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Lecture Notes in Artificial Intelligence

Advances in Soft Computing

16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Enseneda, Mexico, October 23-28, 2017, Proceedings, Part I

Editors: Castro, Félix, Miranda-Jiménez, Sabino, González-Mendoza, Miguel (Eds.)

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About this book

The two-volume set LNAI 10632 and 10633 constitutes the proceedings of the 16th Mexican International Conference on Artificial Intelligence, MICAI 2017, held in Enseneda, Mexico, in October 2017. 
The total of 60 papers presented in these two volumes was carefully reviewed and selected from 203 submissions.

The contributions were organized in the following topical sections: 
Part I: neural networks; evolutionary algorithms and optimization; hybrid intelligent systems and fuzzy logic; and machine learning and data mining.
Part II: natural language processing and social networks; intelligent tutoring systems and educational applications; and image processing and pattern recognition.

Table of contents (29 chapters)

Table of contents (29 chapters)
  • Versatility of Artificial Hydrocarbon Networks for Supervised Learning

    Ponce, Hiram (et al.)

    Pages 3-16

  • Human Activity Recognition on Mobile Devices Using Artificial Hydrocarbon Networks

    Ponce, Hiram (et al.)

    Pages 17-29

  • Road Perspective Depth Reconstruction from Single Images Using Reduce-Refine-Upsample CNNs

    Valdez-Rodríguez, José E. (et al.)

    Pages 30-40

  • Fast Learning for Accurate Object Recognition Using a Pre-trained Deep Neural Network

    Lobato-Ríos, Víctor (et al.)

    Pages 41-53

  • Introducing a Classification Model Based on SVM for Network Intrusion Detection

    Dastfal, Ghodratolah (et al.)

    Pages 54-66

Buy this book

eBook n/a
  • ISBN 978-3-030-02837-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
Softcover n/a
  • ISBN 978-3-030-02836-7
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Soft Computing
Book Subtitle
16th Mexican International Conference on Artificial Intelligence, MICAI 2017, Enseneda, Mexico, October 23-28, 2017, Proceedings, Part I
Editors
  • Félix Castro
  • Sabino Miranda-Jiménez
  • Miguel González-Mendoza
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10632
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-02837-4
DOI
10.1007/978-3-030-02837-4
Softcover ISBN
978-3-030-02836-7
Edition Number
1
Number of Pages
XXV, 367
Number of Illustrations
44 b/w illustrations, 65 illustrations in colour
Topics