Proceedings Of The First International Scientific Conference ?intelligent Information Technologies For Industry? (iiti?16): Volume 1 (advances In Intelligent Systems And Computing)

This volume of Advances in Intelligent Systems and Computing contains papers presented in the main track of IITI 2016, the First International Conference on Intelligent Information Technologies for Industry held in May 16-21 in Sochi, Russia. 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) and Russian Association for Fuzzy Systems and Soft Computing (RAFSSC). The volume is devoted to practical models and industrial applications related to intelligent information systems. The conference has been 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 are included in the proceedings as well. Front Matter ....Pages i-xv Front Matter ....Pages 1-1 Cognitive Reasoning Framework: Possibilities, Problems, Prospects (Oleg Anshakov, Tamás Gergely)....Pages 3-13 A Survey of Current Challenges in Manufacturing Industry and Preparation for Industry 4.0 (Ateeq Khan, Klaus Turowski)....Pages 15-26 A Comparison of Stochastic and Fuzzy Orderings (Alexander Lepskiy)....Pages 27-37 Front Matter ....Pages 39-39 Time Series Forecasting Using Combination of Exponential Models and Fuzzy Techniques (T. Afanasieva, N. Yarushkina, D. Zavarzin, G. Guskov, A. Romanov)....Pages 41-50 Time Series Knowledge Mining Based on Temporal Network Model (Sergey Kovalev, Andrey Sukhanov, Alexey Averkin, Sergey Yarushev)....Pages 51-61 Methods and Algorithms of Anomaly Searching in Collections of Time Series (Marina Fomina, Sergey Antipov, Vadim Vagin)....Pages 63-73 Web-Based System for Enterprise Performance Analysis on the Basis of Time Series Data Mining (I. G. Perfilieva, N. G. Yarushkina, T. V. Afanasieva, A. A. Romanov)....Pages 75-86 Feature Selection Using Semi Discrete Decomposition and Singular Value Decompositions (Intisar Hussien, Sara Omer, Nour E. Oweis, Václav Snášel)....Pages 87-97 Feature Selection by Principle Component Analysis for Mining Frequent Association Rules (Tayseer M. F. Taha, Eltayeb Shomo, Nour E. Oweis, Vaclav Snasel)....Pages 99-109 Time Series Forecasting Based on Hybrid Neural Networks and Multiple Regression (Alexey Averkin, Sergey Yarushev, Igor Dolgy, Andrey Sukhanov)....Pages 111-121 Power Load Daily-Similarity and Time-Series Prediction Using the Selective Differential Polynomial Network (Ladislav Zjavka, Václav Snášel)....Pages 123-134 An EEG Classification Approach Based on Intrinsic Signal Properties and Wavelets (Petr Gajdoš, Pavel Dohnálek, Michal Čerbák, Jitka Mohylová)....Pages 135-145 Fuzzy c-Means Algorithm in Automatic Classification of EEG (Jitka Mohylova, Vladimir Krajca, Hana Schaabova, Vaclava Sedlmajerova, Svojmil Petranek, Tomas Novak)....Pages 147-156 Front Matter ....Pages 157-157 Implementation of the Argumentation System Based on Defeasible Reasoning Theory (Andrew Derevyanko, Oleg Morosin, Vadim Vagin)....Pages 159-170 Paraconsistency of Argumentation Semantics for Stepping Theories of Active Logic (Igor Fominykh, Michael Vinkov)....Pages 171-180 Query Answering Over Ontologies in the Extended Allen’s Interval Logic (Gerald S. Plesniewicz)....Pages 181-189 Logical-Algebraic Methods in Constructing Cognitive Sensors for Railway Infrastructure Intelligent Monitoring System (Maria N. Svyatkina, Valery B. Tarassov, Alexander I. Dolgiy)....Pages 191-206 Case-Based Reasoning Module for Intelligent Decision Support Systems (Alexander Eremeev, Pavel Varshavskiy, Roman Alekhin)....Pages 207-216 Automatic Document Classification Based on J.S. Mill’s Ideas (Nicolay Lyfenko)....Pages 217-225 The Analysis of Diagrammatic Models of Workflows in Design of the Complex Automated Systems (Alexander Afanasyev, Nikolay Voit, Rinat Gaynullin)....Pages 227-236 Front Matter ....Pages 237-237 Integration and Processing of Problem-Oriented Knowledge Based on Evolutionary Procedures (Victoria Bova, Dmitry Zaporozhets, Vladimir Kureichik)....Pages 239-249 Design Intelligent Lifecycle Management Systems Based on Applying of Semantic Technologies (Alena V. Fedotova, Irina T. Davydenko, Anne Pförtner)....Pages 251-260 Application of Swarm Intelligence for Domain Ontology Alignment (Alexandra Semenova, Viktor Kureychik)....Pages 261-270 Mathematical Models of Learning Materials Estimation Based on Subject Ontology (M. A. Shpak, E. V. Smirnova, A. P. Karpenko, A. V. Proletarsky)....Pages 271-276 Hybridization of Fuzzy Inference and Self-learning Fuzzy Ontology-Based Semantic Data Analysis (Nadezhda Yarushkina, Vadim Moshkin, Ilya Andreev, Victor Klein, Ekaterina Beksaeva)....Pages 277-285 Models for Supporting of Problem-Oriented Knowledge Search and Processing (Yury Kravchenko, Ilona Kursitys, Victoria Bova)....Pages 287-295 A New Approach for Software Development in Terms of Problem-Oriented Knowledge Search and Processing (Andrey Lezhebokov, Bogdan Shkalenko, Elmar Kuliev)....Pages 297-306 The Concept of Construction Methodology Notion for Intelligent Systems (Yuri Rogozov)....Pages 307-316 The Model of Subject-Oriented Storage of Concepts Sense for Configurable Information Systems (S. Kucherov, Y. Rogozov, A. Sviridov)....Pages 317-327 Front Matter ....Pages 329-329 Coloring Method of Fuzzy Temporal Graph with the Greatest Separation Degree (Alexander Bozhenyuk, Stanislav Belyakov, Igor Rozenberg)....Pages 331-338 Temporal Coloured Petri Nets as a Tool for Modelling of Complex Dynamic Systems (Alexander P. Eremeev, Yury I. Korolev)....Pages 339-348 Fuzzy Graphs Clustering with Quality Relation Functionals in Cognitive Models (Alexander Tselykh, Vladislav Vasilev, Larisa Tselykh)....Pages 349-360 Context-Based Trip Planning in Infomobility System for Public Transport (Alexander Smirnov, Nikolay Teslya, Nikolay Shilov, Alexey Kashevnik)....Pages 361-371 Processing of Qualitative Data (Vadim L. Stefanuk)....Pages 373-383 An Approach to the Fuzzy Inference in Logical-Type Systems with Many Inputs (Vasiliy G. Sinuk, Maxim V. Panchenko)....Pages 385-393 New Fuzzy Truth Value Based Inference Methods for Non-singleton MISO Rule-Based Systems (Vasily G. Sinuk, Vladimir M. Polyakov, Dmitry A. Kutsenko)....Pages 395-405 Front Matter ....Pages 407-407 Feature Selection Using a Genetic Algorithm for Solar Power Prediction (Sebastián Basterrech, Václav Snášel)....Pages 409-419 Hybrid Intelligent Approach to Solving the Problem of Service Data Queues (L. A. Gladkov, N. V. Gladkova, S. N. Leiba)....Pages 421-431 Artificial Bee Colony Algorithm—A Novel Tool for VLSI Placement (Daria Zaruba, Dmitry Zaporozhets, Vladimir Kureichik)....Pages 433-442 Mechanisms of Adaptive Ant Colony Behavior in Placement Problem (Boris K. Lebedev, Oleg B. Lebedev, Tatiana Y. Kudryakova)....Pages 443-450 Multiagent Self-Organizing Interval Bacterial Colony Evolution Optimization Algorithm (Andrei Panteleev, Valentin Panovskiy)....Pages 451-461 Effectiveness Evaluation of Memetics and Biogeography Algorithms Using Benchmark and Trans Computational Tasks of Combinatorial Optimization (S. I. Rodzin, O. N. Rodzina)....Pages 463-473 Performance Investigation of Mind Evolutionary Computation Algorithm and Some of Its Modifications (Maxim Sakharov, Anatoly Karpenko)....Pages 475-486 Three Types of Differential Evolution Applied to the Facility Location Problem (Pavel Krömer, Jan Platoš, Václav Snášel)....Pages 487-499 Back Matter ....Pages 501-502 This volume of Advances in Intelligent Systems and Computing contains papers presented in the main track of IITI 2016, the First International Conference on Intelligent Information Technologies for Industry held in May 16-21 in Sochi, Russia. The conference was jointly co-organized by Rostov State Transport University (Russia) and VÅ B â#x80;#x93; Technical University of Ostrava (Czech Republic) with the participation of Russian Association for Artificial Intelligence (RAAI) and Russian Association for Fuzzy Systems and Soft Computing (RAFSSC). The volume is devoted to practical models and industrial applications related to intelligent information systems. The conference has been 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 are included in the proceedings as well Annotation This volume of Advances in Intelligent Systems and Computing contains papers presented in the main track of IITI 2016, the First International Conference on Intelligent Information Technologies for Industry held in May 16-21 in Sochi, Russia. The conference was jointly co-organized by Rostov State Transport University (Russia) and V B Technical University of Ostrava (Czech Republic) with the participation of Russian Association for Artificial Intelligence (RAAI) and Russian Association for Fuzzy Systems and Soft Computing (RAFSSC). The volume is devoted to practical models and industrial applications related to intelligent information systems. The conference has been 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 are included in the proceedings as well." These two volumes of Advances in Intelligent Systems and Computing contains papers presented in the main track of IITI 2016, the First International Conference on Intelligent Information Technologies for Industry held in May 16-21 in Sochi, Russia. The conference was jointly co-organized by Rostov State Transport University (Russia) and V B Technical University of Ostrava (Czech Republic) with the participation of Russian Association for Artificial Intelligence (RAAI) and Russian Association for Fuzzy Systems and Soft Computing (RAFSSC). These volumes are devoted to practical models and industrial applications related to intelligent information systems. The conference has been 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 are included in the proceedings as well."