=Paper=
{{Paper
|id=Vol-2713/frontmatter
|storemode=property
|title=None
|pdfUrl=https://ceur-ws.org/Vol-2713/coverIndex.pdf
|volume=Vol-2713
}}
==None==
https://ceur-ws.org/Vol-2713/coverIndex.pdf
Arnold Kiv (Ed.)
Machine Learning for Prediction
of Emergent Economy Dynamics
Proceedings of the Selected Papers
of the Special Edition of International Conference
on Monitoring, Modeling & Management
of Emergent Economy
(M3E2-MLPEED 2020)
Odessa, Ukraine
July 13-18, 2020
ii
Kiv, A. (Ed.): Machine Learning for Prediction of Emergent Economy Dynamics,
Proceedings of the Selected Papers of the Special Edition of International Conference
on Monitoring, Modeling & Management of Emergent Economy (M3E2-MLPEED
2020), Odessa, Ukraine, July 13-18, 2020, CEUR-WS.org, online (2020)
This volume represents the proceedings of the selected papers of the Special Edition of
International Conference on Monitoring, Modeling & Management of Emergent
Economy (M3E2-MLPEED 2020), held in Odessa, Ukraine, on July 13-18, 2020. It
comprises 23 contributed papers that were carefully peer-reviewed and selected from
45 submissions. The accepted papers present the state-of-the-art overview of successful
cases and provides guidelines for future research.
Copyright © 2020 for the individual papers by the papers’ authors. Copyright © 2020
for the volume as a collection by its editors. This volume and its papers are published
under the Creative Commons License Attribution 4.0 International (CC BY 4.0).
iii
Program Committee
Albert Azaryan, Kryvyi Rih National University, Ukraine
Helena Fidlerová, Slovak University of Technology, Slovakia
Irina Georgescu, Bucharest University of Economics, Romania
Lidiya Guryanova, Simon Kuznets Kharkiv National University of Economics,
Ukraine
Nadia Kabachi, Claude Bernard Lyon 1 University, France
Arnold Kiv, Ben-Gurion University of the Negev, Israel
Vitaliy Kobets, Kherson State University, Ukraine
Hennadiy Kravtsov, Kherson State University, Ukraine
Orken Mamyrbayev, Institute of Information and Computational Technologies,
Kazakhstan
Lukas Pichl, International Christian University, Japan
Nina Rizun, Gdansk University of Technology, Poland
Abdel-Badeeh M. Salem, Ain Shams University, Egypt
Yaroslav Shramko, Kryvyi Rih State Pedagogical University, Ukraine
Oleksandr Spivakovskiy, Kherson State University, Ukraine
Aleksandr Uchitel, State University of Economics and Technology, Ukraine
Eugene Yakub, Odessa National Economic University, Ukraine
Local Organization Committee Members
Arnold Kiv, Ben-Gurion University of the Negev, Beer Sheva, Israel
Pavlo Hryhoruk, Khmelnytskyi National University, Khmelnytskyi, Ukraine
Inesa Khvostina, Ivano-Frankivsk National Technical University of Oil and Gas,
Ivano-Frankivsk, Ukraine
Victoria Solovieva, State University of Economics and Technology, Kryvyi Rih,
Ukraine
Vladimir Soloviev, Kryvyi Rih State Pedagogical University, Kryvyi Rih, Ukraine
Serhiy Semerikov, Kryvyi Rih State Pedagogical University, Kryvyi Rih, Ukraine
Additional Reviewers
Vitalina Babenko, V. N. Karazin Kharkiv National University, Ukraine
Hanna Danylchuk, The Bohdan Khmelnytsky National University of Cherkasy,
Ukraine
Giedrė Dzemydaitė, Vilnius University, Lithuania
Liliana Horal, Ivano-Frankivsk National Technical University of Oil and Gas, Ukraine
Alexey Hostryk, Odessa National Economic University, Ukraine
Pavlo Hryhoruk, Khmelnytskyi National University, Ukraine
Liubov Kibalnyk, The Bohdan Khmelnytsky National University of Cherkasy,
Ukraine
iv
