Advances in Intelligent Systems and Computing

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

Editors: Chertov, O., Mylovanov, T., Kondratenko, Y., Kacprzyk, J., Kreinovich, V., Stefanuk, V. (Eds.)

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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
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eBook $169.00
price for USA in USD (gross)
  • ISBN 978-3-319-97885-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $219.99
price for USA in USD
  • ISBN 978-3-319-97884-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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 is dedicated 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.

Table of contents (37 chapters)

Table of contents (37 chapters)
  • Use of Symmetric Kernels for Convolutional Neural Networks

    Dudar, Viacheslav (et al.)

    Pages 3-10

  • Neural Network User Authentication by Geometry of the Auricle

    Akhmetov, Berik (et al.)

    Pages 11-19

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

    Tymchenko, Borys (et al.)

    Pages 20-29

  • Application of Neuro-Controller Models for Adaptive Control

    Smorodin, Viktor (et al.)

    Pages 30-38

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

    Vyklyuk, Yaroslav (et al.)

    Pages 39-49

Buy this book

eBook $169.00
price for USA in USD (gross)
  • ISBN 978-3-319-97885-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $219.99
price for USA in USD
  • ISBN 978-3-319-97884-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

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
Series Volume
836
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-319-97885-7
DOI
10.1007/978-3-319-97885-7
Softcover ISBN
978-3-319-97884-0
Series ISSN
2194-5357
Edition Number
1
Number of Pages
XVI, 384
Number of Illustrations
107 b/w illustrations
Topics