Proceedings of the Third International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’18): Volume 1

Description

This book contains papers presented in the main track of IITI 2018, the Third International Scientific Conference on Intelligent Information Technologies for Industry held in Sochi, Russia on September 17–21. The conference was jointly co-organized by Rostov State Transport University (Russia) and VŠB – Technical University of Ostrava (Czech Republic) with the participation of Russian Association for Artificial Intelligence (RAAI). IITI 2018 was devoted to practical models and industrial applications related to intelligent information systems. It was considered as a meeting point for researchers and practitioners to enable the implementation of advanced information technologies into various industries. Nevertheless, some theoretical talks concerning the state-of-the-art in intelligent systems and soft computing were also included into proceedings. Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Connected Vehicle Prognostics Framework for Dynamic Systems (Omar Makke, Oleg Gusikhin)....Pages 3-15 Human-Computer Cloud for Decision Support: Main Ontological Models and Dynamic Resource Network Configuration (Alexander Smirnov, Tatiana Levashova, Nikolay Shilov, Andrew Ponomarev)....Pages 16-25 Enterprise Total Agentification as a Way to Industry 4.0: Forming Artificial Societies via Goal-Resource Networks (Valery B. Tarassov)....Pages 26-40 Front Matter ....Pages 41-41 Context-Dependent Guided Tours: Approach and Technological Framework (Alexander Smirnov, Nikolai Shilov, Oleg Gusikhin)....Pages 43-50 Retention to Describe Knowledge of Complex Character and Its Formalization in Category Theory (A. V. Zhozhikashvily, V. L. Stefanuk)....Pages 51-58 Proximity of Multi-attribute Objects in Multiset Metric Spaces (Alexey B. Petrovsky)....Pages 59-69 Evidence Theory for Complex Engineering System Analyses (Boris Palyukh, Vladimir Ivanov, Alexander Sotnikov)....Pages 70-79 Analysis of Software Development Process in Respect to Anomaly Detection (Denis Zavarzin, Tatyana Afanaseva)....Pages 80-88 A Model of Multiagent Information and Control System Distributed Data Storage (Eduard Melnik, Anna Klimenko)....Pages 89-98 Representation and Use of Knowledge for the Reconfiguration of the Mechanical Transport System (Stanislav Belyakov, Marina Savelyeva, Igor Rozenberg)....Pages 99-106 Synthesis of Adaptive Algorithms for Estimating the Parameters of Angular Position Based on the Combined Maximum Principle (Andrey Kostoglotov, Sergey Lazarenko, Anton Penkov, Igor Kirillov, Olga Manaenkova)....Pages 107-115 Synthesis of Intelligent Discrete Algorithms for Estimation with Model Adaptation Based on the Combined Maximum Principle (Andrey Kostoglotov, Sergey Lazarenko, Igor Pugachev, Alexey Yachmenov)....Pages 116-124 Front Matter ....Pages 125-125 The Approach to Extracting Semantic Trees from Texts to Build an Ontology from Wiki-Resources (Nadezhda Yarushkina, Aleksey Filippov, Vadim Moshkin, Ivan Dyakov)....Pages 127-137 Ontology-Based Semantic Models for Industrial IoT Components Representation (Nikolay Teslya, Igor Ryabchikov)....Pages 138-147 An Approach to Optimization of Ray-Tracing in Volume Visualization Based on Properties of Volume Elements (Nikolai Vitiska, Vladimir Selyankin, Nikita Gulyaev)....Pages 148-158 Discovering of Part-Whole Relations Used in Architectural Prototyping of Project Tasks (Petr Sosnin, Anna Kulikova)....Pages 159-170 Multi-level Ontological Model of Big Data Processing (Victoria V. Bova, Vladimir V. Kureichik, Sergey N. Scheglov, Liliya V. Kureichik)....Pages 171-181 Ontological Modeling for Industrial Enterprise Engineering (Alena V. Fedotova, Vadim V. Tabakov, Michael V. Ovsyannikov, Jens Bruening)....Pages 182-189 Designing the Knowledge Base for the Intelligent Inertial Regulator Based on Quasi-optimal Synthesis of Controls Using the Combined Maximum Principle (Andrey Kostoglotov, Sergey Lazarenko, Alexander Agapov, Zoya Lyaschenko, Irina Pavlova)....Pages 190-200 Front Matter ....Pages 201-201 Assessing the Software Developer’s Quality Using Fuzzy Estimates (Tatiana Afanasieva, Vlad Moiseev)....Pages 203-212 A Fuzzy Control Method for Priority Driven Embedded Device (Karolina Janosova, Michal Prauzek, Jaromir Konecny, Monika Borova, Martin Stankus)....Pages 213-222 Interpretability of Fuzzy Temporal Models (Alexander N. Shabelnikov, Sergey M. Kovalev, Andrey V. Sukhanov)....Pages 223-234 Control of the Cognitive Process in Hard Real-Time Environment in the Context of the Extended Stepping Theories of Active Logic (Michael Vinkov, Igor Fominykh, Sergey