Inesa Khvostina, Ivano-Frankivsk National Technical University of Oil and Gas,
Ukraine
Oksana Kovtun, University of Educational Management, Ukraine
Marina Kudinska, University of Latvia, Latvia
Hanna Kucherova, Classic Private University, Ukraine
Nataliia Maksyshko, Zaporizhzhia National University, Ukraine
Andriy Matviychuk, Kyiv National Economic University named after Vadym
Hetman, Ukraine
Inese Mavlutova, BA School of Business and Finance, Latvia
Bård Borch Michalsen, UiT The Arctic University of Norway, Norway
Olha Prokopenko, Tallinn University of Technology, Estonia
Oleg Pursky, Kyiv National University of Trade and Economics, Ukraine
Serhiy Semerikov, Kryvyi Rih State Pedagogical University, Ukraine
Vladimir Soloviev, Kryvyi Rih State Pedagogical University, Ukraine
Victoria Solovieva, State University of Economics and Technology, Ukraine
Petia Tanova, Frederick University of Cyprus, Cyprus
Oleh Yatsiuk, Ivano-Frankivsk National Technical University of Oil and Gas, Ukraine
Nataliia Zachosova, The Bohdan Khmelnytsky National University of Cherkasy,
Ukraine
Pavel Zakharchenko, Berdyansk State Pedagogical University, Ukraine
cdli
Author Index
A
Andrusiv, Uliana 415
Azaryan, Albert 434
B
Babenko, Vitalina 107
Babych, Tetiana 261
Barmak, Olexander 187
Berezhna, Galina 352
Berezhnytska, Uliana 68
Berlous, Maria 125
Bezkorovainyi, Vitalii 434
Bielinskyi, Andriy 372
Bui, Yuliia 107
C
Cherep, Olexander 295
Chernova, Oksana 415
D
Daliak, Nadiia 41
Danylchuk, Hanna 167, 352
Datsenko, Nataliia 434
Derbentsev, Vasily 434
Didenko, Anastasiia 81
Donchenko, Tetyana 187
F
Fedorovych, Irina 415
G
Golub, Alexander 393
Grygoruk, Svitlana 315
H
Hobyr, Iryna 107
Holovan, Olha 393
Honcharenko, Yuliia 81
Horal, Liliana 125, 334
Horoshkova, Lidiіa 393
Hostryk, Alexey 53
Hovorushchenko, Tetiana 239, 315
cdlii
Hryhoruk, Pavlo 1, 239, 315
Hrytsiuk, Petro 261
I
Ivanov, Mykola 295
Ivanov, Sergey 295
Ivanylova, Oksana 167
Izhevskiy, Pavlo 145
K
Kafka, Sofiia 107
Kaliuzhna, Iulia 295
Kaminskyi, Andrii 204
Kapinos, Hennadii 187
Khlobystov, Ievgen 393
Khrushch, Nila 145, 239, 315
Khvostina, Inesa 1, 41, 68, 334
Kibalnyk, Liubov 167, 352
Kiv, Arnold 1, 21, 352
Korol, Svitlana 334
Koval, Viktor 277
Kovtun, Oksana 167, 352
Kozin, Igor 219
Kravets, Olena 81
Kryzhanivs'kyi, Evstakhii 125
Kucherova, Hanna 81
Kupalova, Halyna 415
L
Larionova, Kаterina 187
Lyalyuk, Vitaliy 295
Lysenko, Sergii 145, 239
M
Maksyshko, Nataliia 219
Maltiz, Victoria 295
Markova, Svitlana 393
Matviychuk, Andriy 434
Melnyk, Tetiana 167
Mykhailyshyn, Liliia 68
Mykytiuk, Nataliia 125
N
Nehrey, Maryna 204
cdliii
O
Oliinyk, Andriy 187
Oliinyk, Viktor 68
Oliynyk, Oleksandr 393
P
Pawliszczy, Dariusz 277
Perepelitsa, Vitalii 219
Perevozova, Iryna 125
Pichl, Lukáš 53, 372
Prystupa, Liudmyla 239
Pursky, Oleg 352
R
Reznik, Nadiia 334
Rizun, Nina 204
Romanko, Olha 41
S
Savenko, Oleg 187
Savko, Oksana 107
Schiavone, Francesco 277
Semerikov, Serhiy 1, 21, 41, 372
Serdiuk, Oleksandr 21, 167, 372
Shmeltser, Ekaterina 41, 107
Shmygol, Nadiia 277
Shyiko, Vira 125, 334
Sokoliuk, Galyna 145
Soloviev, Vladimir 1, 21, 53, 372
Solovieva, Victoria 1, 53, 372
Stadnyk, Vаlentyna 145
T
Terentieva, Nataliia 295
Tomalja, Tetjana 145
Trokhymets, Olena 277
Tuliakova, Anna 53
U
Uchitel, Aleksandr 81
V
Vahanova, Liudmyla 239
Vasylieva, Oksana 219
Volkov, Volodymyr 393
cdliv
Vorfolomeiev, Andrii 277
Y
Yashcheritsyna, Natalia 334
Yatsenko, Valerii 68
Yatsiuk, Oleh 41
Z
Zaselskiy, Vladimir 167, 334
Zavgorodniy, Ruslan 277
Zelinska, Halyna 415