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- Matviichuk Andrii Viktorovych
Andrii Matviichuk Department: | Department of Mathematical Modeling and Statistics |
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Position: | Professor |
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Teacher degree: | professor |
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Degree: | Doctor of Economics |
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Teaching Experience: | 24 |
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Education- Scientific degree — DSc (Habil.) in Economics; dissertation on the topic "Modeling and Analysis of Economic Systems Based on the Theory of Fuzzy Logic" was defended on 17.01.2008 in the Specialized Academic Council D 26.006.07 at the State Higher Educational Institution "Kyiv National Economic University named after Vadym Hetman" (Diploma DD No. 006923 dated 08.10.2008).
- Scientific degree — PhD in Economics; dissertation on the topic "Optimization Management of the Structure of the Securities Portfolio" was defended on 06.03.2003 in the Specialized Academic Council K 70.052.01 at the Technological University of Podillia, Khmelnitsky (Diploma DK No. 019180 dated 11.06.2003).
Academic title – Professor of the Department of Economic and Mathematical Modeling (Diploma 12PR No. 010404 dated 28.04.2015). Academic title – Associate Professor of the Department of Economic and Mathematical Methods (Diploma 12DC No. 018161 dated 24.10.2007). 2000-2003 — Postgraduate study at Vinnytsia State Technical University. - 1995-2000 — Vinnytsia State Technical University, Faculty of Automation and Computer Control Systems, Master's degree in Computerized Systems, Automation and Control (Diploma VN No. 14232717).
Work experience2018-2023 (second job) — CEO of IntelSoft Technologies LLC. 2009-2013 (second job) — CTO of Prognoz Ukraine LLC. 2007-2010 — Associate Professor of the Department of Economic and Mathematical Methods of the State Higher Educational Institution "Kyiv National Economic University named after Vadym Hetman". 2005-2007 — Head of Division of Informational and Analytical Systems of Department of Computerization of Taxation Processes of State Tax Administration of Ukraine. 2004-2005 — Vice-Chairman of State Tax Administration in Vinnytsia Region - Head of the Department of Modernization and Support of Work with Projects and Programs, Advisor to the Tax Service of the 1st Rank. 2004-2004 — Associate Professor of the Department of Industrial Economics and Production Organization of Vinnytsia National Technical University. 2003-2004 — Senior Lecturer of the Department of Management and Modeling in Economics of Vinnytsia National Technical University. 2002-2003 — Postgraduate Student of Vinnytsia State Technical University. 2001-2002 — 1st Category Software Engineer at Inter-Institute Computer Center No. 5 of Vinnytsia State Technical University.
Membership in scientific, expert councils and advisory bodies: - Head of the regular Specialized Academic Council of the Kyiv National Economic University named after Vadym Hetman for the defense of doctoral and candidate dissertations by the specialty Mathematical Methods, Models and Information Technologies in Economics.
Member of the Specialized Academic Council at the State Organization "Institute for Economics and Forecasting of the National Academy of Sciences of Ukraine" for the defense of doctoral and candidate dissertations by the specialties Mathematical Methods, Models and Information Technologies in Economics, and Money, Finance and Credit. Deputy Chairman of the Committee on Ethics of the Kyiv National Economic University named after Vadym Hetman. Member of the Academic Council of the Kyiv National Economic University named after Vadym Hetman. Member of the Scientific Expert Council of the Kyiv National Economic University named after Vadym Hetman. Member of the Academic Council of the Institute of Information Technologies in Economy of the Kyiv National Economic University named after Vadym Hetman. Expert of the Ministry of Education and Science of Ukraine on the selection of scientific works, scientific-technical and infrastructure projects funded by the EU's framework programme for research and innovation "Horizon 2020" (since 2022). Member of the Economics section of the Scientific Council of the Ministry of Education and Science of Ukraine (2019-2022). Member of the Expert Council on Economics of the Accreditation Commission of Ukraine (2014-2017).
Awards, honorary titles- The sign “For Scientific and Educational Achievements” (2018), the sign “Excellence in Education of Ukraine” (2015), Certificate of Honor (2024, 2012), Certificate (2011) of the Ministry of Education and Science of Ukraine.
