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