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Recent Developments in Data Science and Intelligent Analysis of Information

Proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4–7, 2018, Kyiv, Ukraine

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Oleg Chertov

    1. Applied Mathematics Department, Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine

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  2. Tymofiy Mylovanov

    1. Department of Economics, University of Pittsburgh, Pittsburgh, USA

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  3. Yuriy Kondratenko

    1. Department of Intelligent Information Systems, Petro Mohyla Black Sea National University, Mykolaiv, Ukraine

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  4. Janusz Kacprzyk

    1. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

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  5. Vladik Kreinovich

    1. Department of Computer Science, University of Texas at El Paso, El Paso, USA

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  6. Vadim Stefanuk

    1. Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia

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  • Offers cutting-edge research and new perspectives in data science and intelligent analysis of information
  • Presents the outcomes of the XVIII International Conference on Data Science and Intelligent Analysis of Information (ICDSIAI'2018), held in Kiev, Ukraine, from June 4th to 7th, 2018
  • Is dedicated to the memory of Prof. Tetiana Taran, who was the founder of the first conference that took place in 2001, and devoted her efforts and passion to the conference until her untimely passing 2007

Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 836)

Included in the following conference series:

Conference proceedings info: ICDSIAI 2018.

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Table of contents (37 papers)

  1. Front Matter

    Pages i-xvi
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  2. Machine Learning: Novel Methods and Applications

    1. Front Matter

      Pages 1-1
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    2. Use of Symmetric Kernels for Convolutional Neural Networks

      • Viacheslav Dudar, Vladimir Semenov
      Pages 3-10

    3. Neural Network User Authentication by Geometry of the Auricle

      • Berik Akhmetov, Ihor Tereikovskyi, Liudmyla Tereikovska, Asselkhan Adranova
      Pages 11-19

    4. Race from Pixels: Evolving Neural Network Controller for Vision-Based Car Driving

      • Borys Tymchenko, Svitlana Antoshchuk
      Pages 20-29

    5. Application of Neuro-Controller Models for Adaptive Control

      • Viktor Smorodin, Vladislav Prokhorenko
      Pages 30-38

    6. Forecasting of Forest Fires in Portugal Using Parallel Calculations and Machine Learning

      • Yaroslav Vyklyuk, Milan M. Radovanović, Volodymyr Pasichnyk, Nataliia Kunanets, Sydor Petro
      Pages 39-49

    7. A New Non-Euclidean Proximal Method for Equilibrium Problems

      • Lyubov Chabak, Vladimir Semenov, Yana Vedel
      Pages 50-58

  3. Data Analysis Using Fuzzy Mathematics, Soft Computing, Computing with Words

    1. Front Matter

      Pages 59-59
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    2. Perceptual Computing Based Method for Assessing Functional State of Aviation Enterprise Employees

      • Dan Tavrov, Olena Temnikova, Volodymyr Temnikov
      Pages 61-70

    3. Multi-criteria Decision Making and Soft Computing for the Selection of Specialized IoT Platform

      • Yuriy Kondratenko, Galyna Kondratenko, Ievgen Sidenko
      Pages 71-80

    4. How Intelligence Community Interprets Imprecise Evaluative Linguistic Expressions, and How to Justify this Empirical-Based Interpretation

      • Olga Kosheleva, Vladik Kreinovich
      Pages 81-89

    5. How to Explain Empirical Distribution of Software Defects by Severity

      • Francisco Zapata, Olga Kosheleva, Vladik Kreinovich
      Pages 90-99

  4. Applications of Data Science to Economics. Applied Data Science Systems

    1. Front Matter

      Pages 101-101
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    2. Tobacco Spending in Georgia: Machine Learning Approach

      • Maksym Obrizan, Karine Torosyan, Norberto Pignatti
      Pages 103-114

    3. Explaining Wages in Ukraine: Experience or Education?

      • Valentyna Sinichenko, Anton Shmihel, Ivan Zhuk
      Pages 115-124

    4. On the Nash Equilibrium in Stochastic Games of Capital Accumulation on a Graph

      • Ruslan Chornei
      Pages 125-133

    5. Indoor and Outdoor Air Quality Monitoring on the Base of Intelligent Sensors for Smart City

      • Andrii Shelestov, Leonid Sumilo, Mykola Lavreniuk, Vladimir Vasiliev, Tatyana Bulanaya, Igor Gomilko et al.
      Pages 134-145

    6. Assessment of Sustainable Development Goals Achieving with Use of NEXUS Approach in the Framework of GEOEssential ERA-PLANET Project

      • Nataliia Kussul, Mykola Lavreniuk, Leonid Sumilo, Andrii Kolotii, Olena Rakoid, Bohdan Yailymov et al.
      Pages 146-155

    7. An Efficient Remote Disaster Management Technique Using IoT for Expeditious Medical Supplies to Affected Area: An Architectural Study and Implementation

      • Vidyadhar Aski, Sanjana Raghavendra, Akhilesh K. Sharma
      Pages 156-166
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  1. Recent Developments in Data Science and Intelligent Analysis of Information

Keywords

About this book

This book constitutes the proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information (ICDSIAI'2018), held in Kiev, Ukraine on June 4-7, 2018. The conference series, which dates back to 2001 when it was known as the Workshop on Intelligent Analysis of Information, was renamed in 2008 to reflect the broadening of its scope and the composition of its organizers and participants. ICDSIAI'2018 brought together a large number of participants from numerous countries in Europe, Asia and the USA. The papers presented addressed novel theoretical developments in methods, algorithms and implementations for the broadly perceived areas of big data mining and intelligent analysis of data and information, representation and processing of uncertainty and fuzziness, including contributions on a range of applications in the fields of decision-making and decision support, economics, education, ecology, law, and various areas of technology.

The book isdedicated to the memory of the conference founder, the late Professor Tetiana Taran, an outstanding scientist in the field of artificial intelligence whose research record, vision and personality have greatly contributed to the development of Ukrainian artificial intelligence and computer science.

Editors and Affiliations

  • Applied Mathematics Department, Igor Sikorsky Kyiv Polytechnic Institute, Kyiv, Ukraine

    Oleg Chertov

  • Department of Economics, University of Pittsburgh, Pittsburgh, USA

    Tymofiy Mylovanov

  • Department of Intelligent Information Systems, Petro Mohyla Black Sea National University, Mykolaiv, Ukraine

    Yuriy Kondratenko

  • Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

  • Department of Computer Science, University of Texas at El Paso, El Paso, USA

    Vladik Kreinovich

  • Institute for Information Transmission Problems, Russian Academy of Sciences, Moscow, Russia

    Vadim Stefanuk

Bibliographic Information

  • Book Title: Recent Developments in Data Science and Intelligent Analysis of Information

  • Book Subtitle: Proceedings of the XVIII International Conference on Data Science and Intelligent Analysis of Information, June 4–7, 2018, Kyiv, Ukraine

  • Editors: Oleg Chertov, Tymofiy Mylovanov, Yuriy Kondratenko, Janusz Kacprzyk, Vladik Kreinovich, Vadim Stefanuk

  • Series Title: Advances in Intelligent Systems and Computing

  • DOI: https://doi.org/10.1007/978-3-319-97885-7

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-319-97884-0Published: 05 August 2018

  • eBook ISBN: 978-3-319-97885-7Published: 04 August 2018

  • Series ISSN: 2194-5357

  • Series E-ISSN: 2194-5365

  • Edition Number: 1

  • Number of Pages: XVI, 384

  • Number of Illustrations: 107 b/w illustrations

  • Topics: Computational Intelligence, Artificial Intelligence

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