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 | 103 | 2018 |
Russian court decisions data analysis using distributed computing and machine learning to improve lawmaking and law enforcement O Metsker, E Trofimov, M Petrov, N Butakov Procedia Computer Science 156, 264-273, 2019 | 36 | 2019 |
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 | 30 | 2019 |
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 | 24 | 2017 |
Использование компьютерных методов и систем в изучении права, интеллектуальном анализе и моделировании правовой деятельности: систематический обзор ЕВ Трофимов, ОГ Мецкер Труды Института системного программирования РАН 32 (3), 147-170, 2020 | 23 | 2020 |
Natural language processing of Russian court decisions for digital indicators mapping for oversight process control efficiency: Disobeying a police officer case O Metsker, E Trofimov, S Grechishcheva Electronic Governance and Open Society: Challenges in Eurasia: 6th …, 2020 | 23 | 2020 |
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 |
Identification of risk factors for patients with diabetes: diabetic polyneuropathy case study O Metsker, K Magoev, A Yakovlev, S Yanishevskiy, G Kopanitsa, ... BMC medical informatics and decision making 20, 1-15, 2020 | 19 | 2020 |
A conceptual approach to complex model management with generalized modelling patterns and evolutionary identification SV Kovalchuk, OG Metsker, AA Funkner, IO Kisliakovskii, NO Nikitin, ... Complexity 2018 (1), 5870987, 2018 | 18 | 2018 |
Право и искусственный интеллект: опыт разработки вычислительной методологии для анализа и оценки качественных изменений в законодательстве и правоприменительной практике (на … ЕВ Трофимов, ОГ Мецкер Право и политика, 1-17, 2019 | 15 | 2019 |
Human computer interaction during clinical decision support with electronic health records improvement KV Bolgova, SV Kovalchuk, MA Balakhontceva, NE Zvartau, OG Metsker Research Anthology on Decision Support Systems and Decision Management in …, 2021 | 12 | 2021 |
Право и искусственный интеллект: опыт вычислительных экспериментов по моделированию и оптимизации процессов применения законодательства об административных правонарушениях с … ЕВ ТРОФИМОВ, ОГ МЕЦКЕР Вестник Санкт-Петербургской юридической академии, 42-46, 2018 | 12 | 2018 |
Dynamic mortality prediction using machine learning techniques for acute cardiovascular cases O Metsker, S Sikorsky, A Yakovlev, S Kovalchuk Procedia Computer Science 136, 351-358, 2018 | 12 | 2018 |
Совершенствование административно-деликтного регулирования на основе электронных данных судебной практики ОГ Мецкер, ЕВ Трофимов Право. Общество. Государство: сборник научных трудов студентов и аспирантов …, 2018 | 11 | 2018 |
Application of Machine Learning for E-justice O Metsker, E Trofimov, G Kopanitsa Journal of Physics: Conference Series 1828 (1), 012006, 2021 | 10 | 2021 |
Методология качественной оценки оптимизации законодательства и правоприменительной практики на основе анализа больших данных дел об административных правонарушениях ЕВ Трофимов, ОГ Мецкер Право и политика, 10-26, 2020 | 10 | 2020 |
Application of machine learning metrics for dynamic E-justice processes O Metsker, E Trofimov, G Kopanitsa 2021 28th Conference of Open Innovations Association (FRUCT), 293-300, 2021 | 9 | 2021 |
Holistic modeling of chronic diseases for recommendation elaboration and decision making MA Balakhontceva, AA Funkner, AA Semakova, OG Metsker, NE Zvartau, ... Procedia computer science 138, 228-237, 2018 | 9 | 2018 |
Methodology for the qualitative assessment of the legal optimization (data mining and machine learning on judgment big data in cases of administrative offenses and criminal … EV Trofimov, OG Metsker Saint Petersburg: Saint Petersburg Institute (Branch) of the All-Russian …, 2021 | 8 | 2021 |
Identification of risk factors and prediction of sepsis in pregnancy using machine learning methods G Kopanitsa, O Metsker, D Paskoshev, S Greschischeva Procedia Computer Science 193, 393-401, 2021 | 8 | 2021 |