- Certificate of Honor (2018, 2017, 2016), Gratitude (2014) of the Kyiv National Economic University named after Vadym Hetman.
Grants (2014, 2012) of the President of Ukraine to support scientific research of young scientists. Award (2006), and Certificate (2012) of the National Academy of Sciences of Ukraine for the best scientific works in Economics among young scientists. Grants (2009, 2004) from Academician Nikolai Fedorenko International Scientific Fund for Economic Research (CEMI RAS) for scientific research. Prize (2009) of the Verkhovna Rada of Ukraine to the most talented young scientists in the field of fundamental and applied research and scientific and technical developments. Prize (2004) of the Cabinet of Ministers of Ukraine for the contribution of youth to the development of the state in the nomination "For scientific achievements".
Editor-in-chief / member of the editorial board of a scientific publication
Development Courses and Programmes- Kyiv National Economic University named after Vadym Hetman, certificate of completion of advanced training courses in the program "Introduction to Data Science" No. 2331 dated 15.06.2024 (180 hours, 6 credits).
- U.S. Embassy in Ukraine, certificate of completion of intensive English language course for Ukrainian scientists, offered by "Science at Risk" and the Regional English Language Office/U.S. Embassy, Ukraine, dated 14.06.2024 (180 hours, 6 credits).
- State University of Economics and Technology, certificate of completion of international scientific and pedagogical internship ID 158-2022 dated 21.10.2022 (180 hours, 6 credits).
- State University of Economics and Technology, certificate of completion of international scientific and pedagogical traineeship ID 22968096 dated 30.07.2022 (180 hours, 6 credits).
IntelSoft Technologies LLC, certificate of completion of the training course "Introduction to R for Data Science" No. F281218001 dated 18.12.2018 (180 hours, 6 credits). Military Institute of Telecommunications and Information Technology, certificate of advanced training of a specialist in the field of technical information protection 12SPK 600453 dated 13.11.2009 (80 hours, 2.5 credits).
Level of foreign language proficiencyEnglish.
Participation in public organizationsCo-founder and member of the Board of the Public Organization "Center for Research and Consultations". |
 Department: | Department of Mathematical Modeling and Statistics |
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Position: | Professor |
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Teacher degree: | professor |
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Degree: | Doctor of Economics |
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Teaching Experience: | 24 |
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Biography: | |
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Education- Scientific degree — DSc (Habil.) in Economics; dissertation on the topic "Modeling and Analysis of Economic Systems Based on the Theory of Fuzzy Logic" was defended on 17.01.2008 in the Specialized Academic Council D 26.006.07 at the State Higher Educational Institution "Kyiv National Economic University named after Vadym Hetman" (Diploma DD No. 006923 dated 08.10.2008).
- Scientific degree — PhD in Economics; dissertation on the topic "Optimization Management of the Structure of the Securities Portfolio" was defended on 06.03.2003 in the Specialized Academic Council K 70.052.01 at the Technological University of Podillia, Khmelnitsky (Diploma DK No. 019180 dated 11.06.2003).
Academic title – Professor of the Department of Economic and Mathematical Modeling (Diploma 12PR No. 010404 dated 28.04.2015). Academic title – Associate Professor of the Department of Economic and Mathematical Methods (Diploma 12DC No. 018161 dated 24.10.2007). 2000-2003 — Postgraduate study at Vinnytsia State Technical University. - 1995-2000 — Vinnytsia State Technical University, Faculty of Automation and Computer Control Systems, Master's degree in Computerized Systems, Automation and Control (Diploma VN No. 14232717).
Work experience2018-2023 (second job) — CEO of IntelSoft Technologies LLC. 2009-2013 (second job) — CTO of Prognoz Ukraine LLC. 2007-2010 — Associate Professor of the Department of Economic and Mathematical Methods of the State Higher Educational Institution "Kyiv National Economic University named after Vadym Hetman". 2005-2007 — Head of Division of Informational and Analytical Systems of Department of Computerization of Taxation Processes of State Tax Administration of Ukraine. 2004-2005 — Vice-Chairman of State Tax Administration in Vinnytsia Region - Head of the Department of Modernization and Support of Work with Projects and Programs, Advisor to the Tax Service of the 1st Rank. 2004-2004 — Associate Professor of the Department of Industrial Economics and Production Organization of Vinnytsia National Technical University. 2003-2004 — Senior Lecturer of the Department of Management and Modeling in Economics of Vinnytsia National Technical University. 2002-2003 — Postgraduate Student of Vinnytsia State Technical University. 2001-2002 — 1st Category Software Engineer at Inter-Institute Computer Center No. 5 of Vinnytsia State Technical University.