Romanchuk)....Pages 235-243 Method of the Maximum Dynamic Flow Finding in the Fuzzy Graph with Gains (Victor Kureichik, Evgeniya Gerasimenko)....Pages 244-253 Hybrid Bioinspired Algorithm of 1.5 Dimensional Bin-Packing (Boris K. Lebedev, Oleg B. Lebedev, Ekaterina O. Lebedeva)....Pages 254-262 Community Detection in Online Social Network Using Graph Embedding and Hierarchical Clustering (Vang Le, Vaclav Snasel)....Pages 263-272 Cognitive Visualization of Carbon Nanotubes Structures (Vadim A. Shakhnov, Lyudmila A. Zinchenko, Vadim V. Kazakov, Andrei A. Glushko, Vladimir V. Makarchuk, Elena V. Rezchikova)....Pages 273-279 Decision Making Model for Outsourcing by Analysis of Hierarchies of T. Saaty Under Fuzzy Environment (Natalia Egorova, Yana Sorokina)....Pages 280-289 Front Matter ....Pages 291-291 Forecasting of Results of Dynamic Interaction Between Space Debris and Spacecrafts on the Basis of Soft Computing Methods (Boris V. Paliukh, Valeriy K. Kemaykin, Yuliya G. Kozlova, I. V. Kozhukhin)....Pages 293-302 A Fuzzy Evaluation of Quality for Color Vision Disorders Diagnostic (Monika Borova, Jaromir Konecny, Michal Prauzek, Karolina Janosova)....Pages 303-312 Improving the Efficiency of Solution Search Systems Based on Precedents (Alexander Eremeev, Pavel Varshavskiy, Roman Alekhin)....Pages 313-320 Efficient Feature Selection Algorithm Based on Population Random Search with Adaptive Memory Strategies (Ilya Hodashinsky, Konstantin Sarin, Artyom Slezkin)....Pages 321-330 Applying Fuzzy Computing Methods for On-line Monitoring of New Generation Network Elements (Igor Kotenko, Igor Saenko, Sergey Ageev)....Pages 331-340 An Approach to Similar Software Projects Searching and Architecture Analysis Based on Artificial Intelligence Methods (Yarushkina Nadezhda, Guskov Gleb, Dudarin Pavel, Stuchebnikov Vladimir)....Pages 341-352 Analysis of the Dynamics of the Echo State Network Model Using Recurrence Plot (Emmanuel Sam, Sebastian Basterrech, Pavel Kromer)....Pages 353-361 Query Answering over Some Extensions of Allen’s Interval Logic (Gerald S. Plesniewicz)....Pages 362-372 Fuzzy Topological Approach to a Solid Control Task (Andrei Kostoglotov, Vladimir Taran, Vladimir Trofimenko)....Pages 373-381 Time Series Grouping Based on Fuzzy Sets and Fuzzy Sets Type 2 (Anton Romanov, Irina Perfilieva)....Pages 382-389 Using the Concept of Soft Computing to Solve the Problem of Electromagnetic Compatibility Control (Vladimir Taran, Aleksey Shandybin, Elena Boyko)....Pages 390-400 Generation of Efficient Cargo Operation Schedule at Seaport with the Use of Multiagent Technologies and Genetic Algorithms (Olga Vasileva, Vladimir Kiyaev)....Pages 401-409 Resource Managing Method for Parallel Computing Systems Using Fuzzy Data Preprocessing for Input Tasks Parameters (Anastasia Voitsitskaya, Alexader Fedulov, Yaroslav Fedulov)....Pages 410-419 Front Matter ....Pages 421-421 Post-processing of Numerical Forecasts Using Polynomial Networks with the Operational Calculus PDE Substitution (Ladislav Zjavka, Stanislav Mišák)....Pages 423-433 Visibility Loss Detection for Video Camera Using Deep Convolutional Neural Networks (Alexey Ivanov, Dmitry Yudin)....Pages 434-443 Neural Network Control Interface of the Speaker Dependent Computer System «Deep Interactive Voice Assistant DIVA» to Help People with Speech Impairments (Tatiana Khorosheva, Marina Novoseltseva, Nazim Geidarov, Nikolay Krivosheev, Sergey Chernenko)....Pages 444-452 Hierarchical Reinforcement Learning with Options and United Neural Network Approximation (Vadim Kuzmin, Aleksandr I. Panov)....Pages 453-462 New Approaches to Discrete Modeling of Natural Neural Networks (Oleg Kuznetsov, Ludmila Zhilyakova, Nikolay Bazenkov, Boris Boldyshev, Sergey Kulivets)....Pages 463-472 Meta-Optimization of Mind Evolutionary Computation Algorithm Using Design of Experiments (Maxim Sakharov, Anatoly Karpenko)....Pages 473-482 An Interpreter of a Human Emotional State Based on a Neural-Like Hierarchical Structure (Konstantin V. Sidorov, Natalya N. Filatova, Pavel D. Shemaev)....Pages 483-492 A Vessel’s Dead Reckoning Position Estimation by Using of Neural Networks (Victor V. Deryabin, Anatoly E. Sazonov)....Pages 493-502 Evaluation of Neural Network Output Results Reliability in Pattern Recognition (Daniil V. Marshakov, Vasily V. Galushka, Vladimir A. Fathi, Denis V. Fathi)....Pages 503-510 A Neural-Like Hierarchical Structure in the Problem of Automatic Generation of Hypotheses of Rules for Classifying the Objects Specified by Sets of Fuzzy Features (Konstantin V. Sidorov, Natalya N. Filatova, Pavel D. Shemaev)....Pages 511-523 Back Matter ....Pages 525-527