Communications in Computer and Information Science

Data Stream Mining & Processing

Third International Conference, DSMP 2020, Lviv, Ukraine, August 21–25, 2020, Proceedings

Editors: Babichev, Sergii, Peleshko, Dmytro, Vynokurova, Olena (Eds.)

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  • ISBN 978-3-030-61656-4
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About this book

This book constitutes the proceedings of the third International Conference on Data Stream and Mining and Processing, DSMP 2020, held in Lviv, Ukraine*, in August 2020.

The 36 full papers presented in this volume were carefully reviewed and selected from 134 submissions. The papers are organized in topical sections of ​hybrid systems of computational intelligence; machine vision and pattern recognition; dynamic data mining & data stream mining; big data & data science using intelligent approaches.

*The conference was held virtually due to the COVID-19 pandemic.

Table of contents (36 chapters)

Table of contents (36 chapters)
  • On-Line Relaxation Versus Off-Line Spectral Algorithm in the Learning of Polynomial Neural Units

    Pages 3-21

    Kotsovsky, Vladyslav (et al.)

  • The Principles of Organizing the Search for an Object in an Image, Tracking an Object and the Selection of Informative Features Based on the Visual Perception of a Person

    Pages 22-44

    Boyun, Vitaliy

  • Software and Algorithmic Support for Finite-Element Analysis of Anisotropic Heat-and-Mass Transfer Using Parallel and Cloud Technologies

    Pages 45-61

    Sokolovskyy, Yaroslav (et al.)

  • Hybrid Deep Convolutional Neural Network with Multimodal Fusion

    Pages 62-78

    Vynokurova, Olena (et al.)

  • Modeling and Forecasting of Innovative, Scientific and Technical Activity Indicators Under Unstable Economic Situation in the Country: Case of Ukraine

    Pages 79-97

    Halkiv, Liubov (et al.)

Buy this book

eBook $84.99
price for USA in USD
  • ISBN 978-3-030-61656-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase Institutional customers should get in touch with their account manager
Softcover $109.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Data Stream Mining & Processing
Book Subtitle
Third International Conference, DSMP 2020, Lviv, Ukraine, August 21–25, 2020, Proceedings
Editors
  • Sergii Babichev
  • Dmytro Peleshko
  • Olena Vynokurova
Series Title
Communications in Computer and Information Science
Series Volume
1158
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-61656-4
DOI
10.1007/978-3-030-61656-4
Softcover ISBN
978-3-030-61655-7
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XIV, 560
Number of Illustrations
95 b/w illustrations
Topics