Membership in scientific, expert councils and advisory bodies: - Head of the regular Specialized Academic Council of the Kyiv National Economic University named after Vadym Hetman for the defense of doctoral and candidate dissertations by the specialty Mathematical Methods, Models and Information Technologies in Economics.
Member of the Specialized Academic Council at the State Organization "Institute for Economics and Forecasting of the National Academy of Sciences of Ukraine" for the defense of doctoral and candidate dissertations by the specialties Mathematical Methods, Models and Information Technologies in Economics, and Money, Finance and Credit. Deputy Chairman of the Committee on Ethics of the Kyiv National Economic University named after Vadym Hetman. Member of the Academic Council of the Kyiv National Economic University named after Vadym Hetman. Member of the Scientific Expert Council of the Kyiv National Economic University named after Vadym Hetman. Member of the Academic Council of the Institute of Information Technologies in Economy of the Kyiv National Economic University named after Vadym Hetman. Expert of the Ministry of Education and Science of Ukraine on the selection of scientific works, scientific-technical and infrastructure projects funded by the EU's framework programme for research and innovation "Horizon 2020" (since 2022). Member of the Economics section of the Scientific Council of the Ministry of Education and Science of Ukraine (2019-2022). Member of the Expert Council on Economics of the Accreditation Commission of Ukraine (2014-2017).
Awards, honorary titles- The sign “For Scientific and Educational Achievements” (2018), the sign “Excellence in Education of Ukraine” (2015), Certificate of Honor (2024, 2012), Certificate (2011) of the Ministry of Education and Science of Ukraine.
- Certificate of Honor (2018, 2017, 2016), Gratitude (2014) of the Kyiv National Economic University named after Vadym Hetman.
Grants (2014, 2012) of the President of Ukraine to support scientific research of young scientists. Award (2006), and Certificate (2012) of the National Academy of Sciences of Ukraine for the best scientific works in Economics among young scientists. Grants (2009, 2004) from Academician Nikolai Fedorenko International Scientific Fund for Economic Research (CEMI RAS) for scientific research. Prize (2009) of the Verkhovna Rada of Ukraine to the most talented young scientists in the field of fundamental and applied research and scientific and technical developments. Prize (2004) of the Cabinet of Ministers of Ukraine for the contribution of youth to the development of the state in the nomination "For scientific achievements".
Editor-in-chief / member of the editorial board of a scientific publication
Development Courses and Programmes- Kyiv National Economic University named after Vadym Hetman, certificate of completion of advanced training courses in the program "Introduction to Data Science" No. 2331 dated 15.06.2024 (180 hours, 6 credits).
- U.S. Embassy in Ukraine, certificate of completion of intensive English language course for Ukrainian scientists, offered by "Science at Risk" and the Regional English Language Office/U.S. Embassy, Ukraine, dated 14.06.2024 (180 hours, 6 credits).
- State University of Economics and Technology, certificate of completion of international scientific and pedagogical internship ID 158-2022 dated 21.10.2022 (180 hours, 6 credits).
- State University of Economics and Technology, certificate of completion of international scientific and pedagogical traineeship ID 22968096 dated 30.07.2022 (180 hours, 6 credits).
IntelSoft Technologies LLC, certificate of completion of the training course "Introduction to R for Data Science" No. F281218001 dated 18.12.2018 (180 hours, 6 credits). Military Institute of Telecommunications and Information Technology, certificate of advanced training of a specialist in the field of technical information protection 12SPK 600453 dated 13.11.2009 (80 hours, 2.5 credits).
Level of foreign language proficiencyEnglish.
