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MoMLeT+DS 2020: Lviv-Shatsk, Ukraine
- Michael Emmerich, Vasyl Lytvyn, Victoria Vysotska, Vitor Basto-Fernandes, Volodymyr Lytvynenko:
Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, Lviv-Shatsk, Ukraine, June 2-3, 2020. CEUR Workshop Proceedings 2631, CEUR-WS.org 2020 - Andrii Vasyliuk, Taras Basyuk, Vasyl Lytvyn:
Specialized Interactive Methods for Using Data on Radar Application Models. 1-11 - Oleh Veres, Pavlo Ilchuk, Olha Kots, Vladyslav Yerofieiev:
Development of the Information System for Finding the Best Route for Electric Cars. 12-29 - Anatoly Bessalov, Volodymyr Sokolov, Pavlo Skladannyi:
Modeling of 3- and 5-Isogenies of Supersingular Edwards Curves. 30-39 - Nadiya Vasylkiv, Lesia Dubchak, Anatoliy Sachenko:
Estimation Method of Information System Functioning Quality Based on the Fuzzy Logic. 40-56 - Olena Iosifova, Ievgen Iosifov, Oleksandr Rolik, Volodymyr Sokolov:
Techniques Comparison for Natural Language Processing. 57-67 - Oleksii Duda, Nataliia Kunanets, Oleksandr Matsiuk, Volodymyr Pasichnyk, Nataliia Veretennikova, Anatoliy Fedonuyk, Valentyna Yunchyk:
Selection of Effective Methods of Big Data Analytical Processing in Information Systems of Smart Cities. 68-78 - Rostyslav Yurynets, Zoryna Yurynets, Ivanna Myshchyshyn, Natalia Zhyhaylo, Andriy Pekhnyk:
Optimal Strategy for the Development of Insurance Business Structures in a Competitive Environment. 79-94 - Oleh Soprun, Myroslava Bublyk, Yurii Matseliukh, Vasyl Andrunyk, Lyubomyr Chyrun, Ivan Dyyak, Anatoly Yakovlev, Michael Emmerich, Oleksandr Osolinskyi, Anatoliy Sachenko:
Forecasting Temperatures of a Synchronous Motor with Permanent Magnets Using Machine Learning. 95-120 - Arina Herasymova, Dmytro Chumachenko, Halyna Padalko:
Development of Intelligent Information Technology of Computer Processing of Pedagogical Tests Open Tasks Based on Machine Learning Approach. 121-131 - Vitaliia-Anna Oliinyk, Victoria Vysotska, Yevhen Burov, Khrystyna Mykich, Vitor Basto-Fernandes:
Propaganda Detection in Text Data Based on NLP and Machine Learning. 132-144 - Tatiana Neskorodieva, Eugene Fedorov:
Method for Automatic Analysis of Compliance of Expenses Data and the Enterprise Income by Neural Network Model of Forecast. 145-158 - Roman Lynnyk, Victoria Vysotska, Yurii Matseliukh, Yevhen Burov, Lyubomyr I. Demkiv, Andrij Zaverbnyj, Anatoliy Sachenko, Inna Shylinska, Iryna Yevseyeva, Oksana Bihun:
DDOS Attacks Analysis Based on Machine Learning in Challenges of Global Changes. 159-171 - Diana Koshtura, Myroslava Bublyk, Yurii Matseliukh, Dmytro Dosyn, Liliya Chyrun, Olga Lozynska, Ihor Karpov, Ivan Peleshchak, Mariya Maslak, Oleg Sachenko:
Analysis of the Demand for Bicycle Use in a Smart City Based on Machine Learning. 172-183 - Mykola Odrekhivskyy, Volodymyr Pasichnyk, Nataliia Kunanets, Antonii Rzheuskyi, Galyna Korz, Danylo Tabachyshyn:
The Use of Modern Information Technology in Medical and Health Institutions of Truskavets Resort. 184-197 - Oleg Klymovych, Volodymyr I. Hrabchak, Oleksandr Lavrut, Tetiana Lavrut, Vasyl Lytvyn, Victoria Vysotska:
The Diagnostics Methods for Modern Communication Tools in the Armed Forces of Ukraine Based on Neural Network Approach. 198-208 - Mariia Horbova, Vasyl Andrunyk, Lyubomyr Chyrun:
Virtual Reality Platform Using ML for Teaching Children with Special Needs. 209-220 - Dmytro Uhryn, Vasyl Andrunyk, Lyubomyr Chyrun, Nataliya Antonyuk, Ivan Dyyak, Oleh Naum:
Service-Oriented Architecture Development as an Integrating Platform in the Tourist Area. 221-236 - Olga Cherednichenko, Olha Yanholenko, Olga Kanishcheva:
Developing the Key Attributes for Product Matching Based on the Item's Image Tag Comparison. 237-247 - Petro Kravets, Volodymyr Pasichnyk, Olga Artemenko, Antonii Rzheuskyi:
Neuroagent Game Model of Collective Decision Making in Conditions of Uncertainty. 248-267 - Ryszard Pukala, Nataliya Vnukova, Svitlana Achkasova, Oleksii Gorokhovatskyi:
