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- Kmytiuk Tetiana Leonidivna
Tetiana Kmytiuk | Department: | Department of Mathematical Modeling and Statistics |
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| Position: | Deputy Head of the department of Artificial Intelligence, Modeling and Statistics, Associate Professor |
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| Teacher degree: | associate professor |
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| Degree: | Ph.D. in Economics |
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| Teaching Experience: | 13 |
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Education2006 - 2010 — The National University of Ostroh Academy, field of study: "Economics and Entrepreneurship", qualification: bachelor of Economic Cybernetics 2010 - 2011 — The National University of Ostroh Academy, speciality by diploma: "Economic Cybernetics", qualification: master of Economic Cybernetics 2011-2014 — postgraduate studies at the Kyiv National Economic University named after Vadym Hetman. academic degree: PhD in Economics (Can. Sc. (Economics)) academic title: Associate Professor of the Department of Economic and Mathematical Modeling Work experience 2018 - Present - Associate Professor of the Department of Artificial intelligence, Modeling and Statistics Kyiv National Economic University named after Vadym Hetman 2014 - 2018 - Senior Lecturer of the Department of Economic and Mathematical Modeling Kyiv National Economic University named after Vadym Hetman 2011 - 2014 - Teaching Assistant of the Department of Economic and Mathematical Modeling and Information Technologies Department The National University of Ostroh Academy International Scholarship and Internship- Vienna University of Economics and Business, Vienna, Austria, period of implementation: 19/04/2022-30/03/2023, name of the grant and donor: The Austrian Academy of Sciences’ Joint Excellence in Science and Humanities
Socio-technical Systems Engineering Institute at Vidzeme University of Applied Sciences, Valmiera, Latvia, period of implementation: 01/09/2021-31/01/2022, name of the grant and donor: Latvian state research scholarship from State Education Development Agency of the Republic of Latvia West Finland College, Huittinen Finland, English Language and Culture course, period of implementation: Feb`20
Editorial board of a scientific publicationEditor’s Assistant of the scientific and analytical journal Neuro-Fuzzy Modeling Techniques in Economics, included in the scientometric database Scopus. Honors and awards Honorary Certificate, Certificate Kyiv National Economic University named after Vadym Hetman
Foreign language proficiencyEnglish - level B2 сеrtificate №141 Participation in public organizationsMember of the Public Organization "Cеnter for Research аnd Consultation" |
| Department: | Department of Mathematical Modeling and Statistics |
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| Position: | Deputy Head of the department of Artificial Intelligence, Modeling and Statistics, Associate Professor |
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| Teacher degree: | associate professor |
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| Degree: | Ph.D. in Economics |
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| Teaching Experience: | 13 |
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| Biography: | |
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Education2006 - 2010 — The National University of Ostroh Academy, field of study: "Economics and Entrepreneurship", qualification: bachelor of Economic Cybernetics 2010 - 2011 — The National University of Ostroh Academy, speciality by diploma: "Economic Cybernetics", qualification: master of Economic Cybernetics 2011-2014 — postgraduate studies at the Kyiv National Economic University named after Vadym Hetman. academic degree: PhD in Economics (Can. Sc. (Economics)) academic title: Associate Professor of the Department of Economic and Mathematical Modeling Work experience 2018 - Present - Associate Professor of the Department of Artificial intelligence, Modeling and Statistics Kyiv National Economic University named after Vadym Hetman 2014 - 2018 - Senior Lecturer of the Department of Economic and Mathematical Modeling Kyiv National Economic University named after Vadym Hetman 2011 - 2014 - Teaching Assistant of the Department of Economic and Mathematical Modeling and Information Technologies Department The National University of Ostroh Academy International Scholarship and Internship- Vienna University of Economics and Business, Vienna, Austria, period of implementation: 19/04/2022-30/03/2023, name of the grant and donor: The Austrian Academy of Sciences’ Joint Excellence in Science and Humanities
Socio-technical Systems Engineering Institute at Vidzeme University of Applied Sciences, Valmiera, Latvia, period of implementation: 01/09/2021-31/01/2022, name of the grant and donor: Latvian state research scholarship from State Education Development Agency of the Republic of Latvia West Finland College, Huittinen Finland, English Language and Culture course, period of implementation: Feb`20
Editorial board of a scientific publicationEditor’s Assistant of the scientific and analytical journal Neuro-Fuzzy Modeling Techniques in Economics, included in the scientometric database Scopus. Honors and awards Honorary Certificate, Certificate Kyiv National Economic University named after Vadym Hetman
Foreign language proficiencyEnglish - level B2 сеrtificate №141 Participation in public organizationsMember of the Public Organization "Cеnter for Research аnd Consultation" |
| Department: | Department of Mathematical Modeling and Statistics |
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| Areas of research: | modeling, forecasting, risk assessment, machine learning, data science, agriculture Profiles in international scientometric databasesSupervising a student who won a prize at the All-Ukrainian Competition of Student Research Papers - Ivashchenko, Kateryna Ruslanivna — winner (1st place) of the final of the All-Ukrainian competition of student scientific works on natural, technical and human sciences in the direction of “Quantitative Methods in Economics (Economic and Mathematical Modeling, Statistics, Data Science.)” of the Ministry of Education and Science of Ukraine for the 2023/2024 academic year with the study.
