Yuri Zelenkov
- Professor:Graduate School of Business / Department of Business Informatics
- Programme Scientific Supervisor:Business Analytics and Big Data Systems, Business Informatics: Digital Enterprise and Information Systems Management, Information Security Management, Electronic Business and Digital Innovations
- Yuri Zelenkov has been at HSE University since 2017.
Education and Degrees
- 2014
Doctor of Sciences*
- 1998
Candidate of Sciences* (PhD)
- 1986
Degree in Aircraft Engines
Ordzhonikidze Rybinsk Aviation Institute
According to the International Standard Classification of Education (ISCED) 2011, Candidate of Sciences belongs to ISCED level 8 - "doctoral or equivalent", together with PhD, DPhil, D.Lit, D.Sc, LL.D, Doctorate or similar. Candidate of Sciences allows its holders to reach the level of the Associate Professor.
A post-doctoral degree called Doctor of Sciences is given to reflect second advanced research qualifications or higher doctorates in ISCED 2011.
Student Term / Thesis Papers
- Bachelor
O. Krasnova, Investigation of Impact of the Digital Technology Investment on Country Development. Graduate School of Business, 2020
V. Gilmanova, Investigation of Impact of Enterprise Information System on Organization Efficiency in Different Countries. Graduate School of Business, 2020
N. Shchepochkina, Development of a Business Analysis System for a Banking Organization. Graduate School of Business, 2020
D. Sadykova, Development of Bank Customer Data Verification System Based on Machine Learning Algorithms. Graduate School of Business, 2020
H. Nguyen, Investigation of Factors Affecting the Effectiveness of Enterprise Information System in Different Countries. Graduate School of Business, 2020
A. Bordunova, Requirements Change Management in Iterative Project Management Models. Graduate School of Business, 2020
V. Bondarenko, Investigation of Impact of World Events Covered in the Media on the Stock Market Using Machine Learning Algorithms. Graduate School of Business, 2020
I. Reshettsov, Algorithmic Trade Strategy on Base of SSA. Graduate School of Business, 2020
N. Khliustova, Application Development for the Analysis and Modeling of the Bank Branches Workload. Graduate School of Business, 2020
N. Volodarskiy, Bankruptcy Prediction on Base of Unbalanced Data. Graduate School of Business, 2020
P. Bortsova, Comparative Analysis of the Machine Learning Models for the Financial Time Series Forecasting. Graduate School of Business, 2019
A. Vzdorov, Development of Algorithmic Trading System Based on Machine Learning. Graduate School of Business, 2019
A. Mukhametzhanov, Financial Time Series Forecasting on Base of the Deep Learning Networks. Graduate School of Business, 2019
D. Kovalchuk, Cluster Analysis on Base of Multi-objective Genetic Algorithm. Graduate School of Business, 2018
P. Plyaskin, Comparative Analysis of Algorithms of Recommender Systems. Graduate School of Business, 2018
- Master
P. Kaddo, Prototype the Corporate Risk Management System. Graduate School of Business, 2020
T. Kuraedova, Development of the IT/IS Architecture Template of the Medical Center. Graduate School of Business, 2020
N. Umergalina, Topics Trends in Industry 4.0 Research. Graduate School of Business, 2020
N. Pronin, Capability Maturity Model of Enterprise Knowledge Management System. Graduate School of Business, 2019
O. Ovsyannikova, Analysis of the Factors Affecting ERP Systems Effectiveness. Graduate School of Business, 2019
A. Rigin, Application of Blockchain Technology in Occupational Safety and Health. Graduate School of Business, 2019
K. Vardanyan, Dynamic Selection of a Regression Model on the Base of Meta-Learning. Graduate School of Business, 2019
Courses (2020/2021)
Enterprise Architecture Perfecting (Master’s programme; Graduate School of Business; field of study "38.04.05. Бизнес-информатика", field of study "38.04.05. Бизнес-информатика", field of study "38.04.05. Бизнес-информатика"; 1 year, 1, 2 module)Eng
- Research Seminar "Information Systems Life Cycle Management" (Master’s programme; Graduate School of Business; 2 year, 1-3 module)Rus
- Past Courses
Courses (2019/2020)
