Recent developments in data science and intelligent analysis of information : proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4--7, 2018, Kyiv, Ukraine

This book constitutes the proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information (ICDSIAI'2018), held in Kiev, Ukraine on June 4-7, 2018. The conference series, which dates back to 2001 when it was known as the Workshop on Intelligent Analysis of Information, was renamed in 2008 to reflect the broadening of its scope and the composition of its organizers and participants. ICDSIAI'2018 brought together a large number of participants from numerous countries in Europe, Asia and the USA. The papers presented addressed novel theoretical developments in methods, algorithms and implementations for the broadly perceived areas of big data mining and intelligent analysis of data and information, representation and processing of uncertainty and fuzziness, including contributions on a range of applications in the fields of decision-making and decision support, economics, education, ecology, law, and various areas of technology. The book is dedicated to the memory of the conference founder, the late Professor Tetiana Taran, an outstanding scientist in the field of artificial intelligence whose research record, vision and personality have greatly contributed to the development of Ukrainian artificial intelligence and computer science. Front Matter ....Pages i-xvi Front Matter ....Pages 1-1 Use of Symmetric Kernels for Convolutional Neural Networks (Viacheslav Dudar, Vladimir Semenov)....Pages 3-10 Neural Network User Authentication by Geometry of the Auricle (Berik Akhmetov, Ihor Tereikovskyi, Liudmyla Tereikovska, Asselkhan Adranova)....Pages 11-19 Race from Pixels: Evolving Neural Network Controller for Vision-Based Car Driving (Borys Tymchenko, Svitlana Antoshchuk)....Pages 20-29 Application of Neuro-Controller Models for Adaptive Control (Viktor Smorodin, Vladislav Prokhorenko)....Pages 30-38 Forecasting of Forest Fires in Portugal Using Parallel Calculations and Machine Learning (Yaroslav Vyklyuk, Milan M. Radovanović, Volodymyr Pasichnyk, Nataliia Kunanets, Sydor Petro)....Pages 39-49 A New Non-Euclidean Proximal Method for Equilibrium Problems (Lyubov Chabak, Vladimir Semenov, Yana Vedel)....Pages 50-58 Front Matter ....Pages 59-59 Perceptual Computing Based Method for Assessing Functional State of Aviation Enterprise Employees (Dan Tavrov, Olena Temnikova, Volodymyr Temnikov)....Pages 61-70 Multi-criteria Decision Making and Soft Computing for the Selection of Specialized IoT Platform (Yuriy Kondratenko, Galyna Kondratenko, Ievgen Sidenko)....Pages 71-80 How Intelligence Community Interprets Imprecise Evaluative Linguistic Expressions, and How to Justify this Empirical-Based Interpretation (Olga Kosheleva, Vladik Kreinovich)....Pages 81-89 How to Explain Empirical Distribution of Software Defects by Severity (Francisco Zapata, Olga Kosheleva, Vladik Kreinovich)....Pages 90-99 Front Matter ....Pages 101-101 Tobacco Spending in Georgia: Machine Learning Approach (Maksym Obrizan, Karine Torosyan, Norberto Pignatti)....Pages 103-114 Explaining Wages in Ukraine: Experience or Education? (Valentyna Sinichenko, Anton Shmihel, Ivan Zhuk)....Pages 115-124 On the Nash Equilibrium in Stochastic Games of Capital Accumulation on a Graph (Ruslan Chornei)....Pages 125-133 Indoor and Outdoor Air Quality Monitoring on the Base of Intelligent Sensors for Smart City (Andrii Shelestov, Leonid Sumilo, Mykola Lavreniuk, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko et al.)