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Applications of Computational Intelligence

6th IEEE Colombian Conference, ColCACI 2023, Bogota, Colombia, July 26-28, 2023, Revised Selected Papers

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Alvaro David Orjuela-Cañón

    1. School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia

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  2. Jesus A Lopez

    1. Automatics and Electronics Department, Universidad Autónoma de Occidente, Cali, Colombia

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    You can also search for this editor in PubMed   Google Scholar

  3. Julián David Arias-Londoño

    1. Universidad Politécnica de Madrid, Madrid, Spain

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1865)

Included in the following conference series:

Conference proceedings info: ColCACI 2023.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-x
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  2. Biomedical Applications

    1. Front Matter

      Pages 1-1
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    2. A Transfer Learning Scheme for COVID-19 Diagnosis from Chest X-Ray Images Using Gradient-Weighted Class Activation Mapping

      • Ricardo Araguillin, Diego Maldonado, Felipe Grijalva, Diego S. Benítez, Noel Pérez-Pérez
      Pages 3-18

    3. On the Comparison of Multilayer Perceptron and Extreme Learning Machine for Pedaling Recognition Using EEG

      • Cristian Felipe Blanco-Díaz, Cristian David Guerrero-Mendez, Teodiano Bastos-Filho, Andrés Felipe Ruiz-Olaya, Sebastián Jaramillo-Isaza
      Pages 19-29

    4. Self-supervised Deep-Learning Segmentation of Corneal Endothelium Specular Microscopy Images

      • Sergio Sanchez, Kevin Mendoza, Fernando Quintero, Angelica M. Prada, Alejandro Tello, Virgilio Galvis et al.
      Pages 30-42

    5. Tuberculosis Drug Discovery Estimation Process by Using Machine and Deep Learning Models

      • Michael S. Ramirez Campos, Diana C. Rodríguez, Alvaro D. Orjuela-Cañón
      Pages 43-53

  3. Biological Applications

    1. Front Matter

      Pages 55-55
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    2. A Robust Hybrid Control Approach Tuned by PSO for Long-Time Delay Nonlinear Chemical Processes

      • Marco Herrera, Diego S. Benıtez, Noel Pérez-Pérez, Antonio Di Teodoro, Oscar Camacho
      Pages 57-71

    3. Feature Selection of the Spectral Signature of Cocoa Bean Based on Visible and Near-Infrared Spectroscopy for Cadmium Estimation

      • César Cruz, Eduardo Grados, Gerson La Rosa, Juan Valdiviezo, Juan Soto
      Pages 72-83

    4. On the Use of Deep Learning Models for Automatic Animal Classification of Native Species in the Amazon

      • María-José Zurita, Daniel Riofrío, Noel Pérez-Pérez, David Romo, Diego S. Benítez, Ricardo Flores Moyano et al.
      Pages 84-103

  4. Engineering Applications

    1. Front Matter

      Pages 105-105
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    2. Intra-day Electricity Price Forecasting Based on a Time2Vec-LSTM Model

      • Sergio Cantillo-Luna, Ricardo Moreno-Chuquen, Jesus Lopez-Sotelo
      Pages 107-121

    3. Radio Frequency Pattern Matching - Subscriber Location in 5G Networks

      • René Játiva E., Oliver Caisaluisa, Katty Beltrán, Martín Gavilánez
      Pages 122-137

    4. Robotic Arm Based on Artificial Intelligence for Learning Braille as an Inclusive Tool in Educational Environments

      • Santiago S. Puentes G., Maria C. Moreno, Brayan Daniel Sarmiento, Oscar J. Suarez
      Pages 138-153

    5. Spatial Shrinkage Prior: A Probabilistic Approach to Model for Categorical Variables with Many Levels

      • Danna Cruz-Reyes
      Pages 154-170

  5. Back Matter

    Pages 171-174
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Other volumes

  1. Applications of Computational Intelligence

Keywords

About this book

​This book constitutes the refereed proceedings of the 6th IEEE Colombian Conference on Applications of Computational Intelligence, ColCACI 2023, held in Bogota, Colombia during July 2023.



A total of 11 full papers were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: ​Biomedical Applications, Biological Applications, Engineering Applications. 

 




Editors and Affiliations

  • School of Medicine and Health Sciences, Universidad del Rosario, Bogotá, Colombia

    Alvaro David Orjuela-Cañón

  • Automatics and Electronics Department, Universidad Autónoma de Occidente, Cali, Colombia

    Jesus A Lopez

  • Universidad Politécnica de Madrid, Madrid, Spain

    Julián David Arias-Londoño

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