Participation in public organizationsCo-founder and member of the Board of the Public Organization "Center for Research and Consultations". |
Department: | Department of Mathematical Modeling and Statistics |
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Areas of research: | Areas of researchCreation of new technologies and algorithms of artificial intelligence. Modeling of complex weakly structured processes and systems. Pattern recognition. NLP and LLM development. Forecasting in economy and finance. Modeling of economic and financial risks.
Scientific supervision of postgraduate and doctoral studentsStrelchenko, Inna Ilivna — DSc (Habil.) in Economics by the specialty Mathematical Methods, Models and Information Technologies in Economics; dissertation on the topic “Mathematical Modeling of Processes of Cross-Border Spread of Crisis Phenomena in Financial Markets”; Diploma DD No. 011454 dated 29.06.2021. Khokhlov, Valentyn Yuriyovych — DSc (Habil.) in Economics by the specialty Mathematical Methods, Models and Information Technologies in Economics; dissertation on the topic “Modeling of Securities Portfolios in Conditions of Global Economic Instability”; Diploma DD No. 007052 dated 16.05.2018. Ben, Vladyslav Petrovych — PhD in Economics by the specialty Mathematical Methods, Models and Information Technologies in Economics; dissertation on the topic “System of Models for Assessing the Creditworthiness of Individual Borrowers”; Diploma DK No. 055010 dated 16.12.2019. Kaidanovych, Dmytro Bronislavovych — PhD in Economics by the specialty Mathematical Methods, Models and Information Technologies in Economics; dissertation on the topic “Modeling of Economic Systems and Processes Using Backpropagation Neural Networks”; Diploma DK No. 013311 dated 25.04.2013. Olkhovska, Oksana Leonidivna — PhD in Economics by the specialty Mathematical Methods, Models and Information Technologies in Economics; dissertation on the topic “Modeling the Financial State of Insurance Company”; Diploma DK No. 004629 dated 17.02.2012.
Supervising a student who won a prize at the All-Ukrainian Competition of Student Research Papers- Beschastna, Halyna Oleksandrivna — absolute winner of the 2013 competition of the National Academy of Sciences of Ukraine among students of higher educational institutions, awarded the Prize of the NAS of Ukraine for the study “Modeling the Reliability of Insurance Companies in the Process of Insuring Credit Risks of Commercial Banks”.
- Beschastna, Halyna Oleksandrivna — prizewinner (2nd 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 (Statistics, Economic and Mathematical Modeling)” of the Ministry of Education and Science of Ukraine for the 2013/2014 academic year with the study “Analysis and Classification of Credit Applications Based on Fuzzy Modeling”.
Sknar, Ilya Ivanovych — 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 (Statistics, Economic and Mathematical Modeling)” of the Ministry of Education and Science of Ukraine for the 2012/2013 academic year with the study "Forecasting the Standard of Living of the Population Using Artificial Neural Networks". Gusar, Iryna Volodymyrivna — 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 (Statistics, Economic and Mathematical Modeling)” of the Ministry of Education and Science of Ukraine for the 2011/2012 academic year with the study "Sales forecasting at a Manufacturing Enterprise Based on the Theory of Fuzzy Logic". Kleban, Yuriy Viktorovych — 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 (Statistics, Economic and Mathematical Modeling)” of the Ministry of Education and Science of Ukraine for the 2010/2011 academic year with the study "Modeling the Process of Making an Investment Decision Based on the Theories of Fuzzy Sets and Fuzzy Logic". Nebylovych, Serhiy Oleksandrovych — prizewinner (2nd 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 (Statistics, Economic and Mathematical Modeling)” of the Ministry of Education and Science of Ukraine for the 2009/2010 academic year with the study "Formation of an Investment Portfolio of Shares on the Domestic Stock Market".
Management of collective research projects (publicly funded on a competitive basis)
Participation in international research and/or educational projects- The head of the Ukrainian team in a joint project in a consortium with organizations from Sweden, Latvia and Armenia No. 00152/2024 dated 21.08.2024 “iResilience: Strengthening democratic practises and media literacy” within the framework of the SI Baltic Sea Neighbourhood Programme (2024-2025).
- Participation in the project "Increasing the capacity of the digital innovation hub of the Kyiv Academic University “Virtual center for Digital Innovation NOSC-UA DIH”" within the framework of the international cooperation program "Digital Transformation of SMEs in the Eastern Partnership Countries" with the financial support of the German government in cooperation with Deutsche Gesellschaft fur Internationale Zusammenarbeit GmbH (2024).
