Prediction in Programming Community Question Answering. | Alexey Gorbatovski, Sergey V. Kovalchuk |
| 2023 | ICCS | Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets. | Vadim Lomshakov, Sergey V. Kovalchuk, Maxim Omelchenko, Sergey I. Nikolenko, Artem Aliev |
| 2023 | ICCS | RuMedSpellchecker: Correcting Spelling Errors for Natural Russian Language in Electronic Health Records Using Machine Learning Techniques. | Dmitrii Pogrebnoi, Anastasia A. Funkner, Sergey V. Kovalchuk |
| 2023 | ICCS | Automatic Structuring of Topics for Natural Language Generation in Community Question Answering in Programming Domain. | Lyudmila Rvanova, Sergey V. Kovalchuk |
| 2022 | ICCS | Neural Additive Models for Explainable Heart Attack Prediction. | Ksenia Balabaeva, Sergey V. Kovalchuk |
| 2021 | ICCS | Comparison of Efficiency, Stability and Interpretability of Feature Selection Methods for Multiclassification Task on Medical Tabular Data. | Ksenia Balabaeva, Sergey V. Kovalchuk |
| 2021 | ICCS | Feature Engineering with Process Mining Technique for Patient State Predictions. | Liubov Elkhovskaya, Sergey V. Kovalchuk |
| 2021 | ICCS | Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy. | Vladislav V. Pavlovskii, Ilia V. Derevitskii, Sergey V. Kovalchuk |
| 2020 | ICCS | Constructing Holistic Patient Flow Simulation Using System Approach. | Tesfamariam M. Abuhay, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk |
| 2020 | ICCS | Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients Using Data-Driven Network Analysis. | Tesfamariam M. Abuhay, Yemisrach G. Nigatie, Oleg G. Metsker, Aleksey N. Yakovlev, Sergey V. Kovalchuk |
| 2020 | ICCS | Experiencer Detection and Automated Extraction of a Family Disease Tree from Medical Texts in Russian Language. | Ksenia Balabaeva, Sergey V. Kovalchuk |
| 2020 | ICCS | The Atrial Fibrillation Risk Score for Hyperthyroidism Patients. | Ilya V. Derevitskii, Daria A. Savitskaya, Alina Y. Babenko, Sergey V. Kovalchuk |
| 2020 | ICCS | Time Expressions Identification Without Human-Labeled Corpus for Clinical Text Mining in Russian. | Anastasia A. Funkner, Sergey V. Kovalchuk |
| 2020 | ICCS | Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations. | Sergey V. Kovalchuk, Anastasia A. Funkner, Ksenia Y. Balabaeva, Ilya V. Derevitskii, Vladimir V. Fonin, Nikita V. Bukhanov |
| 2019 | GECCO | Deadline-driven approach for multi-fidelity surrogate-assisted environmental model calibration: SWAN wind wave model case study. | Nikolay O. Nikitin, Pavel Vychuzhanin, Alexander Hvatov, Irina Deeva, Anna V. Kalyuzhnaya, Sergey V. Kovalchuk |
| 2019 | ICCS | Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox. | Oleg G. Metsker, Sergey Kesarev, Ekaterina V. Bolgova, Kirill Golubev, Andrey N. Karsakov, Alexey N. Yakovlev, Sergey V. Kovalchuk |
| 2018 | GECCO | Towards management of complex modeling through a hybrid evolutionary identification. | 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 | ICCS | Towards Model-Based Policy Elaboration on City Scale Using Game Theory: Application to Ambulance Dispatching. | Sergey V. Kovalchuk, Mariia A. Moskalenko, Alexey N. Yakovlev |
| 2018 | ICCS | Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases. | Sergey A. Sikorskiy, Oleg G. Metsker, Alexey N. Yakovlev, Sergey V. Kovalchuk |
| 2017 | ICCS | Analysis of Computational Science Papers from ICCS 2001-2016 using Topic Modeling and Graph Theory. | Tesfamariam M. Abuhay, Sergey V. Kovalchuk, Klavdiya O. Bochenina, George Kampis, Valeria V. Krzhizhanovskaya, Michael Harold Lees |
| 2017 | ICCS | Simulation of emergency care for patients with ACS in Saint Petersburg for ambulance decision making. | Ivan Derevitskiy, Evgeniy Krotov, Daniil V. Voloshin, Alexey N. Yakovlev, Sergey V. Kovalchuk, Vladislav A. Karbovskii |
| 2016 | ICCS | Toolbox for Visual Explorative Analysis of Complex Temporal Multiscale Contact Networks Dynamics in Healthcare. | Andrey Karsakov, Alexander Moiseev, Ksenia D. Mukhina, Irina Ankudinova, Mariia Ignatieva, Evgeniy Krotov, Vladislav A. Karbovskii, Sergey V. Kovalchuk, Aleksandra O. Konradi |
| 2016 | ICCS | Agent-based Modelling Using Ensemble Approach with Spatial and Temporal Composition. | Andrey Kiselev, Vladislav A. Karbovskii, Sergey V. Kovalchuk |
| 2016 | ICCS | Complex Data-driven Predictive Modeling in Personalized Clinical Decision Support for Acute Coronary Syndrome Episodes. | Alexey V. Krikunov, Ekaterina V. Bolgova, Evgeniy Krotov, Tesfamariam M. Abuhay, Alexey N. Yakovlev, Sergey V. Kovalchuk |
| 2015 | GI | Dynamic Domain-Specific Language for BigData Tasks' Description. | Artem V. Zakharchuk, Sergey V. Kovalchuk, Denis A. Nasonov |
| 2015 | ICCS | Cloud Technology for Forecasting Accuracy Evaluation of Extreme Metocean Events. | Sergey S. Kosukhin, Sergey V. Kovalchuk, Alexander V. Boukhanovsky |
| 2015 | ICCS | Towards Ensemble Simulation of Complex Systems. | Sergey V. Kovalchuk, Alexander Boukhanovsky |
| 2014 | ICCS | Modeling and Simulation Framework for Development of Interactive Virtual Environments. | Konstantin V. Knyazkov, Sergey V. Kovalchuk |
| 2014 | ICCS | A Technology for BigData Analysis Task Description Using Domain-specific Languages. | Sergey V. Kovalchuk, Artem V. Zakharchuk, Jiaqi Liao, Sergey V. Ivanov, Alexander Boukhanovsky |
| 2014 | ICCS | Domain Ontologies Integration for Virtual Modelling and Simulation Environments. | Pavel A. Smirnov, Sergey V. Kovalchuk, Alexey V. Dukhanov |
| 2014 | SC | Execution time estimation for workflow scheduling. | Artem M. Chirkin, Adam S. Z. Belloum, Sergey V. Kovalchuk, Marc X. Makkes |
| 2013 | ICCS | Workflow-Based Collaborative Decision Support for Flood Management Systems. | Sergey V. Ivanov, Sergey V. Kovalchuk, Alexander Boukhanovsky |
| 2013 | ICCS | Deadline-Driven Resource Management within Urgent Computing Cyberinfrastructure. | Sergey V. Kovalchuk, Pavel A. Smirnov, Sergey V. Maryin, Timofey N. Tchurov, Vladislav A. Karbovskiy |