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Creativity in Intelligent Technologies and Data Science

Third Conference, CIT&DS 2019, Volgograd, Russia, September 16–19, 2019, Proceedings, Part I

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Alla G. Kravets

    1. CAD & Research Department, Volgograd State Technical University, Volgograd, Russia

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  2. Peter P. Groumpos

    1. Electrical and Computer Engineering, University of Patras, Rion, Patras, Greece

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  3. Maxim Shcherbakov

    1. Volgograd State Technical University, Volgograd, Russia

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  4. Marina Kultsova

    1. Volgograd State Technical University, Volgograd, Russia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1083)

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Conference proceedings info: CIT&DS 2019.

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About this book

This two-volume set constitutes the proceedings of the Third Conference on Creativity in Intellectual Technologies and Data Science, CIT&DS 2019, held in Volgograd, Russia, in September 2019.

The 67 full papers, 1 short paper and 3 keynote papers presented were carefully reviewed and selected from 231 submissions. The papers are organized in topical sections in the two volumes. Part I: cyber-physical systems and Big Data-driven world. Part II: artificial intelligence and deep learning technologies for creative tasks; intelligent technologies in social engineering.

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Keywords

Table of contents (34 papers)

  1. Front Matter

    Pages i-xviii
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  3. Cyber-Physical Systems and Big Data-Driven World. Pro-active Modeling in Intelligent Decision Making Support

    1. Front Matter

      Pages 47-47
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    2. A New Approach to Reduce Time Consumption of Data Quality Assessment in the Field of Energy Consumption

      • Alexander Sokolov, Maxim V. Shcherbakov, Anton Tyukov, Timur Janovsky
      Pages 49-62

    3. Decision Support System for the Socio-Economic Development of the Northern Part of the Volga-Akhtuba Floodplain (Russia)

      • Inessa I. Isaeva, Alexander A. Voronin, Alexander V. Khoperskov, Konstantin E. Dubinko, Anna Yu. Klikunova
      Pages 63-77

    4. Modeling and Optimization of Proactive Management of the Production Pollutions in the Conditions of Information Asymmetry

      • Aleksey F. Rogachev, Maksim S. Lukashin
      Pages 78-88

    5. Making a Choice of Resulting Estimates of Characteristics with Multiple Options of Their Evaluation

      • Georgi A. Popov, Irina Yu. Kvyatkovskaya, Olga I. Zholobova, Anastasia E. Kvyatkovskaya, Elena V. Chertina
      Pages 89-104

    6. Adaptive Analysis of Merchant Big Data

      • Oleg Surnin, Mariia Sigova, Pavel Sitnikov, Anton Ivaschenko, Anastasia Stolbova
      Pages 105-117

    7. Big Data in the Stochastic Model of the Passengers Flow at the Megalopolis Transport System Stops

      • Elena Krushel, Ilya Stepanchenko, Alexander Panfilov, Elena Berisheva
      Pages 118-132

    8. Building a Company’s Maturity Management Trajectory Based on the Methods of Optimal Control of Letov-Kalman

      • Mikhail Dorrer
      Pages 133-142

    9. Networkalization of Network–Unlike Entities: How to Preserve Encoded Information

      • Olga Berestneva, Olga Marukhina, Alessandra Rossodivita, Alexei Tikhomirov, Andrey Trufanov
      Pages 143-151

    10. HR Decision-Making Support Based on Natural Language Processing

      • Anton Ivaschenko, Michael Milutkin
      Pages 152-161

    11. The Algorithm for the Classification of Methods for Processing Multidimensional Heterogeneous Data in Application to Designing of Oil Fields Development

      • Alena A. Zakharova, Stepan G. Nebaba, Dmitry A. Zavyalov
      Pages 162-174

    12. Detection of the Patterns in the Daily Route Choices of the Urban Social Transport System Clients Based on the Decoupling of Passengers’ Preferences Between the Levels of Uncertainty

      • Elena Krushel, Ilya Stepanchenko, Alexander Panfilov, Tatyana Lyutaya
      Pages 175-188

    13. Analysis a Short-Term Time Series of Crop Sales Based on Machine Learning Methods

      • Mohammed A. Al-Gunaid, Maxim V. Shcherbakov, Vladislav N. Trubitsin, Alexandr M. Shumkin, Kirill Y. Dereguzov
      Pages 189-200

    14. A Multifactor Small Business Management Model

      • Andrey N. Vazhdaev, Artur A. Mitsel
      Pages 201-217

    15. Tourism Cluster Enterprises Departments’ Resource Management Based on Mobile Technologies

      • Alla G. Kravets, Aleksandr O. Morozov, Konstantin S. Zadiran, Gais Al-Merri, Ekaterina Trishkina
      Pages 218-229
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Other volumes

  1. Creativity in Intelligent Technologies and Data Science

  2. Creativity in Intelligent Technologies and Data Science

Editors and Affiliations

  • CAD & Research Department, Volgograd State Technical University, Volgograd, Russia

    Alla G. Kravets

  • Electrical and Computer Engineering, University of Patras, Rion, Patras, Greece

    Peter P. Groumpos

  • Volgograd State Technical University, Volgograd, Russia

    Maxim Shcherbakov, Marina Kultsova

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