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Communications in Computer and Information Science

Applications of Computational Intelligence

First IEEE Colombian Conference, ColCACI 2018, Medellín, Colombia, May 16-18, 2018, Revised Selected Papers

Editors: Alvaro David, Orjuela-Cañon, Figueroa-García, Juan Carlos, Arias-Londoño, Julián David (Eds.)

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About this book

This book constitutes the thoroughly refereed proceedings of the First IEEE Colombian Conference, ColCACI 2018, held in Medellin, Colombia, in May 2018. The 17 full papers presented were carefully reviewed and selected from 60 submissions. The papers are organized in topical sections on artificial neural networks; computational intelligence; computer science.

Table of contents (17 chapters)

Table of contents (17 chapters)
  • Spatial and Temporal Feature Extraction Using a Restricted Boltzmann Machine Model

    Pages 3-13

    Hernandez, Jefferson (et al.)

  • Application of Transfer Learning for Object Recognition Using Convolutional Neural Networks

    Pages 14-25

    López Sotelo, Jesús Alfonso (et al.)

  • SOM-Like Neural Network and Differential Evolution for Multi-level Image Segmentation and Classification in Slit-Lamp Images

    Pages 26-37

    Morales-Lopez, Hans Israel (et al.)

  • Implementation of a Neural Control System Based on PI Control for a Non-linear Process

    Pages 38-49

    Sendoya-Losada, Diego F. (et al.)

  • Filter Banks as Proposal in Electrical Motors Fault Discrimination

    Pages 50-62

    Bulla, Jhonattan (et al.)

Buy this book

eBook $64.99
price for USA in USD
  • ISBN 978-3-030-03023-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Computational Intelligence
Book Subtitle
First IEEE Colombian Conference, ColCACI 2018, Medellín, Colombia, May 16-18, 2018, Revised Selected Papers
Editors
  • Orjuela-Cañon Alvaro David
  • Juan Carlos Figueroa-García
  • Julián David Arias-Londoño
Series Title
Communications in Computer and Information Science
Series Volume
833
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-03023-0
DOI
10.1007/978-3-030-03023-0
Softcover ISBN
978-3-030-03022-3
Series ISSN
1865-0929
Edition Number
1
Number of Pages
XII, 217
Number of Illustrations
38 b/w illustrations, 76 illustrations in colour
Topics

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