Participation in international research and/or educational projects |
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| Uploaded files: | 0 |
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| Publications: | Publications in scientific journals included in the scientometric database Scopus:- Kmytiuk, T., Majore, G., & Bilyk, T. (2024). Time series forecasting of price of the agricultural products using data science. Agricultural and Resource Economics: International Scientific E-Journal, 10(3), 5–33. https://doi.org/10.51599/are.2024.10.03.01 (Scopus, WoS), Q2
- Matviychuk, A., Derbentsev, V., Bezkorovainyi, V., Kmytiuk, T., Hostryk, O. (2024). Leveraging Artificial Intelligence and Large Language Models for Fake Content Detection in Digital Media. CEUR Workshop Proceedings, 3933, pp. 75-92. https://ceur-ws.org/Vol-3933/Paper_7.pdf (Scopus)
- Kolomiiets, A., Miroshnychenko, I., Ziuziun, V., Kmytiuk, T. & Datsenko, N. (2024). Development of Project Management Models for Information Systems to Improve Website SEO Metrics. CEUR Workshop Proceedings, 3909, pp. 334-345. https://ceur-ws.org/Vol-3909/Paper_27.pdf (Scopus)
- Bielinskyi, А., Soloviev, В., Matviychuk, A., Solovieva, V., Kmytiuk, T., Velykoivanenko, H. & Tuzhykov, A.(2024). Modeling and Identifying States of Irreversibility in Energy-Related Markets. In E. Faure, et al. Information Technology for Education, Science, and Technics: Vol. 221. Lecture Notes on Data Engineering and Communications Technologies (pp.243–256). Springer, Cham. https://doi.org/10.1007/978-3-031-71801-4_18 (Scopus)
- Kmytiuk, T., Zavalskyi, A. (2024). Deep and Machine Learning Models Analysis for Working with Natural Language. Efektyvna ekonomika, 2. https://doi.org/10.32702/2307-2105.2024.2.80
- Kmytiuk, T., Shatarska, I., Shevchenko, Ya. (2024). Econometric modeling and forecasting of financial activities of leading agricultural holdings of Ukraine. Agrosvit. 79-89. https://doi.org/10.32702/2306-6792.2024.16.79
- Kmytiuk, T., & Zavalskyi, A. (2024). Automation of accelerated processing of media content for detection of risky information. Problems of modern transformations. Series: economics and management, 13. https://doi.org/10.54929/2786-5738-2024-13-11-02
- Kmytiuk, T., Shabelian, M. (2024).Analysis and forecasting the level of poverty in Ukraine.Efektyvna ekonomika, 8, Article 87. https://doi.org/10.32702/2307-2105.2024.8.87
- Zhytkevych, O., Matviychuk, A.,& Kmytiuk, T. (2023). Modeling Nations’ Decarbonisation Potential. In F. Ortiz-Rodríguez, S. Tiwari, P. Usoro Usip, & R. Palma (Eds.), Communications in Computer and Information Science: Vol. 1888. Electronic Governance with Emerging Technologies (pp. 60-77). Springer. https://doi.org/10.1007/978-3-031-43940-7_6 (Scopus)
- Kmytiuk, T. (2023). Factors of pricing of agricultural products. ·Scientia·Fructuosa, 147(1), 88–105. https://doi.org/10.31617/1.2023(147)07
- Kmytiuk, T., & Majore, G. (2021). Time series forecasting of agricultural product prices using Elman and Jordan recurrent neural networks. Neuro-Fuzzy Modeling Techniques in Economics, 10, 67-85 http://doi.org/10.33111/nfmte.2021.067
Kmytiuk T.,Shatarska I., Bilyk T. (2021). An integrated approach to logistic risk assessment. Economic Journal of Volyn National University named after Lesya Ukrainka, 161-174 https://doi.org/10.29038/2786-4618-2021-01-161-174 Kmytiuk T.,Galetska Т., Topishko N., Topishko I., Danyliuk N. (2020). Implementation of the Nash Model in the Interaction of Enterprises. International Journal of Scientific & Technology Research (IJSTR), 9 (3), 3219-3223. (Scopus) Retrieved from: http://www.ijstr.org/final-print/mar2020/Implementation-Of-The-Nash-Model-In-The-Interaction-Of-Enterprises.pdf Koliada Yu., Kmytiuk T., Shatarska I. (2020). System of methods and models for estimating nonlinear dynamics of numerical measure of economic risk. «Efektyvna ekonomika» Journal , 7, Article60. https://doi.org/10.32702/2307-2105-2020.7.60 Kmytiuk T.,Skitsko V.I. (2019). Conceptual aspects of modeling and risk management of digital transformation. A professional collection of scientific works: Economic Sciences: Problems of systemic approach in the economy, 6 (74) part 3, 163-170 https://doi.org/10.32782/2520-2200/2019-6-71 Velykoivanenko H. I.,Kmytiuk T., Skitsko V. I. (2019) Educational technologies as a driver of digital economy development. Scientific notes: Modeling and information systems in economics, 97, 55- 68. Retrieved from: https://kneu.edu.ua/userfiles/zb_mise/97/6.pdf Ihnatova Yu.V. Kmytiuk T. (2017) Pricing modeling in the air transport market. «Efektyvna ekonomika» Journal, 9. Retrieved from:: http://www.economy.nayka.com.ua/?op=1&z=5763
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Academic disciplines (courses) "Time series forecasting" - for fourth-year students of the first (bachelor's) level of higher education "Risk science" - for fourth-year students of the first (bachelor's) level of higher education "Decision theory" - for fourth-year students of the first (bachelor's) level of higher education "Applied modeling" - for third-year students of the first (bachelor's) level of higher education "Digital economy" - for second-year students of the first (bachelor's) level of higher education "Methodology of scientific research" - for first-year students of the second (master's) level of higher education Educational and methodological publicationsVelykoivanenko G.I., Piskunova O.V., Vashchaev S.S., Kmytiuk, T.L. et al. (2024). Quantitative methods in economics [Electronic resource]. Kyiv: KNEU. https://drive.google.com/file/d/1ZnapK0FiIOTaXYgg-xCB7r3b9ro1BbSB/view
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