MoMLeT&DS-2019
Modern Machine Learning Technologies and Data Science

Table of Contents

• Cover and Preface
  
  
• Organization and Committees
  
  
• Organizers and Partners
  
  

• Bayesian Networks' Development Based on Noisy-MAX Nodes for Modeling Investment Processes in Transport 1-10
  Volodymyr Lytvynenko, Nataliіa Savina, Jan Krejci, Mariia Voronenko, Maryna Yakobchuk, Olena Kryvoruchko
• Parallel Method of Neural Network Synthesis Based on a Modified Genetic Algorithm Application 11-23
  Serhii Leoshchenko, Andrii Oliinyk, Stepan Skrupsky, Sergey Subbotin, Tetiana Zaiko
• Information and Technological Support for the Processes of Prognostic Modeling of Regional Labor Markets 24-34
  Yuri Romanenkov, Volodymyr Pasichnyk, Nataliia Veretennikova, Mariia Nazaruk, Andrii Leheza
• Heterogeneous Data with Agreed Content Aggregation System Development 35-54
  Lyubomyr Chyrun, Agnieszka Kowalska-Styczen, Yevhen Burov, Andrii Berko, Andrii Vasevych, Irina Pelekh, Yuriy Ryshkovets
• An Application Development for Recognizing of View in Order to Control the Mouse Pointer 55-74
  Petro Zdebskyi, Victoria Vysotska, Roman Peleshchak, Ivan Peleshchak, Andriy Demchuk, Maksym Krylyshyn
• Optimization Model of Structurally Functional SelfOrganization of Multi-Radio Multi-Channel MeshNetworks Using Hypergraphs 75-84
  Serhii Harkusha, Oleksandr Lemeshko, Maryna Yevdokymenko, Oleksandra Yeremenko
• Reflex Intellectual Text Processing Systems: Natural Language Text Addressing 85-95
  Serhii Lenkov, Mykola Kubyavka, Liubov Kubiavka, Yevhen Lenkov , Valerii Shevchuk
• Knowledge-based Big Data Cleanup Method 96-106
  Andrii Berko, Vladyslav Alieksieiev, Vasyl Lytvyn
• Using the K-means Method for Diagnosing Cancer Stage Using the Pandas Library 107-116
  Ievgen Meniailov, Kseniia Bazilevych, Kirill Fedulov, Sergey Goranina, Dmytro Chumachenko
• Two Step Density-Based Object-Inductive Clustering Algorithm 117-135
  Volodymyr Lytvynenko, Irina Lurie, Jan Krejci, Mariia Voronenko, Nataliіa Savina, Mohamed Ali Taif
• Strategy for the Study of Interregional Economic and Social Exchange Based on Foresight and Cognitive Modeling Methodologies 136-147
  N. D. Pankratova, G.V.Gorelova, V.A.Pankratov
• An Algorithm to Construct Generalized Voronoi Diagrams with Fuzzy Parameters Based on the Theory of Optimal Partitioning and Neuro-Fuzzy Technologies 148-162
  Elena Kiseleva, Liudmyla Hart, Olha Prytomanova, Oleksandr Kuzenkov
• Multi-Fuzzy Sets as Aggregation Subjective and Objective Fuzziness 163-182
  Yuri M. Minaev, Oksana Yu. Filimonova, Julia I. Minaeva
• Linguistic Traces of Psychological Manipulations in Discussions of Wikipedia Talk Pages 183-193
  Solomiia Albota, Andriy Peleshchyshyn, Dmytro Dosyn
• Application of Artificial Intelligence Algorithms for Image Processing 194-211
  Nataliya Boyko, Andriy Bronetskyi, Nataliya Shakhovska
• Development of the Speech-to-Text Chatbot Interface Based on Google API 212-221
  Nataliya Shakhovska, Oleh Basystiuk, Khrystyna Shakhovska
• Security Rating Metrics for Distributed Wireless Systems 222-233
  Volodymyr Buriachok, Volodymyr Sokolov, Pavlo Skladannyi
• Textual Content Categorizing Technology Development Based on Ontology 234-254
  Vasyl Lytvyn, Victoria Vysotska, Bohdan Rusyn, Liubomyr Pohreliuk, Pavlo Berezin, Oleh Naum
• Web Resource Changes Monitoring System Development 255-273
  Lyubomyr Chyrun, Yevhen Burov, Bohdan Rusyn, Liubomyr Pohreliuk, Oleh Oleshek, Aleksandr Gozhyj, Іgor Bobyk
• Hashtag as а Way of Archiving and Distributing Information on the Internet 274-286
  Solomia Fedushko, Yuriy Syerov, Sofiia Kolos
• Men-in-the-Middle Attack Simulation on Low Energy Wireless Devices using Software Define Radio 287-296
  Mahyar TajDini, Volodymyr Sokolov, Volodymyr Buriachok
• Deep Convolutional Neural Network for Recognizing the Images of Text Documents 297-306
  Vladimir Golovko, Aliaksandr Kroshchanka, Egor Mikhno, Myroslav Komar, Anatoliy Sachenko, Sergei Bezobrazov, Inna Shylinska
• Information and Technology Support for the Training of Visually Impaired People 307-320
  Nataliia Veretennikova, Oleksandr Lozytskyi, Roman Vaskiv, Oksana Kunanets, Andrii Leheza, Olga Lozynska, Nataliia Kunanets
• Intelligent Expert System of Knowledge Examination of Medical Staff Regarding Infections Associated with the Provision of Medical Care 321-330
  Dmytro Chumachenko, Victor Balitskii, Tetyana Chumachenko, Victoria Makarova, Maryna Railian
• Open Online Training Courses for Engineering Purpose 331-339
  Ihor Baran, Natalіya Kunanets, Halyna Matsiuk, Mykola Mytnyk, Khristina Shunevich, Yuriy Skorenkyy, Volodymyr Yaskilka
• Development of Mobile Application for Choreographic Productions Creation and Visualization 340-358
  Antonii Rzheuskyi, Aleksandr Gozhyj, Andrii Stefanchuk, Oksana Oborska, Liliya Chyrun, Olga Lozynska, Khrystyna Mykich, Taras Basyuk
• Problems of the Intelligent Virtual Learning Environment Development 359-369
  Mykola Odrekhivskyy, Volodymyr Pasichnyk, Antonii Rzheuskyi, Vasyl Andrunyk, Mariia Nazaruk, Oksana Kunanets, Danylo Tabachyshyn
• Method of Automated Identification of Metaphoric Meaning in Adjective + Noun Word Combinations (Based on the Ukrainian Language) 370-380
  Olena Levchenko, Nataliia Romanyshyn, Dmytro Dosyn