- Enterprise Architecture (Bachelor’s programme; Graduate School of Business; 3 year, 1, 2 module)Rus
- Research Seminar "Information Systems Life Cycle Management" (Master’s programme; Graduate School of Business; 2 year, 1-3 module)Rus
- Research Seminar "Management of Information Systems" (Bachelor’s programme; Graduate School of Business; 3 year, 1-4 module)Rus
Courses (2018/2019)
20203
- Chapter Zelenkov Y. Analysis of Key Research Trends in High-Performance Computing Using Topic Modeling Technique, in: Supercomputing. RuSCDays 2020. Communications in Computer and Information Science Vol. 1331: 6th Russian Supercomputing Days, RuSCDays 2020, Moscow, Russia, September 21–22, 2020, Revised Selected Papers. Switzerland : Springer, 2020. doi P. 401-412. doi
- Chapter Zelenkov Y. Bankruptcy Prediction Using Survival Analysis Technique, in: Proceedings of 2020 IEEE 22nd Conference on Business Informatics. IEEE Computer Society, 2020. P. 141-149. doi
- Article Zelenkov Y., Lashkevich E. Fuzzy regression model of the impact of technology on living standards // Business Informatics. 2020. Vol. 14. No. 3. P. 67-81. doi
20193
- Article Zelenkov Y. A simple decision-making approach for information technology solution selection // International Journal of Web Engineering and Technology. 2019. Vol. 14. No. 1. P. 56-79. doi
- Article Zelenkov Y. Example-dependent cost-sensitive adaptive boosting // Expert Systems with Applications. 2019. Vol. 135. P. 71-82. doi
- Chapter Zelenkov Y. The Topics Dynamics in Knowledge Management Research, in: Knowledge Management in Organizations. 14th International Conference, KMO 2019, Zamora, Spain, July 15–18, 2019, Proceedings Vol. 1027. Switzerland : Springer, 2019. doi P. 324-335. doi
20183
- Article Zelenkov Y. Agility of enterprise information systems: A conceptual model, design principles and quantitative measurement // Business Informatics. 2018. No. 2. P. 30-44. doi
- Article Zelenkov Y. The Effectiveness of Russian Organizations: The Role of Knowledge Management and Change Readiness. // Russian Management Journal. 2018. Vol. 16. No. 4. P. 513-536. doi
- Chapter Zelenkov Y. The Impact of Knowledge Management and Change Readiness on the Effectiveness of Russian Private and State-Owned Organizations., in: Knowledge Management in Organizations 13th International Conference, KMO 2018 Vol. 877. Switzerland : Springer, 2018. doi P. 251-262. doi
20179
- Chapter Zelenkov Y. Decision Making in Cloud Computing: A Method that Combines Costs, Risks and Intangible Benefits, in: Communications in Computer and Information Science Vol. 731: Knowledge Management in Organisations. Switzerland : Springer, 2017. doi P. 273-285. doi
- Chapter Zelenkov Y., Sharsheeva J. Impact of the Investment in Supercomputers on National Innovation System and Country’s Development, in: Communications in Computer and Information Science Vol. 753: Parallel Computational Technologies. Switzerland : Springer, 2017. doi P. 42-57. doi
- Article Zelenkov Y. Information efficiency, information design and information system of an organization // Business Informatics. 2017. No. 2. P. 25-32. doi
- Article Zelenkov Y., Solntsev I. Measuring the efficiency of Russian Football Premier League clubs // Electronic Journal of Applied Statistical Analysis. 2017. Vol. 10. No. 3. P. 773-789. doi
- Chapter Zelenkov Y. Parallel Heterogeneous Multi-classifier System for Decision Making in Algorithmic Trading, in: Communications in Computer and Information Science Book 793: Supercomputing. Switzerland : Springer, 2017. doi P. 251-265. doi
- Article Zelenkov Y., Fedorova E., Chekrizov D. Two-step classification method based on genetic algorithm for bankruptcy forecasting // Expert Systems with Applications. 2017. Vol. 88. P. 393-401. doi
- Article Зеленков Ю. А. Влияние управления знаниями и управления изменениями на эффективность организации // Экономика и управление: проблемы, решения. 2017. Т. 4. № 3. С. 96-100.
- Article Федорова Е. А., Зеленков Ю. А., Ткаченко А. А., Федоров Ф. Ю. Оценка эффективности компаний, управляющих пенсионными накоплениями на основе метода DEA (Data Envelopment Analysis) // Корпоративные финансы. 2017. Т. 11. № 3. С. 34-44.
