Proceedings of the Second International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’17): Volume 1 (Advances in Intelligent Systems and Computing Book 679)

"This volume of Advances in Intelligent Systems and Computing highlights key scientific achievements and innovations in all areas of automation, informatization, computer science, and artificial intelligence. It gathers papers presented at the IITI 2017, the Second International Conference on Intelligent Information Technologies for Industry, which was held in Varna, Bulgaria on September 14?16, 2017. The conference was jointly co-organized by Technical University of Varna (Bulgaria), Technical University of Sofia (Bulgaria), VSB Technical University of Ostrava (Czech Republic) and Rostov State Transport University (Russia). The IITI 2017 brought together international researchers and industrial practitioners interested in the development and implementation of modern technologies for automation, informatization, computer science, artificial intelligence, transport and power electrical engineering. In addition to advancing both fundamental research and innovative applications, the conference is intended to establish a new dissemination platform and an international network of researchers in these fields" -- Proporcionat per l'editor Front Matter ....Pages i-xvi Front Matter ....Pages 1-1 Synergetic Artificial Intelligence and Social Robotics (Valery E. Karpov, Valery B. Tarassov)....Pages 3-15 Application of Intelligent Data Analysis Methods for Information Security Problems (Vadim Vagin, Sergey Antipov, Marina Fomina, Oleg Morosin)....Pages 16-25 Cognitive Generator to Interpret Fuzzy Values (Vadim L. Stefanuk)....Pages 26-33 An Approach to Sensitivity Analysis of Inference Equations in Algebraic Bayesian Networks (Andrey A. Zolotin, Ekaterina A. Malchevskaya, Alexander L. Tulupyev, Alexander V. Sirotkin)....Pages 34-42 Front Matter ....Pages 43-43 Wind Speed NWP Local Revisions Using a Polynomial Decomposition of the General Partial Differential Equation (Ladislav Zjavka, Václav Snášel)....Pages 45-55 Overall Design of the SLADE Data Acquisition System (Todor Ganchev, Valentina Markova, Ivelin Lefterov, Yasen Kalinin)....Pages 56-65 Improving the Accuracy of SVM Algorithm in Classification Problems with PCA Method (Jasmina Novakovic, Alempije Veljovic, Sinisa S. Ilic, Vladimir Veljovic)....Pages 66-73 Methods and Program Tools Based on Prediction and Reinforcement Learning for the Intelligent Decision Support Systems of Real-Time (A. P. Eremeev, A. A. Kozhukhov)....Pages 74-83 Practical Application of the Original Method for Artificial Neural Network’s Training (Alexander N. Tsurikov, Alexander N. Guda)....Pages 84-93 Intellectual Subsystems for Collecting Information from the Internet to Create Knowledge Bases for Self-Learning Systems (E. A. Leonov, Yu. A. Leonov, Yu. M. Kazakov, L. B. Filippova)....Pages 94-103 Comparison of Authentication Methods on Web Resources (Antonina Komarova, Alexander Menshchikov, Alexander Negols, Anatoly Korobeynikov, Yurij Gatchin, Nina Tishukova)....Pages 104-113 Dynamic Models of Self-organization Through Mass Behavior in Society (Boris Sokolov, Dmitry Verzilin, Tatiana Maximova, Irina Sokolova)....Pages 114-123 Analysis and Control of Hybrid Diagrammatical Workflows (Alexander Afanasyev, Nikolay Voit, Oksana Timofeeva, Vyacheslav Epifanov)....Pages 124-133 