Proceedings of the Fourth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’19)

"This book gathers papers presented in the main track of IITI 2019, the Fourth International Scientific Conference on Intelligent Information Technologies for Industry, held in Ostrava-Prague, Czech Republic on December 2-7, 2019. The conference was jointly organized by Rostov State Transport University (Russia) and VŠB - Technical University of Ostrava (Czech Republic) with the participation of the Russian Association for Artificial Intelligence (RAAI). IITI 2019 was devoted to practical models and industrial applications of intelligent information systems. Though chiefly intended to promote the implementation of advanced information technologies in various industries, topics such as the state of the art in intelligent systems and soft computing were also discussed."-- prové de l'editor Front Matter ....Pages i-xvii Front Matter ....Pages 1-1 Adaptive Diagnosis Model of Dempster-Shafer Based on Recurrent Neural-Fuzzy Network (Alexaner N. Shabelnikov, Sergey M. Kovalev, Andrey V. Sukhanov)....Pages 3-11 The Method of Clearing Printed and Handwritten Texts from Noise (S. Chernenko, S. Lychko, M. Kovalkova, Y. Esina, V. Timofeev, K. Varshamov et al.)....Pages 12-19 Interval Signs Enlargement Algorithm in the Classification Problem of Biomedical Signals (Konstantin V. Sidorov, Natalya N. Filatova)....Pages 20-29 Age and Gender Recognition on Imbalanced Dataset of Face Images with Deep Learning (Dmitry Yudin, Maksim Shchendrygin, Alexandr Dolzhenko)....Pages 30-40 A Complex Approach to the Data Labeling Efficiency Improvement (E. V. Melnik, A. B. Klimenko)....Pages 41-50 Automation of Musical Compositions Synthesis Process Based on Neural Networks (Nikita Nikitin, Vladimir Rozaliev, Yulia Orlova, Alla Zaboleeva-Zotova)....Pages 51-59 Convolutional Neural Network Application for Analysis of Fundus Images (Nataly Yu. Ilyasova, Aleksandr S. Shirokanev, Ilya Klimov, Rustam A. Paringer)....Pages 60-67 Approximation Methods for Monte Carlo Tree Search (Kirill Aksenov, Aleksandr I. Panov)....Pages 68-74 Labor Intensity Evaluation Technique in Software Development Process Based on Neural Networks (Pavel V. Dudarin, Vadim G. Tronin, Kirill V. Svatov, Vladimir A. Belov, Roman A. Shakurov)....Pages 75-84 An Analysis of Convolutional Neural Network for Fashion Images Classification (Fashion-MNIST) (Khatereh Meshkini, Jan Platos, Hassan Ghassemain)....Pages 85-95 Front Matter ....Pages 97-97 Implementation of the Real-Time Intelligent System Based on the Integration Approach (A. P. Eremeev, A. A. Kozhukhov, A. E. Gerasimova)....Pages 99-108 Agent-Based Situational Modeling and Identification Technological Systems in Conditions of Uncertainty (Marina Nikitina, Yuri Ivashkin)....Pages 109-119 Features of Data Warehouse Support Based on a Search Agent and an Evolutionary Model for Innovation Information Selection (Vladimir K. Ivanov, Boris V. Palyukh, Alexander N. Sotnikov)....Pages 120-130 Multi-Agent System of Knowledge Representation and Processing (Evgeniy I. Zaytsev, Rustam F. Khalabiya, Irina V. Stepanova, Lyudmila V. Bunina)....Pages 131-141 The Technique of Data Analysis Tasks Distribution in the Fog-Computing Environment (E. V. Melnik, V. V. Klimenko, A. B. Klimenko, V. V. Korobkin)....Pages 142-151 Front Matter ....Pages 153-153 Model of the Operating Device with a Tunable Structure for the Implementation of the Accelerated Deductive Inference Method (Vasily Yu. Meltsov, Dmitry A. Strabykin, Alexey S. Kuvaev)....Pages 155-164 A Model Checking Based Approach for Verification of Attribute-Based Access Control Policies in Cloud Infrastructures (Igor Kotenko, Igor Saenko, Dmitry Levshun)....Pages 165-175 Detection of Anomalous Situations in an Unforeseen Increase in the Duration of Inference Step of the Agent in Hard Real Time (Michael Vinkov, Igor Fominykh, Nikolay Alekseev)....Pages 176-183 Front Matter ....Pages 185-185 Protection System for a Group of Robots Based on the Detection of Anomalous Behavior (Alexander Basan, Elena Basan, Oleg Makarevich)....Pages 187-197 Employees’ Social Graph Analysis: A Model of Detection the Most Criticality Trajectories of the Social Engineering Attack’s Spread (A. Khlobystova, M. Abramov, A. Tulupyev)....Pages 