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Applications of Computational Intelligence

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

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Alvaro David Orjuela-Cañón

    1. Universidad Antonio Nariño, Bogotá, Colombia

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  2. Juan Carlos Figueroa-García

    1. Universidad Distrital Francisco José de Caldas, Bogota, Colombia

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    You can also search for this editor in PubMed   Google Scholar

  3. Julián David Arias-Londoño

    1. Universidad de Antioquia, Medellín, Colombia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 833)

Included in the following conference series:

Conference proceedings info: ColCACI 2018.

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Table of contents (17 papers)

  1. Front Matter

    Pages I-XII
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  2. Artificial Neural Networks

    1. Front Matter

      Pages 1-1
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    2. Spatial and Temporal Feature Extraction Using a Restricted Boltzmann Machine Model

      • Jefferson Hernandez, Andres G. Abad
      Pages 3-13

    3. Application of Transfer Learning for Object Recognition Using Convolutional Neural Networks

      • Jesús Alfonso López Sotelo, Nicolás Díaz Salazar, Gustavo Andres Salazar Gomez
      Pages 14-25

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

      • Hans Israel Morales-Lopez, Israel Cruz-Vega, Juan Manuel Ramirez-Cortes, Hayde Peregrina-Barreto, Jose Rangel-Magdaleno
      Pages 26-37

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

      • Diego F. Sendoya-Losada, Diana C. Vargas-Duque, Ingrid J. Ávila-Plazas
      Pages 38-49

    6. Filter Banks as Proposal in Electrical Motors Fault Discrimination

      • Jhonattan Bulla, Alvaro David Orjuela-Cañón, Oscar D. Flórez
      Pages 50-62

    7. Discrimination of Nonlinear Loads in Electric Energy Generation Systems Using Harmonic Information

      • Juan de Dios Fuentes Velandia, Alvaro David Orjuela-Cañón, Héctor Iván Tangarife Escobar
      Pages 63-74

    8. A Systematic Literature Review of Hardware Neural Networks

      • Dorfell Parra, Carlos Camargo
      Pages 75-86

  3. Computational Intelligence

    1. Front Matter

      Pages 87-87
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    2. On Computing the Variance of a Fuzzy Number

      • Juan Carlos Figueroa-García, Miguel Alberto Melgarejo-Rey, José Jairo Soriano-Mendez
      Pages 89-98

    3. eHealth Services Based on Monte Carlo Algorithms to Anticipate and Lessen the Progress of Type-2 Diabetes

      • Huber Nieto-Chaupis
      Pages 99-110

    4. Predicting Student Drop-Out Rates Using Data Mining Techniques: A Case Study

      • Boris Pérez, Camilo Castellanos, Darío Correal
      Pages 111-125

    5. Comparison of Evolutionary Algorithms for Estimation of Parameters of the Equivalent Circuit of an AC Motor

      • Guillermo A. Ramos, Jesus A. Lopez
      Pages 126-136

    6. Cost-Balance Setting of MapReduce and Spark-Based Architectures for SVM

      • Mario Alberto Giraldo Londoño, John Freddy Duitama, Julián David Arias-Londoño
      Pages 137-149
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  1. Applications of Computational Intelligence

Keywords

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.

Editors and Affiliations

  • Universidad Antonio Nariño, Bogotá, Colombia

    Alvaro David Orjuela-Cañón

  • Universidad Distrital Francisco José de Caldas, Bogota, Colombia

    Juan Carlos Figueroa-García

  • Universidad de Antioquia, Medellín, Colombia

    Julián David Arias-Londoño

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: Alvaro David Orjuela-Cañón, Juan Carlos Figueroa-García, Julián David Arias-Londoño

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-3-030-03023-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2018

  • Softcover ISBN: 978-3-030-03022-3Published: 19 January 2019

  • eBook ISBN: 978-3-030-03023-0Published: 13 December 2018

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XII, 217

  • Number of Illustrations: 38 b/w illustrations, 76 illustrations in colour

  • Topics: Artificial Intelligence

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