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

1. Front Matter

   Pages i-xv

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2. Probabilistic Models, Algebraic Bayesian Networks and Information Protection

   1. Front Matter

      Pages 1-1

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   2. Computer-Aided Event Tree Synthesis on the Basis of Case-Based Reasoning

      • Aleksandr F. Berman, Olga A. Nikolaychuk, Aleksandr Yu. Yurin

      Pages 3-12

   3. Security of Information Processes in Supply Chains

      • Yury Iskanderov, Mikhail Pautov

      Pages 13-22

   4. External Consistency Maintenance Algorithm for Chain and Stellate Structures of Algebraic Bayesian Networks: Statistical Experiments for Running Time Analysis

      • Nikita Kharitonov, Ekaterina Malchevskaia, Andrey Zolotin, Maksim Abramov

      Pages 23-30

   5. Perspectives of Fast Clustering Techniques

      • Ilias K. Savvas, Georgia Garani

      Pages 31-40

   6. Impact of Security Aspects at the IOTA Protocol

      • Tomáš Janečko, Ivan Zelinka

      Pages 41-48

   7. Cryptographic Protocol Security Verification of the Electronic Voting System Based on Blinded Intermediaries

      • Liudmila Babenko, Ilya Pisarev

      Pages 49-57

   8. Learning Bayesian Network Structure for Risky Behavior Modelling

      • Alena Suvorova, Alexander Tulupyev

      Pages 58-65

   9. On Continuous User Authentication via Hidden Free-Text Based Monitoring

      • Elena Kochegurova, Elena Luneva, Ekaterina Gorokhova

      Pages 66-75

   10. Synthesis and Learning of Socially Significant Behavior Model with Hidden Variables

       • Aleksandra V. Toropova, Tatiana V. Tulupyeva

       Pages 76-84

   11. Adaptation of the Nonlinear Stochastic Filter on the Basis of Irregular Exact Measurements

       • Marianna V. Polyakova, Sergey V. Sokolov, Anna E. Kolodenkova

       Pages 85-91

3. Pattern Recognition and Emotion Modeling

   1. Front Matter

      Pages 93-93

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   2. Visual Analysis of Information Dissemination Channels in Social Network for Protection Against Inappropriate Content

      • Anton Pronoza, Lidia Vitkova, Andrey Chechulin, Igor Kotenko

      Pages 95-105

   3. The Problem of the Anomaly Detection in Time Series Collections for Dynamic Objects

      • S. G. Antipov, V. N. Vagin, O. L. Morosin, M. V. Fomina

      Pages 106-117

   4. Prediction and Detection of User Emotions Based on Neuro-Fuzzy Neural Networks in Social Networks

      • Giovanni Pilato, Sergey A. Yarushev, Alexey N. Averkin

      Pages 118-125

   5. Deep Learning in Vehicle Pose Recognition on Two-Dimensional Images

      • Dmitry Yudin, Ekaterina Kapustina

      Pages 126-137

   6. Feature Extraction of High-Frequency Patterns with the a Priori Unknown Parameters in Noised Electrograms Using Spectral Entropy

      • Nikolay E. Kirilenko, Igor V. Shcherban’, Andrey A. Kostoglotov

      Pages 138-147

   7. Results of Using Neural Networks to Automatically Creation Musical Compositions Based on Color Image

      • Vladimir Rozaliev, Nikita Nikitin, Yulia Orlova, Alla Zaboleeva-Zotova

      Pages 148-157

4. Hybrid Expert Systems and Intelligent Decision Support Systems in Design and Engineering

   1. Front Matter

      Pages 159-159

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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.

• Intelligent Systems
• Intelligent Techniques and Algorithms
• CAD/CAM/CIM
• Artificial Intelligence
• Knowledge Engineering
• IITI
• IITI 2018

• Scientific Network for Innovation and Research Excellence, Machine Intelligence Research Labs (MIR Labs), Auburn, USA

  Ajith Abraham

• Rostov State Transport University, Rostov-on-Don, Russia

  Sergey Kovalev, Andrey Sukhanov

• Bauman Moscow State Technical University, Moscow, Russia

  Valery Tarassov

• VSB-Technical University of Ostrava, Ostrava, Czech Republic

  Vaclav Snasel

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