....Pages 134-145 Assessment of Sustainable Development Goals Achieving with Use of NEXUS Approach in the Framework of GEOEssential ERA-PLANET Project (Nataliia Kussul, Mykola Lavreniuk, Leonid Sumilo, Andrii Kolotii, Olena Rakoid, Bohdan Yailymov et al.)....Pages 146-155 An Efficient Remote Disaster Management Technique Using IoT for Expeditious Medical Supplies to Affected Area: An Architectural Study and Implementation (Vidyadhar Aski, Sanjana Raghavendra, Akhilesh K. Sharma)....Pages 156-166 Front Matter ....Pages 167-167 Method of Activity of Ontology-Based Intelligent Agent for Evaluating Initial Stages of the Software Lifecycle (Tetiana Hovorushchenko, Olga Pavlova)....Pages 169-178 Ontological Representation of Legal Information and an Idea of Crowdsourcing for Its Filling (Anatolii Getman, Volodymyr Karasiuk, Yevhen Hetman, Oleg Shynkarov)....Pages 179-188 Methods for Automated Generation of Scripts Hierarchies from Examples and Diagnosis of Behavior (Viktoriia Ruvinskaya, Alexandra Moldavskaya)....Pages 189-198 Development of the Mathematical Model of the Informational Resource of a Distance Learning System (Vyacheslav Shebanin, Igor Atamanyuk, Yuriy Kondratenko, Yuriy Volosyuk)....Pages 199-205 Use of Information Technologies to Improve Access to Information in E-Learning Systems (Tetiana Hryhorova, Oleksandr Moskalenko)....Pages 206-215 Multi-agent Approach Towards Creating an Adaptive Learning Environment (Maksim Korovin, Nikolay Borgest)....Pages 216-224 Front Matter ....Pages 225-225 Usage of Decision Support Systems in Information Operations Recognition (Oleh Andriichuk, Dmitry Lande, Anastasiya Hraivoronska)....Pages 227-237 How Click-Fraud Shapes Traffic: A Case Study (Dmytro Pavlov, Oleg Chertov)....Pages 238-248 The Model of Words Cumulative Influence in a Text (Dmytro Lande, Andrei Snarskii, Dmytro Manko)....Pages 249-256 Mathematical and Computer Models of Message Distribution in Social Networks Based on the Space Modification of Fermi-Pasta-Ulam Approach (Andriy Bomba, Natalija Kunanets, Volodymyr Pasichnyk, Yuriy Turbal)....Pages 257-266 Social Network Structure as a Predictor of Social Behavior: The Case of Protest in the 2016 US Presidential Election (Molly Renaud, Rostyslav Korolov, David Mendonça, William Wallace)....Pages 267-278 Internet Data Analysis for Evaluation of Optimal Location of New Facilities (Liubov Oleshchenko, Daria Bilohub, Vasyl Yurchyshyn)....Pages 279-291 Front Matter ....Pages 293-293 Algebra of Clusterizable Relations (Boris Kulik, Alexander Fridman)....Pages 295-304 Constructive Proofs of Heterogeneous Equalities in Cubical Type Theory (Maksym Sokhatskyi, Pavlo Maslianko)....Pages 305-318 Improved Method of Determining the Alternative Set of Numbers in Residue Number System (Victor Krasnobayev, Alexandr Kuznetsov, Sergey Koshman, Sergey Moroz)....Pages 319-328 Method of an Optimal Nonlinear Extrapolation of a Noisy Random Sequence on the Basis of the Apparatus of Canonical Expansions (Igor Atamanyuk, Vyacheslav Shebanin, Yuriy Kondratenko, Valerii Havrysh, Yuriy Volosyuk)....Pages 329-337 Regularization of Hidden Markov Models Embedded into Reproducing Kernel Hilbert Space (Galyna Kriukova, Mykola Glybovets)....Pages 338-347 Application of Probabilistic-Algebraic Simulation for the Processing and Analysis of Large Amounts of Data (Viktor Smorodin, Elena Sukach)....Pages 348-357 Multiblock ADMM with Nesterov Acceleration (Vladyslav Hryhorenko, Dmitry Klyushin)....Pages 358-364 Input Information in the Approximate Calculation of Two-Dimensional Integral from Highly Oscillating Functions (Irregular Case) (Oleg M. Lytvyn, Olesia Nechuiviter, Iulia Pershyna, Vitaliy Mezhuyev)....Pages 365-373 A New Approach to Data Compression (Oleh M. Lytvyn, Oleh O. Lytvyn)....Pages 374-381 Back Matter ....Pages 383-384