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Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16)

Volume 1

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Ajith Abraham

    1. Sci N/w for Innova and Research Exc, Machine Intelligence Research 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. Václav Snášel

    1. Institute of Mathematics, VŠB-Technical University of Ostrava, Ostrava, Czech Republic

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  • Proceedings of the International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16)held between May 16 and 21, 2016, at Rostov-on-Don – Sochi, Russia
  • Recent Research in Intelligent Information Technologies for industry
  • Brings together international advanced experience in the field of the development and implementation of modern techniques in automation, information and artificial intelligence in fundamental and applied sciences
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 450)

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Table of contents (44 papers)

  1. Front Matter

    Pages i-xv
    Download chapter PDF

  2. Invited Papers

    1. Front Matter

      Pages 1-1
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    2. Cognitive Reasoning Framework: Possibilities, Problems, Prospects

      • Oleg Anshakov, Tamás Gergely
      Pages 3-13

    3. A Survey of Current Challenges in Manufacturing Industry and Preparation for Industry 4.0

      • Ateeq Khan, Klaus Turowski
      Pages 15-26

    4. A Comparison of Stochastic and Fuzzy Orderings

      • Alexander Lepskiy
      Pages 27-37

  3. Data Mining and Knowledge Discovery in Intelligent Information and Control Systems

    1. Front Matter

      Pages 39-39
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    2. Time Series Forecasting Using Combination of Exponential Models and Fuzzy Techniques

      • T. Afanasieva, N. Yarushkina, D. Zavarzin, G. Guskov, A. Romanov
      Pages 41-50

    3. Time Series Knowledge Mining Based on Temporal Network Model

      • Sergey Kovalev, Andrey Sukhanov, Alexey Averkin, Sergey Yarushev
      Pages 51-61

    4. Methods and Algorithms of Anomaly Searching in Collections of Time Series

      • Marina Fomina, Sergey Antipov, Vadim Vagin
      Pages 63-73

    5. 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

    6. Feature Selection Using Semi Discrete Decomposition and Singular Value Decompositions

      • Intisar Hussien, Sara Omer, Nour E. Oweis, Václav Snášel
      Pages 87-97

    7. 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

    8. Time Series Forecasting Based on Hybrid Neural Networks and Multiple Regression

      • Alexey Averkin, Sergey Yarushev, Igor Dolgy, Andrey Sukhanov
      Pages 111-121

    9. Power Load Daily-Similarity and Time-Series Prediction Using the Selective Differential Polynomial Network

      • Ladislav Zjavka, Václav Snášel
      Pages 123-134

    10. An EEG Classification Approach Based on Intrinsic Signal Properties and Wavelets

      • Petr Gajdoš, Pavel Dohnálek, Michal Čerbák, Jitka Mohylová
      Pages 135-145

    11. Fuzzy c-Means Algorithm in Automatic Classification of EEG

      • Jitka Mohylova, Vladimir Krajca, Hana Schaabova, Vaclava Sedlmajerova, Svojmil Petranek, Tomas Novak
      Pages 147-156

  4. Logical-Algebraic Methods and Reasoning Models for Intelligent Systems: Theory and Applications

    1. Front Matter

      Pages 157-157
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    2. Implementation of the Argumentation System Based on Defeasible Reasoning Theory

      • Andrew Derevyanko, Oleg Morosin, Vadim Vagin
      Pages 159-170

    3. Paraconsistency of Argumentation Semantics for Stepping Theories of Active Logic

      • Igor Fominykh, Michael Vinkov
      Pages 171-180

    4. Query Answering Over Ontologies in the Extended Allen’s Interval Logic

      • Gerald S. Plesniewicz
      Pages 181-189
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Keywords

About this book

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.

Editors and Affiliations

  • Sci N/w for Innova and Research Exc, Machine Intelligence Research Labs, Auburn, USA

    Ajith Abraham

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

    Sergey Kovalev

  • Bauman Moscow State Technical University, Moscow, Russia

    Valery Tarassov

  • Institute of Mathematics, VŠB-Technical University of Ostrava, Ostrava, Czech Republic

    Václav Snášel

Bibliographic Information

  • Book Title: Proceedings of the First International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’16)

  • Book Subtitle: Volume 1

  • Editors: Ajith Abraham, Sergey Kovalev, Valery Tarassov, Václav Snášel

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-33609-1

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing Switzerland 2016

  • Softcover ISBN: 978-3-319-33608-4Published: 24 April 2016

  • eBook ISBN: 978-3-319-33609-1Published: 10 May 2016

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XV, 502

  • Number of Illustrations: 87 b/w illustrations, 54 illustrations in colour

  • Topics: Computational Intelligence, Robotics and Automation, Artificial Intelligence

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