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Studies in Computational Intelligence

Intelligent Systems: Theory, Research and Innovation in Applications

Editors: Jardim-Goncalves, R., Sgurev, V., Jotsov, V., Kacprzyk, J. (Eds.)

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  • Presents a wide range of selected intelligent methods and systems, which have proved to be successful in theory and practice 
  • Includes fourteen successful examples of recent advances in the rapidly evolving area of intelligent systems 
  • Written by respected experts in the field 
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  • ISBN 978-3-030-38704-4
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About this book

From artificial neural net / game theory / semantic applications, to modeling tools, smart manufacturing systems, and data science research – this book offers a broad overview of modern intelligent methods and applications of machine learning, evolutionary computation, Industry 4.0 technologies, and autonomous agents leading to the Internet of Things and potentially a new technological revolution. Though chiefly intended for IT professionals, it will also help a broad range of users of future emerging technologies adapt to the new smart / intelligent wave. In separate chapters, the book highlights fourteen successful examples of recent advances in the rapidly evolving area of intelligent systems. Covering major European projects paving the way to a serious smart / intelligent collaboration, the chapters explore e.g. cyber-security issues, 3D digitization, aerial robots, and SMEs that have introduced cyber-physical production systems. Taken together, they offer unique insights into contemporary artificial intelligence and its potential for innovation.

Table of contents (15 chapters)

Table of contents (15 chapters)
  • Interpretable Convolutional Neural Networks Using a Rule-Based Framework for Classification

    Pages 1-24

    Xi, Zhen (et al.)

  • A Domain Specific ESA Method for Semantic Text Matching

    Pages 25-49

    Mazzola, Luca (et al.)

  • Smart Manufacturing Systems: A Game Theory based Approach

    Pages 51-69

    Schwung, Dorothea (et al.)

  • Ensembles of Cluster Validation Indices for Label Noise Filtering

    Pages 71-98

    Kohstall, Jan (et al.)

  • Interpretation, Modeling, and Visualization of Crowdsourced Road Condition Data

    Pages 99-119

    Sillberg, Pekka (et al.)

Buy this book

eBook $129.00
price for USA in USD (gross)
  • ISBN 978-3-030-38704-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $169.99
price for USA in USD
  • ISBN 978-3-030-38703-7
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Systems: Theory, Research and Innovation in Applications
Editors
  • Ricardo Jardim-Goncalves
  • Vassil Sgurev
  • Vladimir Jotsov
  • Janusz Kacprzyk
Series Title
Studies in Computational Intelligence
Series Volume
864
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-38704-4
DOI
10.1007/978-3-030-38704-4
Hardcover ISBN
978-3-030-38703-7
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XII, 363
Number of Illustrations
45 b/w illustrations, 108 illustrations in colour
Topics

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