- Head of the project for the Summer School on the implementation of the Association Agreement between Ukraine and the EU for specialists from government agencies of Ukraine with the participation of EU representatives within the framework of the EU Project “Support to implementation of EU-Ukraine Association Agreement” through the mediation of GFA Consulting Group GmbH under contract No. 1 dated 08.06.2017 (2017).
- Head of projects for the development of training modules on econometric forecasting and training of specialists of the Westminster Foundation for Democracy (Great Britain) within the framework of contracts No. 1 dated 18.04.2016 and No. 2 dated 20.06.2016 (2016).
- Head of projects for retraining of military personnel within the framework of the NATO-Ukraine program according to contracts with NATO Headquarters (Belgium) No. 2014\2369 dated 28.11.2014, No. 3097\2015 dated 06.08.2015, No. 26057 dated 12.02.2018 (2014-2021).
Profiles in international scientometric databases |
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Publications: | Total number of publications: more than 160 scientific and educational works
Key monographs:Soloviev, V., Bielinskyi, A., & Matviychuk, A. (2024). Crisis Phenomena Monitoring and Prevention in Complex Socio-Economic Systems. Publisher Tretyakov O.M. https://elibrary.kdpu.edu.ua/handle/123456789/10938 Matviychuk, A. (2011). Artificial Intelligence in Economics: Neural Networks, Fuzzy Logic. KNEU. Matviychuk, A. (2007). Modeling of Economic Processes Using Fuzzy Logic Methods. KNEU. Matviychuk, A. (2005). Economic Risks in Investment Activities. UNIVERSUM-Vinnytsia. Matviychuk, A. (2005). Analysis and Forecasting of the Development of Financial and Economic Systems Using the Theory of Fuzzy Logic. Center for Educational Literature. Moroz, O., & Matviychuk, A. (2003). Optimal Management of Economic Systems Under Conditions of Uncertainty and Risk. UNIVERSUM-Vinnytsia.
Publications in scientific journals included in the scientometric database Scopus:- Matviychuk, A., Zhytkevych, O., & Osadcha, N. (2024). Modeling carbon dioxide emissions reduction. Energy Reports, 12, 1876-1887. https://doi.org/10.1016/j.egyr.2024.08.004 (Scopus).
- Matviychuk, A., Derbentsev, V., Bezkorovainyi, V., Kmytiuk, T., & Hostryk, A. (2024). Leveraging Artificial Intelligence and Large Language Models for Fake Content Detection in Digital Media. CEUR Workshop Proceedings, 3933, 75-92. https://ceur-ws.org/Vol-3933/Paper_7.pdf (Scopus)
- Bielinskyi, A., Soloviev, V., Matviychuk, A., Solovieva, V., Kmytiuk, T., Velykoivanenko, H., & Tuzhykov, A. (2024). Modeling and Identifying States of Irreversibility in Energy-Related Markets. In E. Faure, Y. Tryus, T. Vartiainen, O. Danchenko, M. Bondarenko, C. Bazilo, & G. Zaspa (Eds.), Lecture Notes on Data Engineering and Communications Technologies: Vol. 221. Information Technology for Education, Science, and Technics (ITEST 2024) (pp. 243–256). Springer, Cham. https://doi.org/10.1007/978-3-031-71801-4_18 (Scopus).
- Bielinskyi, A., Soloviev, V., Solovieva, V., Matviychuk, A., Hushko, S., & Velykoivanenko, H. (2023). Stock Market Crashes as Phase Transitions. In G. Antoniou, V. Ermolayev, V. Kobets, V. Liubchenko, H. C. Mayr, A. Spivakovsky, V. Yakovyna, & G. Zholtkevych (Eds.), Communications in Computer and Information Science: Vol. 1980. Information and Communication Technologies in Education, Research, and Industrial Applications (pp. 203–214). Springer, Cham. https://doi.org/10.1007/978-3-031-48325-7_15 (Scopus).
- 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).