Analysis of Design-Technology Workflows in the Conditions of Large Enterprise (Alexander Afanasyev, Nikolay Voit, Maria Ukhanova, Irina Ionova)....Pages 134-140 Neural Remodelling of Objects with Variable Structures (P. V. Saraev, S. L. Blyumin, A. V. Galkin, A. S. Sysoev)....Pages 141-149 Combined Maximum Principle as the Basis of Intellectualization of Control Systems for a Suspension of Vehicles (Andrey Kostoglotov, Sergey Lazarenko, Igor Derabkin, Oksana Kuznetcova, Alexey Yachmenov)....Pages 150-155 Front Matter ....Pages 157-157 Ontological Support of Design Thinking in Developments of Software Intensive Systems (P. Sosnin, A. Pushkareva, V. Negoda)....Pages 159-168 Towards Intelligent Measurement in Railcar On-Line Monitoring: From Measurement Ontologies to Hybrid Information Granulation System (Sergey M. Kovalev, Valery B. Tarassov, Alexander I. Dolgiy, Igor D. Dolgiy, Maria N. Koroleva, Agop E. Khatlamadzhiyan)....Pages 169-181 Calculation of the Function Objects as the Systems Formal Theory Basis (Sergey Igorevich Matorin, Aleksander Gennadievich Zhikharev)....Pages 182-191 Step Theories of Active Logic and Extended Logical Programs (Igor Fominykh, Michael Vinkov)....Pages 192-201 Front Matter ....Pages 203-203 Algorithms of Sequential Pattern Generation with Noise using Stochastic and Fuzzy Models (Maria A. Butakova, Andrey V. Chernov, Alexander N. Guda)....Pages 205-214 Fuzzy Adaptive Routing in Multi-service Computer Networks under Cyber Attack Implementation (Igor Kotenko, Igor Saenko, Sergey Ageev)....Pages 215-225 About Transformations of a Numerical Time Series Using a Linguistic Variable (Tatyana Afanasieva, Yriy Egorov, Nikolay Savinov)....Pages 226-233 Adaptive Approach for Anomaly Detection in Temporal Data Based on Immune Double-Plasticity Principle (Sergey M. Kovalev, Andrey V. Sukhanov, Maya V. Sukhanova, Sergey V. Sokolov)....Pages 234-243 Prediction Properties of Attractors Based on Their Fuzzy Trend (Natalya N. Filatova, Konstantin V. Sidorov, Pavel D. Shemaev)....Pages 244-253 Partial Discharge Pattern Classification Based on Fuzzy Signatures (Michal Prilepok, Tomas Vantuch)....Pages 254-264 An Examination of an Entropy Based Features on Partial Discharge Pattern (Tomas Vantuch, Marek Lampart, Michal Prilepok)....Pages 265-275 The Hybrid Model of the Weakly Formalized Dynamic Process Based on the Fuzzy Production System (Alexey Lyashchenko, Vladimir Ruban, Zoya Lyashchenko)....Pages 276-285 Application of Fuzzy Asymmetric GARCH-Models to Forecasting of Volatility of Russian Stock Market (Alexander Lepskiy, Artem Suevalov)....Pages 286-294 An Approach to Fuzzy Hierarchical Clustering of Short Text Fragments Based on Fuzzy Graph Clustering (Pavel V. Dudarin, Nadezhda G. Yarushkina)....Pages 295-304 Comparative Analysis of the Inference Methods Based on the Fuzzy Truth Value for the MISO-Structure Systems (Vasiliy G. Sinuk, Vladimir M. Polyakov)....Pages 305-311 Optimal Allocation Centers in Second Kind Fuzzy Graphs with the Greatest Base Degree (Alexander Bozhenyuk, Stanislav Belyakov, Margarita Knyazeva, Igor Rozenberg)....Pages 312-321 Fuzzy Control Laws in the Basis of Solutions of Synthesis Problems of the Combined Maximum Principle (Andrey Kostoglotov, Sergey Lazarenko, Igor Deryabkin, Alexander Kuzin, Igor Pugachev, Olga Manaenkova)....Pages 322-329 A Fuzzy Propositional Logic with Temporal Intervals (Gerald S. Plesniewicz)....Pages 