| CLAVIRE: e-Science infrastructure for data-driven computing KV Knyazkov, SV Kovalchuk, TN Tchurov, SV Maryin, AV Boukhanovsky Journal of Computational Science 3 (6), 504-510, 2012 | 125 | 2012 |
| Execution time estimation for workflow scheduling AM Chirkin, ASZ Belloum, SV Kovalchuk, MX Makkes, MA Melnik, ... Future generation computer systems 75, 376-387, 2017 | 122 | 2017 |
| Simulation of patient flow in multiple healthcare units using process and data mining techniques for model identification SV Kovalchuk, AA Funkner, OG Metsker, AN Yakovlev Journal of biomedical informatics 82, 128-142, 2018 | 112 | 2018 |
| Интеллектуальные высокопроизводительные программные комплексы моделирования сложных систем: концепция, архитектура и примеры реализации АВ Бухановский, СВ Ковальчук, СВ Марьин Известия ВУЗов. Приборостроение 52 (10), 5-24, 2009 | 64* | 2009 |
| Distributed data-driven platform for urgent decision making in cardiological ambulance control SV Kovalchuk, E Krotov, PA Smirnov, DA Nasonov, AN Yakovlev Future Generation Computer Systems 79, 144-154, 2018 | 49 | 2018 |
| Towards predicting trend of scientific research topics using topic modeling TM Abuhay, YG Nigatie, SV Kovalchuk Procedia Computer Science 136, 304-310, 2018 | 46 | 2018 |
| Data-driven modeling of clinical pathways using electronic health records AA Funkner, AN Yakovlev, SV Kovalchuk Procedia computer science 121, 835-842, 2017 | 45 | 2017 |
| Analysis of publication activity of computational science society in 2001–2017 using topic modelling and graph theory TM Abuhay, SV Kovalchuk, K Bochenina, GK Mbogo, AA Visheratin, ... Journal of computational science 26, 193-204, 2018 | 37 | 2018 |
| Text and data mining techniques in judgment open data analysis for administrative practice control O Metsker, E Trofimov, S Sikorsky, S Kovalchuk Electronic Governance and Open Society: Challenges in Eurasia: 5th …, 2019 | 36 | 2019 |
| Comparison of temporal and non-temporal features effect on machine learning models quality and interpretability for chronic heart failure patients K Balabaeva, S Kovalchuk Procedia Computer Science 156, 87-96, 2019 | 33 | 2019 |
| Complex data-driven predictive modeling in personalized clinical decision support for Acute Coronary Syndrome episodes AV Krikunov, EV Bolgova, E Krotov, TM Abuhay, AN Yakovlev, ... Procedia Computer Science 80, 518-529, 2016 | 31 | 2016 |
| Towards evolutionary discovery of typical clinical pathways in electronic health records AA Funkner, AN Yakovlev, SV Kovalchuk Procedia computer science 119, 234-244, 2017 | 30 | 2017 |
| Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability SV Kovalchuk, GD Kopanitsa, IV Derevitskii, GA Matveev, DA Savitskaya Journal of Biomedical Informatics 127, 104013, 2022 | 28 | 2022 |
| Deadline-driven resource management within urgent computing cyberinfrastructure SV Kovalchuk, PA Smirnov, SV Maryin, TN Tchurov, VA Karbovskiy Procedia Computer Science 18, 2203-2212, 2013 | 28 | 2013 |
| Pattern-based mining in electronic health records for complex clinical process analysis O Metsker, E Bolgova, A Yakovlev, A Funkner, S Kovalchuk Procedia computer science 119, 197-206, 2017 | 26 | 2017 |
| Virtual Simulation Objects concept as a framework for system-level simulation SV Kovalchuk, PA Smirnov, SS Kosukhin, AV Boukhanovsky 2012 IEEE 8th International Conference on E-Science, 1-8, 2012 | 26 | 2012 |
| Human-computer interaction in electronic medical records: From the perspectives of physicians and data scientists EV Bologva, DI Prokusheva, AV Krikunov, NE Zvartau, SV Kovalchuk Procedia Computer Science 100, 915-920, 2016 | 24 | 2016 |
| CLAVIRE: облачная платформа для обработки данных больших объемов ВН Васильев, КВ Князьков, ТН Чуров, ДА Насонов, СВ Марьин, ... Информационно-измерительные и управляющие системы 10 (11), 7-16, 2012 | 24 | 2012 |
| Prediction of in-hospital mortality and length of stay in acute coronary syndrome patients using machine-learning methods A Yakovlev, O Metsker, S Kovalchuk, E Bologova Journal of the American College of Cardiology 71 (11S), A242-A242, 2018 | 23 | 2018 |
| Domain ontologies integration for virtual modelling and simulation environments PA Smirnov, SV Kovalchuk, AV Dukhanov Procedia Computer Science 29, 2507-2514, 2014 | 23 | 2014 |
Alexander BoukhanovskyITMO UniversityVerified email at mail.ifmo.ru