198-205 An Approach to Quantification of Relationship Types Between Users Based on the Frequency of Combinations of Non-numeric Evaluations (A. Khlobystova, A. Korepanova, A. Maksimov, T. Tulupyeva)....Pages 206-213 Algebraic Bayesian Networks: Parallel Algorithms for Maintaining Local Consistency (Nikita A. Kharitonov, Anatolii G. Maksimov, Alexander L. Tulupyev)....Pages 214-222 Front Matter ....Pages 223-223 Development of an Intelligent Decision Support System for Electrical Equipment Diagnostics at Industrial Facilities (Anna E. Kolodenkova, Svetlana S. Vereshchagina, Evgenia R. Muntyan)....Pages 225-233 Methodology and Technologies of the Complex Objects Proactive Intellectual Situational Management and Control in Emergencies (B. Sokolov, A. Pavlov, S. Potriasaev, V. Zakharov)....Pages 234-243 Rules for the Selection of Descriptions of Components of a Digital Passport Similar to the Production Objects (Julia V. Donetskaya, Yuriy A. Gatchin)....Pages 244-251 High Performance Clustering Techniques: A Survey (Ilias K. Savvas, Christos Michos, Andrey Chernov, Maria Butakova)....Pages 252-259 An Intelligent Data Warehouse Approach for Handling Shape-Shifting Constructions (Georgia Garani, Ilias K. Savvas, Andrey V. Chernov, Maria A. Butakova)....Pages 260-269 Effect of Resonance in the Effective Control Model Based on the Spread of Influence on Directed Weighted Signed Graphs (Alexander Tselykh, Vladislav Vasilev, Larisa Tselykh)....Pages 270-280 Basic Approaches to Creating Automated Design and Control Systems in a Machine-Building Industry (Georgy Burdo)....Pages 281-288 Principles of Organization of the Strategies of Content-Based Analysis of Aerospace Images (Denis R. Kasimov, Valeriy N. Kuchuganov, Aleksandr V. Kuchuganov)....Pages 289-299 Parametrization of Functions in Multiattribute Utility Model According to Decision Maker’ Preferences (Stanislav V. Mikoni, Dmitry P. Burakov)....Pages 300-308 Translation of Cryptographic Protocols Description from Alice-Bob Format to CAS+ Specification Language (Liudmila Babenko, Ilya Pisarev)....Pages 309-318 Approach to Conceptual Modeling National Scientific and Technological Potential (Alexey B. Petrovsky, Gennadiy I. Shepelev)....Pages 319-329 The Intelligent Technology of Integrated Expert Systems Construction: Specifics of the Ontological Approach Usage (Galina V. Rybina, Elena S. Fontalina, Ilya A. Sorokin)....Pages 330-340 Experiment Planning Method for Selecting Machine Learning Algorithm Parameters (Maria Tutova, Marina Fomina, Oleg Morosin, Vadim Vagin)....Pages 341-351 Logical Approaches to Anomaly Detection in Industrial Dynamic Processes (Vera V. Ilicheva, Alexandr N. Guda, Petr S. Shevchuk)....Pages 352-361 The Problem of Updating Adjustable Parameters of a Grain Harvester in Intelligent Information Systems (Valery Dimitrov, Lyudmila Borisova, Inna Nurutdinova)....Pages 362-371 The Development the Knowledge Base of the Question-Answer System Using the Syntagmatic Patterns Method (Nadezhda Yarushkina, Aleksey Filippov, Vadim Moshkin)....Pages 372-383 Clustering on the Basis of a Divisive Approach by the Method of Alternative Adaptation (Gennady E. Veselov, Boris K. Lebedev, Oleg B. Lebedev)....Pages 384-392 Matrix-Like Representation of Production Rules in AI Planning Problems (Alexander Zuenko, Yurii Oleynik, Sergey Yakovlev, Aleksey Shemyakin)....Pages 393-402 LP Structures Theory Application to Building Intelligent Refactoring Systems (Sergey Makhortov, Aleksandr Nogikh)....Pages 403-411 Hybrid Approach for Bots Detection in Social Networks Based on Topological, Textual and Statistical Features (Lidia Vitkova, Igor Kotenko, Maxim Kolomeets, Olga Tushkanova, Andrey Chechulin)....Pages 412-421 Absolute Secrecy Asymptotic for Generalized Splitting Method (V. L. Stefanuk, A. H. Alhussain)....Pages 422-431 Simulation of a Daytime-Based Q-Learning Control Strategy for Environmental Harvesting WSN Nodes (Jaromir Konecny, Michal Prauzek, Jakub Hlavica, Jakub Novak, Petr Musilek)....Pages 432-441 Front Matter ....Pages 443-443 Adaptive Time Series Prediction Model Based on a Smoothing P-spline (Elena Kochegurova, Ivan Khozhaev, Elizaveta Repina)....Pages 445-455 Improving the Safety System of Tube Furnaces Using Genetic Algorithms (M. G. Bashirov, N. N. Luneva, A. M. Khafizov, D. G. Churagulov, K. A. Kryshko)....Pages 456-464 Integrated Approach to the Solution of Computer-Aided Design Problems (L. A. Gladkov, N. V. Gladkova, D. Y. Gusev, N. S. Semushina)....Pages 465-475 Mind Evolutionary Computation Co-algorithm for Optimizing Optical Systems (Maxim Sakharov, Thomas Houllier, Thierry Lépine)....Pages 476-486 Coverage with Sets Based on the Integration of Swarm Intelligence and Genetic Evolution (Boris K. Lebedev, Oleg B. Lebedev, Artemiy A. Zhiglaty)....Pages 487-496 Front Matter ....Pages 497-497 Development of a Diagnostic Data Fusion Model of the Electrical Equipment at Industrial Enterprises (Anna E. Kolodenkova, Elena A. Khalikova, Svetlana S. Vereshchagina)....Pages 499-506 Temporal Reachability in Fuzzy Graphs for Geographic Information Systems (Alexander Bozhenyuk, Stanislav Belyakov, Margarita Knyazeva, Vitalii Bozheniuk)....Pages 507-516 Improving Quality of Seaport’s Work Schedule: Using Aggregated Indices Randomization Method (Vasileva Olga, Kiyaev Vladimir, Azarov Artur)....Pages 517-522 Assessment of the Information System’s Protection Degree from Social Engineering Attack Action of Malefactor While Changing the Characteristics of User’s Profiles: Numerical Experiments (Artur Azarov, Alena Suvorova, Maria Koroleva, Olga Vasileva, Tatiana Tulupyeva)....Pages 523-530 Method for Synthesis of Intelligent Controls Based on Fuzzy Logic and Analysis of Behavior of Dynamic Measures on Switching Hypersurface (Andrey A. Kostoglotov, Alexander A. Agapov, Sergey V. Lazarenko)....Pages 531-540 Synthesis of Multi-model Algorithms for Intelligent Estimation of Motion Parameters Under Conditions of Uncertainty Using Condition of Generalized Power Function Maximum and Fuzzy Logic (Andrey A. Kostoglotov, Igor V. Pugachev, Anton S. Penkov, Sergey V. Lazarenko)....Pages 541-547 Biotechnical System for the Study of Processes of Increasing Cognitive Activity Through Emotional Stimulation (Natalya Filatova, Natalya Bodrina, Konstantin Sidorov, Pavel Shemaev, Gennady Vinogradov)....Pages 548-558 The Methodology of Descriptive Analysis of Multidimensional Data Based on Combining of Intelligent Technologies (T. Afanasieva, A. Shutov, E. Efremova, E. Bekhtina)....Pages 559-569 Front Matter ....Pages 571-571 Method for Achieving the Super Resolution of Photosensitive Matrices (Aleksey Grishentsev, Artem Elsukov, Anatoliy Korobeynikov, Sergey Arustamov)....Pages 573-580 The Information Entropy of Large Technical Systems in Process Adoption of Management Decisions (Yury Polishchuk)....Pages 581-588 Analytical Decision of Adaptive Estimation Task for Measurement Noise Covariance Matrix Based on Irregular Certain Observations (Sergey V. Sokolov, Andrey V. Sukhanov, Elena G. Chub, Alexander A. Manin)....Pages 589-596 Analytical Analogies Calculus (Nikolay N. Lyabakh, Yakov M. Gibner)....Pages 597-606 Case-Based Reasoning Tools for Identification of Acoustic-Emission Monitoring Signals of Complex Technical Objects (Alexander Eremeev, Pavel Varshavskiy, Anton Kozhevnikov)....Pages 607-615 Railway Sorting Robotics (A. N. Shabelnikov)....Pages 616-622 Procedural Generation of Virtual Space (Vladimir Polyakov, Aleksandr Mezhenin)....Pages 623-632 High-Speed Induction Motor State Observer Based on an Extended Kalman Filter (Pavel G. Kolpakhchyan, Alexander E. Kochin, Boris N. Lobov, Margarita S. Podbereznaya, Alexey R. Shaikhiev)....Pages 633-644 Development of an Industrial Internet of Things Ontologies System (Alena V. Fedotova, Kai Lindow, Alexander Norbach)....Pages 645-654 Segmentation of CAPTCHA Using Corner Detection and Clustering (Yujia Sun, Jan Platoš)....Pages 655-666 Using the Linked Data for Building of the Production Capacity Planning System of the Aircraft Factory (Nadezhda Yarushkina, Anton Romanov, Aleksey Filippov)....Pages 667-677 Method for Recognizing Anthropogenic Particles in Complex Background Environments (B. V. Paliukh, I. I. Zykov)....Pages 678-687 Technology and Mathematical Basis of Digital Twin Creation in Railway Infrastructure (Alexander. N. Shabelnikov, Ivan. A. Olgeyzer)....Pages 688-695 Early Age Education on Artificial Intelligence: Methods and Tools (Feng Liu, Pavel Kromer)....Pages 696-706 Back Matter ....Pages 707-709