The Application of Weighted Decision Matrix for the Selection of Non-state Pension Provision Strategy. 268-279 - Karina Melnyk:
The Technology of Short-Term Planning for Resolving the Problems with High Level of Uncertainty on an Enterprise. 280-293 - Vasyl Sheketa, Mykola Chesanovskyy, Volodymyr Pikh, Yulia Romanyshyn, Lyubov Samaniv, Mykola Pasyeka:
Formal Aspects of Case-Based Decisions Making Support by Wells Drilling. 294-303 - Mykola Pasyeka, Nadia Pasieka, Vasyl Sheketa, Yulia Romanyshyn, Oksana Kondur, Mariana Varvaruk:
The use of Dyadic and Advisory Opinions in the Model of Group Dynamics of the Decision-Making Process for Software System Developers. 304-313 - Taras Teslyuk, Vasyl Teslyuk, Halyna Lypak, Nataliia Kunanets, Nataliia Veretennikova:
A Mobile Museum Guide Application. 314-326 - Anatoliy Tryhuba, Vitaliy Boyarchuk, Inna Tryhuba, Oksana Ftoma, Roman Padyuka, Mykola Rudynets:
Forecasting the Risk of the Resource Demand for Dairy Farms Basing on Machine Learning. 327-340 - Dmytro Ostrovka, Vasyl Teslyuk:
The Analysis of File Format Conversion Tools for Storing 3D Objects for the iOS Platform. 341-350 - Yaroslav Vyklyuk, Nataliia Kunanets, Volodymyr Pasichnyk, Olena Husak, Oksana Kunanets, Yurii Kryvenchuk:
An Information System Prototype for Monitoring and Modeling the Spread of Viral Infections. 351-366 - Nadia Pasieka, Mykola Pasyeka, Vasyl Sheketa, Halina Mykhailyshyn, Oksana Kondur, Mariana Varvaruk:
Method for Finding a Plan for Solving Mathematical Problems as Component of Information Technology. 367-383 - Oleg Mashkov, Victor Chumakevych, Vadym Ptashnyk, Igor Puleko:
Qualitative Evaluation of the Process of Functionally Stable Recovery Control of the Aircraft in Emergencies with an Algorithm Based on Solving Inverse Dynamic Problems. 384-394 - Ivan Kit, Konrad Grzeszczyk, Diana Zahorodnia, Hrystyna Lipyanina, Vitaliy Dorosh, Pavlo Bykovyy, Volodymyr Kochan, Anatoliy Sachenko:
Improved Canny's Method for Laser Scribes Contour Selection in Solar Cells. 395-405 - Iryna Lurie, Volodymyr Lytvynenko, Serge Olszewski, Mariia Voronenko, Alexander I. Kornelyuk, Ulzhalgas Zhunissova, Oleg Boskin:
The Use of Inductive Methods to Identify Subtypes of Glioblastomas in Gene Clustering. 406-418 - Violetta Demchenko, Serge Olszewski, Mariia Voronenko, Eva Zaets, Nataliia Savina, Iryna Lurie, Volodymyr Lytvynenko:
Modeling and Predicting the Organochlorine Pesticides Concentration in the Child's Body Based on their Accumulation in the Mother's Body. 419-432 - Alina Dmytriv, Victoria Vysotska, Petro Kravets, Ihor Karpov, Michael Emmerich:
Trees' Condition Data Analysis Based on Drone Monitoring and Machine Learning Technology. 433-456 - Yurii Tverdokhlib, Vasyl Andrunyk, Liliya Chyrun, Lyubomyr Chyrun, Nataliya Antonyuk, Ivan Dyyak, Oleh Naum, Dmytro Uhryn, Vitor Basto-Fernandes:
Analysis and Estimation of Popular Places in Online Tourism Based on Machine Learning Technology. 457-470 - Oleg Mashkov, Viktoriya Kosenko:
Restoration of Information in On-Board Information and Controlling Complexes of Movable Objects in Emergency Situations. 471-490 - Iryna Bodnar, Myroslava Bublyk, Oleh Veres, Olga Lozynska, Ihor Karpov, Yevhen Burov, Petro Kravets, Ivan Peleshchak, Olena Vovk, Olga Maslak:
Forecasting the Risk of Cervical Cancer in Women in the Human Capital Development Context Using Machine Learning. 491-501 - Liliia Podlesna, Myroslava Bublyk, Igor Grybyk, Yurii Matseliukh, Yevhen Burov, Petro Kravets, Olga Lozynska, Ihor Karpov, Ivan Peleshchak, Roman Peleshchak:
Optimization Model of the Buses Number on the Route Based on Queueing Theory in a Smart City. 502-515 - Dmytro Uhryn, Oleh Naum, Nataliya Antonyuk, Ivan Dyyak, Liliya Chyrun, Andriy Demchuk, Victoria Vysotska, Zoriana Rybchak, Taras Batiuk:
Tourist Itineraries Plan Design Based on the Behavior of Bee Colonies. 516-539
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