- Lukianenko, D., Matviychuk, A., Lukianenko, L., & Dvornyk, I. (2023). University competitiveness in the knowledge economy: a Kohonen map approach. CEUR Workshop Proceedings, 3465, 236–250. https://ceur-ws.org/Vol-3465/paper23.pdf (Scopus).
- Bielinskyi, A., Soloviev, V., Hushko, S., Kiv, A., & Matviychuk, A. (2023). High-order network analysis for financial crash identification. CEUR Workshop Proceedings, 3465, 132–149. https://ceur-ws.org/Vol-3465/paper15.pdf (Scopus).
- Derbentsev, V., Bezkorovainyi, V., Matviychuk, A., Pomazun, O., Hrabariev, A., & Hostryk, A. (2023). A comparative study of deep learning models for sentiment analysis of social media texts. CEUR Workshop Proceedings, 3465, 168–188. https://ceur-ws.org/Vol-3465/paper18.pdf (Scopus).
- Bielinskyi, A., Soloviev, V., Solovieva, V., Matviychuk, A., & Semerikov, S. (2023). The Analysis of Multifractal Cross-Correlation Connectedness Between Bitcoin and the Stock Market. In E. Faure, O. Danchenko, M. Bondarenko, Y. Tryus, C. Bazilo, & G. Zaspa (Eds.), Lecture Notes on Data Engineering and Communications Technologies: Vol 178. Information Technology for Education, Science, and Technics (pp. 323–345). Springer, Cham. https://doi.org/10.1007/978-3-031-35467-0_21 (Scopus).
- Bielinskyi, A.O., Matviychuk, A.V., Serdyuk, O.A., Semerikov, S.O., Solovieva, V.V., & Soloviev, V.N. (2022). Correlational and Non-extensive Nature of Carbon Dioxide Pricing Market. In O. Ignatenko, V. Kharchenko, V. Kobets, et al. (Eds.), Communications in Computer and Information Science: Vol. 1635. ICTERI 2021 Workshops (pp. 183–199). Springer. https://doi.org/10.1007/978-3-031-14841-5_12 (Scopus).
- Bielinskyi, A. O., Khvostina, I., Matviychuk, A., Semerikov, S., Serdyuk, O., Solovieva, V., & Soloviev, V. N. (2021). Predictors of oil shocks. Econophysical approach in environmental science. IOP Conference Series: Earth and Environmental Science, 628(1), Article 012019. https://doi.org/10.1088/1755-1315/628/1/012019 (Scopus).
- Kiv, A, Soloviev, V. N., Semerikov, S., Danylchuk, H., Kibalnyk, L., Matviychuk, A., & Striuk, A. (2021). Machine learning for prediction of emergent economy. CEUR Workshop Proceedings, 3048, I–XXXI. http://ceur-ws.org/Vol-3048/paper00.pdf (Scopus).
- Bielinskyi, A., Hushko, S., Matviychuk, A., Serdyuk, O., Semerikov, S., & Soloviev, V. N. (2021). Irreversibility of financial time series: a case of crisis. CEUR Workshop Proceedings, 3048, 134–150. http://ceur-ws.org/Vol-3048/paper04.pdf (Scopus).
- Derbentsev, V., Matviychuk, A., & Soloviev, V.N. (2020). Forecasting of Cryptocurrency Prices Using Machine Learning. In L. Pichl, C. Eom, E. Scalas, & T. Kaizoji (Eds.), Advanced Studies of Financial Technologies and Cryptocurrency Markets (pp. 211-231). Springer. https://doi.org/10.1007/978-981-15-4498-9_12 (Scopus).
- Derbentsev, V., Matviychuk, A., Datsenko, N., Bezkorovainyi, V., & Azaryan, A. (2020). Machine learning approaches for financial time series forecasting. CEUR Workshop Proceedings, 2713, 434-450. http://ceur-ws.org/Vol-2713/paper47.pdf (Scopus).
- Matviychuk, A., Lukianenko, O., & Miroshnychenko, I. (2019). Neuro-fuzzy model of country's investment potential assessment. Fuzzy economic review, 24(2), 65-88. https://doi.org/10.25102/fer.2019.02.04 (Scopus).