- Article Зеленков Ю. А., Цветков В. А., Солнцев И. В. Сравнительная оценка эффективности развития спорта на региональном уровне на основе метода DEA // Экономика региона. 2017. Т. 13. № 4. С. 1184-1198. doi
20166
- Chapter Zelenkov Y. Impact of Knowledge Management and Change Management on the Effectiveness of the Firm: Evidence from the Russian Companies, in: Proceedings of the 11th International Knowledge Management in Organizations Conference. NY : Association for Computing Machinery (ACM), 2016. P. 1-7. doi
- Article Zelenkov Y. Towards a Quantitative Model of Cloud Computing Risks and Benefits // Вестник Южно-Уральского государственного университета. Серия: Вычислительная математика и информатика. 2016. Vol. 5. No. 2. P. 68-83. doi
- Article Федорова Е. А., Зеленков Ю. А., Чекризов Д., Добрянская П. Анализ влияния корпоративного управления на банкротство российских компаний на основе метода Partial Least Squares Path Modeling // Корпоративные финансы. 2016. Т. 10. № 2. С. 108-123.
- Article Зеленков Ю. А. Информационные системы через призму научных публикаций // Открытые системы. СУБД. 2016. № 2. С. 44-46.
- Article Зеленков Ю. А. Количественный анализ эффективности и риска внедрения информационных систем // Управление большими системами: сборник трудов. 2016. № 60. С. 63-81.
- Book Зеленков Ю. А., Дадян Э. Г. Методы, модели, средства хранения и обработки данных. М. : Вузовский учебник , 2016.
20152
- Chapter Zelenkov Y. Business and IT Alignment in Turbulent Business Environment, in: Lecture Notes in Business Information Processing: Business Information Systems Workshops Vol. 228: Business Information Systems Workshops. Springer, 2015. P. 101-112. doi
- Article Зеленков Ю. А. На пути к облачному производству // Открытые системы. СУБД. 2015. № 3. С. 42-44.
20143
- Article Zelenkov Y. Components of enterprise IT strategy: decision-making model and efficiency measurement // International Journal of Information Systems and Change Management. 2014. Vol. 7. No. 2. P. 150-166. doi
- Article Зеленков Ю. А. На пути к адаптивным корпоративным системам // Открытые системы. СУБД. 2014. № 3. С. 17-20.
20133
- Article Зеленков Ю. А. Использование модели скользящих слоев для обеспечения адаптивности корпоративной информационной системы // Вестник Южно-Уральского государственного университета. Серия: Компьютерные технологии, управление, радиоэлектроника. 2013. Т. 13. № 3. С. 109-116.
- Article Зеленков Ю. А. Об измерении эффективности бизнес-процессов и поддерживающих их информационных систем // Управление большими системами: сборник трудов. 2013. № 41. С. 146-161.
- Article Зеленков Ю. А. Сервисно-ориентированная модель ИТ-службы крупной организации // Вестник Южно-Уральского государственного университета. Серия: Компьютерные технологии, управление, радиоэлектроника. 2013. Т. 13. № 3. С. 83-91.
20121
Conferences
- 2020
IEEE 22nd Conference on Business Informatics (CBI 2020) (Antwerpen). Presentation: Bankruptcy Prediction Using Survival Analysis Technique
- Russian Supercomputing Days (Moscow). Presentation: Analysis of Key Research Trends in High-Performance Computing using Topic Modeling Technique
- 2019The 14th International Conference on Knowledge Management in Organizations, KMO 2019 (Заморра). Presentation: The topic dynamics in knowledge management research
- Analytics for Management and Economics Conference (Санкт-Петербург). Presentation: Bankruptcy Factors at Different Stages of the Lifecycle for Russian Companies
- 2018The 13th International Conference on Knowledge Management in Organizations, KMO 2018 (Zilina). Presentation: The Impact of Knowledge Management and Change Readiness on the Effectiveness of Russian Private and State-Owned Organizations
- 2017The 12th International Conference on Knowledge Management in Organizations (Beijing). Presentation: Decision Making in Cloud Computing: A Method that Combines Costs, Risks and Intangible Benefits
- 201611th International Conference Knowledge Management in Organizations (Hagen). Presentation: Impact of Knowledge Management and Change Management on the Effectiveness of the Firm
- 201518th International Conference on Business Information Systems (Poznan). Presentation: Business and IT Alignment in Turbulent Business Environment
- 20126th International Conference on Research and Practical Issues of Enterprise Information Systems CONFENIS 2012 (Gent). Presentation: Evolutionary Approach for IS Strategy: Decision Making Framework and Efficiency Measurement
Editorial board membership
2017: Member of the Editorial Council, International Journal of Web Engineering and Technology.
2014: Member of the Editorial Council, Открытые системы. СУБД.
FBM Professors Attend AMEC 2019 International Conference
On September 27-28, 2019, professors of the Faculty of Business & Management's attended the Analytics for Management and Economics Conference (AMEC) in St Petersburg.