Applications of Computational Intelligence

1. Front Matter

   Pages I-XII

   PDF

2. Artificial Neural Networks

   1. Front Matter

      Pages 1-1

      PDF

   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

      PDF

   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

4. Computer Science

   1. Front Matter

      Pages 151-151

      PDF

   2. Nonlinear Methodologies for Climate Studies in the Peruvian Northeast Coast

      • Huber Nieto-Chaupis

      Pages 153-164

   3. Spectral Image Fusion for Increasing the Spatio-Spectral Resolution Through Side Information

      • Andrés Jerez, Hans Garcia, Henry Arguello

      Pages 165-176

   4. Evaluation of a Modified Current Selective Harmonic Elimination Technique Applied in Low Voltage Power Systems

      • Paola Beltran, Fabian Martínez López, Oscar Flórez Cediel

      Pages 177-186

   5. About the Effectiveness of Teleconsults to Evaluate the Progress of Type-2 Diabetes and Depression

      • Huber Nieto-Chaupis

      Pages 187-199

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.

• artifical intelligence
• machine learning
• computer systems
• information systems
• image processing
• computer vision

• 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

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