- Matviychuk, A., Novoseletskyy, O., Vashchaiev, S., Velykoivanenko, H., & Zubenko, I. (2019). Fractal analysis of the economic sustainability of industrial enterprise. CEUR Workshop Proceedings, 2422, 455-466. http://ceur-ws.org/Vol-2422/paper37.pdf. (Scopus).
- Kiv, A., Semerikov, S., Soloviev, V., Kibalnyk, L., Danylchuk, H., & Matviychuk, A. (2019). Experimental Economics and Machine Learning for Prediction of Emergent Economy Dynamics. CEUR Workshop Proceedings, 2422, 1-4. http://ceur-ws.org/Vol-2422/paper00.pdf (Scopus).
- Matviychuk, A., Strelchenko, I., Vashchaiev, S., & Velykoivanenko, H. (2019). Simulation of the Crisis Contagion Process Between Countries with Different Levels of Socio-Economic Development. CEUR Workshop Proceedings, 2393, 485-496. http://ceur-ws.org/Vol-2393/paper_423.pdf (Scopus).
- Matviychuk, A., & Velykoivanenko, H. (2014). Modeling of tax incentives effectiveness. Economic Annals-XXI, 5-6, 105-108. http://soskin.info/userfiles/file/2014/5-6_2014/Matviychuk_Velykoivanenko.pdf (Scopus).
- Matviychuk, A. (2010). Bankruptcy prediction in transformational economy: discriminant and fuzzy logic approaches. Fuzzy economic review, 15(1), 21-38. https://doi.org/10.25102/fer.2010.01.02 (Scopus).
- Matviychuk, A. (2006). Fuzzy logic approach to identification and forecasting of financial time series using Elliott wave theory. Fuzzy economic review, 11(2), 51-68. https://doi.org/10.25102/fer.2006.02.04 (Scopus).
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Academic disciplines:"Methods of Artificial Intelligence in Scientific Research" — for second-year postgraduate students. "Data Science in Economics" — for second-year postgraduate students. "Methods of Artificial Intelligence and Design of Intelligent Systems" — for fourth-year students of the bachelor's level of higher education. "Neuro-Fuzzy Modeling" — for third-year students of the bachelor's level of higher education.
Educational and methodological publications:- Matviychuk, A., et al. (2019). Methodological materials for studying the academic discipline "Methods of Artificial Intelligence in Scientific Research" for postgraduate students of higher education of the third level in the educational and scientific program "Economics". KNEU. https://drive.google.com/drive/folders/1XZvZyiyHbodfQyuHF1aSTQZE7MlG6RP1.
- Matviychuk, A., et al. (2018). Methodological materials for studying the academic discipline "Neuro-Fuzzy Models in Control" for students of higher education of the second level in the educational program "Artificial Intelligence Systems". KNEU. https://drive.google.com/drive/folders/1r8iRYWoma3_dYOv2-pkGz4HfSPBxIOQT.
- Matviychuk, A., et al. (2018). Methodological materials for studying the academic discipline "Neuro-Fuzzy Models in Control" for students of higher education of the second level in the educational program "Information Control Systems and Technologies". KNEU. https://drive.google.com/drive/folders/1smI2svwnvZFU2apECIf9S7UUih-yVnij.
- Matviychuk, A., et al. (2018). Methodological materials for studying the academic discipline "Intelligent Modeling Technologies in Decision-Making" for students of higher education of the second level in the educational program "System Analysis". KNEU. https://drive.google.com/drive/folders/1bp9_z9JYIgHph_rdafFzO2K240DslAYB.
- Matviychuk, A., et al. (2018). Methodological materials for studying the academic discipline "Neuro-Fuzzy Models in Cybersecurity Analytics" for students of higher education of the second level in the educational program "System Analysis". KNEU. https://drive.google.com/drive/folders/1kmIRTC6WJTupbpoCbbsO392zpbVQYJEG.
Bilyk, T. O., Velykoivanenko, H. I., Vodzianova, N. K., Voloshchuk, S. D., Matviychuk, A. V., Savina, S. S., & Shatarska, I. F. (2014). Economic and Mathematical Methods and Models: workshop. KNEU. Matviychuk, A. V. (2005). Analysis and Management of Economic Risk: textbook. Center for Educational Literature.
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