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

Volume 2

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Ajith Abraham

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

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  2. Sergey Kovalev

    1. Rostov State Transport University, Rostov-on-Don, Russia

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  3. Valery Tarassov

    1. Bauman Moscow State Technical University, Moscow, Russia

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  4. Vaclav Snasel

    1. VSB-Technical University of Ostrava, Ostrava, Czech Republic

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  5. Andrey Sukhanov

    1. Rostov State Transport University, Rostov-on-Don, Russia

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  • Presents key advances in Intelligent Information Technologies for Industry
  • Includes the proceedings of the IITI 2017 – the Second International Scientific Conference “Intelligent Information Technologies for Industry,” which took place in Varna, Bulgaria on September 14–16, 2017
  • Written by prominent experts in the field

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 875)

Included in the following conference series:

Conference proceedings info: IITI'18 2018.

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Table of contents (46 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  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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Other volumes

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

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

Keywords

About this book

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.

Editors and Affiliations

  • 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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