330-338 Front Matter ....Pages 339-339 Bacterial Foraging Optimization for VLSI Fragments Placement (Dmitry Zaporozhets, Daria Zaruba)....Pages 341-348 Hybrid Approach for VLSI Fragments Placement (Liliya Kureichik, Vladimir Kureichik Jr., Vladimir Kureichik, Dmitrii Leschanov, Daria Zaruba)....Pages 349-358 An Optimization Algorithm for Simulating Smart-Grid Means for Distribution Grid Balancing (Nikolay Nikolaev, Stanislav Yordanov, Rosen Vasilev)....Pages 359-369 Specifying Optimal Maintenance Factor in Internal Lighting Applications (Vultchan Gueorgiev)....Pages 370-378 Use of Irregular Exact Measurements in a Problem of an Adaptive Filtration (Marianna V. Polyakova, Aleksandra A. Bayandurova, Sergey V. Sokolov)....Pages 379-387 VLSI Planning Based on the Ant Colony Method (Boris K. Lebedev, Oleg B. Lebedev, Ekaterina O. Lebedeva, Andrey I. Kostyuk)....Pages 388-397 A New Way of Decomposing Search Domain in a Global Optimization Problem (Maxim Sakharov, Anatoly Karpenko)....Pages 398-407 Front Matter ....Pages 409-409 Neural Sensorless Control of Induction Motor (Emil Y. Marinov, Zhivko S. Zhekov)....Pages 411-418 FPGA Implementation of the Locally Recurrent Probabilistic Neural Network (Nikolay Dukov, Todor Ganchev, Dimitar Kovachev)....Pages 419-428 Approach to the Construction of a Systemic Concept (Y. Rogozov)....Pages 429-438 Front Matter ....Pages 439-439 Approach to Identifying of Employees Profiles in Websites of Social Networks Aimed to Analyze Social Engineering Vulnerabilities (Nikita Shindarev, Georgiy Bagretsov, Maksim Abramov, Tatiana Tulupyeva, Alena Suvorova)....Pages 441-447 Analysis of Suitability of Five Statistical Methods Applied for the Validation of a Monte Carlo X-Ray Based Software Packages (Neli Kalcheva, Anna Zagorska, Nikolay Dukov, Kristina Bliznakova)....Pages 448-456 Optimization of the Monte Carlo Raytracing Settings for LED Luminaires Photometric Analysis (Plamen Tsankov, Milko Yovchev)....Pages 457-467 Modeling of Marketing Processes Using Markov Decision Process Approach (Ondřej Grunt, Jan Plucar, Markéta Štáková, Tomáš Janečko, Ivan Zelinka)....Pages 468-476 Front Matter ....Pages 477-477 Event Recognition on Images by Fine-Tuning of Deep Neural Networks (Dmitry Yudin, Bassel Zeno)....Pages 479-487 Artificial Neural Network for Identification of Signals with Superposed Noises (Ivelina Balabanova, Georgi Georgiev, Stela Kostadinova)....Pages 488-495 New Approach to Steganography Detection via Steganalysis Framework (Jakub Hendrych, Radim Kunčický, Lačezar Ličev)....Pages 496-503 Evaluation of Cepstral Coefficients as Features in EEG-Based Recognition of Emotional States (Firgan Feradov, Iosif Mporas, Todor Ganchev)....Pages 504-511 Electrical Impedance Distribution in Human Torax: A Modeling Framework (Radek Hrabuska, Veronika Cedivodova, Michal Prauzek, Jakub Hlavica, Jaromir Konecny)....Pages 512-519 Automated Sound Generation by Image Color Spectrum with Harmony Creation Based on User Ratings (N. A. Nikitin, V. L. Rozaliev, Yu. A. Orlova, A. V. Zaboleeva-Zotova)....Pages 520-525 Transformation of Elements of Geoinformation Models in the Synthesis of Solutions (Stanislav Belyakov, Marina Belyakova, Alexander Bozhenyuk, Igor Rozenberg)....Pages 526-535 Pipes Localization Method Based on Fuzzy Hough Transform (Egor Pugin, Arkady Zhiznyakov, Alexei Zakharov)....Pages 536-544 Back Matter ....Pages 545-547