Advances in intelligent systems and computing II : selected papers from the International Conference on Computer Science and Information Technologies, CSIT 2017, September 5-8, Lviv, Ukraine

This book reports on new theories and applications in the field of intelligent systems and computing. It covers computational and artificial intelligence methods, as well as advances in computer vision, current issues in big data and cloud computing, computation linguistics, and cyber-physical systems. It also reports on data mining and knowledge extraction technologies, as well as central issues in intelligent information management. Written by active researchers, the respective chapters are based on papers presented at the International Conference on Computer Science and Information Technologies (CSIT 2017), held on September 5–8, 2017, in Lviv, Ukraine; and at two workshops accompanying the conference: one on inductive modeling, jointly organized by the Lviv Polytechnic National University and the National Academy of Science of Ukraine; and another on project management, which was jointly organized by the Lviv Polytechnic National University, the International Project Management Association, the Ukrainian Project Management Association, the Kazakhstan Project Management Association, and Nazarbayev University. Given its breadth of coverage, the book provides academics and professionals with extensive information and a timely snapshot of the field of intelligent systems, and is sure to foster new discussions and collaborations among different groups. Front Matter ....Pages i-xi GMDH-Based Learning System for Mobile Robot Navigation in Heterogeneous Environment (Anatoliy Andrakhanov, Alexander Belyaev)....Pages 1-20 Model of the Objective Clustering Inductive Technology of Gene Expression Profiles Based on SOTA and DBSCAN Clustering Algorithms (Sergii Babichev, Volodymyr Lytvynenko, Jiri Skvor, Jiri Fiser)....Pages 21-39 From Close the Door to Do not Click and Back. Security by Design for Older Adults (Bartlomiej Balcerzak, Wieslaw Kopec, Radoslaw Nielek, Kamil Warpechowski, Agnieszka Czajka)....Pages 40-53 The Popularization Problem of Websites and Analysis of Competitors (Taras Basyuk)....Pages 54-65 Analysis of Uncertainty Types for Model Building and Forecasting Dynamic Processes (Peter Bidyuk, Aleksandr Gozhyj, Irina Kalinina, Victor Gozhyj)....Pages 66-78 Dynamic Inertia Weight in Particle Swarm Optimization (Bożena Borowska)....Pages 79-88 Mathematical Method of Translation into Ukrainian Sign Language Based on Ontologies (Maksym Davydov, Olga Lozynska)....Pages 89-100 Method of Parametric Identification for Interval Discrete Dynamic Models and the Computational Scheme of Its Implementation (Mykola Dyvak, Natalia Porplytsya, Yurii Maslyak, Mykola Shynkaryk)....Pages 101-112 Mechanisms to Enhance the Efficiency of Maritime Container Traffic Through “Odessa” and “Chernomorsk” Ports in the Balancing of Portfolios (Anatoly J. Gaida, Elena A. Zarichuk, Konstantin V. Koshkin)....Pages 113-123 Porting a Real-Time Objected Oriented Dependable Operating System (RODOS) on a Customizable System-on-Chip (Muhammad Faisal, Sergio Montenegro)....Pages 124-145 A General Game-Theoretic Approach to Harmonization the Values of Project Stakeholders (Tigran G. Grigorian, Sergey D. Titov, Anatoliy Y. Gayda, Vladimir K. Koshkin)....Pages 146-165 Information Technology for Assurance of Veracity of Quality Information in the Software Requirements Specification (Tetiana Hovorushchenko)....Pages 166-185 A Multidimensional Adaptive Growing Neuro-Fuzzy System and Its Online Learning Procedure (Zhengbing Hu, Yevgeniy V. Bodyanskiy, Oleksii K. Tyshchenko)....Pages 186-203 Method of Integration and Content Management of the Information Resources Network (Olga Kanishcheva, Victoria Vysotska, Lyubomyr Chyrun, Aleksandr Gozhyj)....Pages 204-216 Geoinformation Technology for Analysis and Visualisation of High Spatial Resolution Greenhouse Gas Emissions Data Using a Cloud Platform (Vitalii Kinakh, Rostyslav Bun, Olha Danylo)....Pages 217-229 Comparative Analysis of Conversion Series Forecasting in E-commerce Tasks (Lyudmyla Kirichenko, Tamara Radivilova, Illya Zinkevich)....Pages 230-242 Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-threaded Modes (Yuriy Kochura, Sergii Stirenko, Oleg Alienin, Michail Novotarskiy, Yuri Gordienko)....Pages 243-256 On Scalability of Predictive Ensembles and Tradeoff Between Their Training Time and Accuracy (Pavel Kordík, Tomáš Frýda)....Pages 257-269 Agent DEVS Simulation of the Evacuation Process from a Commercial Building During a Fire (Andrzej Kułakowski, Bartosz Rogala)....Pages 270-279 The Alpha-Procedure as an Inductive Approach to Pattern Recognition and Its Connection with Lorentz Transformation (Tatjana Lange)....Pages 280-298 Analyzing Project Team Members’ Expectations (Vira Liubchenko)....Pages 299-309 The Contextual Search Method Based on Domain Thesaurus (Vasyl Lytvyn, Victoria Vysotska, Yevhen Burov, Oleh Veres, Ihor Rishnyak)....Pages 310-319 Optimizing Wind Farm Structure Control (Vitalii Kravchyshyn, Mykola Medykovskyy, Roman Melnyk, Marianna Dilai)....Pages 320-333 Model of the System of Personalized Analysis of Financial Condition of the Enterprise (Melnykova Nataliia)....Pages 334-345 Hybrid Sorting-Out Algorithm COMBI-GA with Evolutionary Growth of Model Complexity (Olha Moroz, Volodymyr Stepashko)....Pages 346-360 Development of Combined Information Technology for Time Series Prediction (Oksana Mulesa, Fedir Geche, Anatoliy Batyuk, Viktor Buchok)....Pages 361-373 Keyphrase Extraction Using Extended List of Stop Words with Automated Updating of Stop Words List (Svetlana Popova, Gabriella Skitalinskaya)....Pages 374-385 Innovative Concept of the Strict Line Hypergraph as the Basis for Specifying the Duality Relation Between the Vertex Separators and Cuts (Artem Potebnia)....Pages 386-403 Involutory Parametric Orthogonal Transforms of Cosine-Walsh Type with Application to Data Encryption (Dariusz Puchala)....Pages 404-420 On the Asymptotic Methods of the Mathematical Models of Strongly Nonlinear Physical Systems (Petro Pukach, Volodymyr Il’kiv, Zinovii Nytrebych, Myroslava Vovk, Pavlo Pukach)....Pages 421-433 Solution of the Discrete Ill-Posed Problem on the Basis of Singular Value Decomposition and Random Projection (Elena G. Revunova)....Pages 434-449 Methodology of Research the Library Information Services: The Case of USA University Libraries (Antonii Rzheuskyi, Nataliia Kunanets, Vasil Kut)....Pages 450-460 The Method of Big Data Processing for Distance Educational System (Natalya Shakhovska, Olena Vovk, Roman Hasko, Yuriy Kryvenchuk)....Pages 461-473 Developments and Prospects of GMDH-Based Inductive Modeling (Volodymyr Stepashko)....Pages 474-491 Construction and Research of the Generalized Iterative GMDH Algorithm with Active Neurons (Volodymyr Stepashko, Oleksandra Bulgakova, Viacheslav Zosimov)....Pages 492-510 The Fast Fourier Transform Partitioning Scheme for GPU’s Computation Effectiveness Improvement (Kamil Stokfiszewski, Kamil Wieloch, Mykhaylo Yatsymirskyy)....Pages 511-522 Consolidation of Virtual Machines Using Stochastic Local Search (Sergii Telenyk, Eduard Zharikov, Oleksandr Rolik)....Pages 523-537 Architecture and Models for System-Level Computer-Aided Design of the Management System of Energy Efficiency of Technological Processes at the Enterprise (Taras Teslyuk, Ivan Tsmots, Vasyl Teslyuk, Mykola Medykovskyy, Yuriy Opotyak)....Pages 538-557 Basic Components of Neuronetworks with Parallel Vertical Group Data Real-Time Processing (Ivan Tsmots, Vasyl Teslyuk, Taras Teslyuk, Ihor Ihnatyev)....Pages 558-576 Recommendation Systems as an Information and Technology Tool for Virtual Research Teams (Nataliia Veretennikova, Nataliia Kunanets)....Pages 577-587 Analytical Model for Availability Assessment of IoT Service Data Transmission Subsystem (Bogdan Volochiy, Vitaliy Yakovyna, Oleksandr Mulyak)....Pages 588-600 Building Vector Autoregressive Models Using COMBI GMDH with Recurrent-and-Parallel Computations (Serhiy Yefimenko)....Pages 601-613 Adaptive Enhancement of Monochrome Images with Low Contrast and Non-uniform Illumination (Elena Yelmanova, Yuriy Romanyshyn)....Pages 614-630 Secure Routing in Reliable Networks: Proactive and Reactive Approach (Oleksandra Yeremenko, Oleksandr Lemeshko, Anatoliy Persikov)....Pages 631-655 Linguistic Comparison Quality Evaluation of Web-Site Content with Tourism Documentation Objects (Pavlo Zhezhnych, Oksana Markiv)....Pages 656-667 Back Matter ....Pages 669-670