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Applications of Computational Intelligence

Second IEEE Colombian Conference, ColCACI 2019, Barranquilla, Colombia, June 5-7, 2019, Revised Selected Papers

  • Alvaro David Orjuela-Cañón
  • Juan Carlos Figueroa-García
  • Julián David Arias-Londoño
Conference proceedings ColCACI 2019

Part of the Communications in Computer and Information Science book series (CCIS, volume 1096)

Table of contents

  1. Front Matter
    Pages i-xiii
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  2. Video Processing

    1. Front Matter
      Pages 1-1
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    2. SVM and SSD for Classification of Mobility Actors on the Edge
      Andrés Heredia, Gabriel Barros-Gavilanes
      Pages 3-15
    3. Framework Comparison of Neural Networks for Automated Counting of Vehicles and Pedestrians
      Galo Lalangui, Jorge Cordero, Omar Ruiz-Vivanco, Luis Barba-Guamán, Jessica Guerrero, Fátima Farías et al.
      Pages 16-28
    4. Retail Traffic-Flow Analysis Using a Fast Multi-object Detection and Tracking System
      Richard Cobos, Jefferson Hernandez, Andres G. Abad
      Pages 29-39
    5. Accelerating Video Processing Inside Embedded Devices to Count Mobility Actors
      Andrés Heredia, Gabriel Barros-Gavilanes
      Pages 40-51

  3. Biomedical Systems

    1. Front Matter
      Pages 53-53
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    2. Influences of the Trained State Model into the Decoding of Elbow Motion Using Kalman Filter
      E. Y. Veslin, M. S. Dutra, L. Bevilacqua, L. S. C. Raptopoulos, W. S. Andrade, J. G. M. Soares
      Pages 55-68
    3. Building Dengue Sensors for Brazil Using a Social Network and Text Mining
      Josimar Edinson Chire Saire
      Pages 69-77
    4. Prediction of Diabetic Patient Readmission Using Machine Learning
      Juan Camilo Ramírez, David Herrera
      Pages 78-88
    5. A Computational Model for Distance Perception Based on Visual Attention Redeployment in Locomotor Infants
      Liz A. Jaramillo–Henao, Adrián A. Vélez–Aristizábal, Jaime E. Arango–Castro
      Pages 89-102
    6. DCGAN Model Used to Generate Body Gestures on a Human-Humanoid Interaction System
      Francisco J. González, Andres Perez-Uribe, Hector F. Satizábal, Jesús A. López
      Pages 103-115
    7. Social Impact Assessment on a Mining Project in Peru Using the Grey Clustering Method and the Entropy-Weight Method
      Alexi Delgado, Chiara Carbajal, H. Reyes, I. Romero
      Pages 116-128

  4. Image Processing

    1. Front Matter
      Pages 129-129
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    2. Classification of Satellite Images Using Rp Fuzzy C Means
      Luis Mantilla
      Pages 131-142
    3. A Feature Extraction Method Based on Convolutional Autoencoder for Plant Leaves Classification
      Mery M. Paco Ramos, Vanessa M. Paco Ramos, Arnold Loaiza Fabian, Erbert F. Osco Mamani
      Pages 143-154
    4. Acquisition System Based in a Low-Cost Optical Architecture with Single Pixel Measurements and RGB Side Information for UAV Imagery
      Arnold Guarin, Homero Ortega, Hans Garcia
      Pages 155-167
    5. Integration of an Adaptive Cellular Automaton and a Cellular Neural Network for the Impulsive Noise Suppression and Edge Detection in Digital Images
      Karen Angulo, Danilo Gil, Helbert Espitia
      Pages 168-181
    6. Sweet Citrus Fruit Detection in Thermal Images Using Fuzzy Image Processing
      Ingrid Lorena Argote Pedraza, John Faber Archila Diaz, Renan Moreira Pinto, Marcelo Becker, Mario Luiz Tronco
      Pages 182-193

  5. Miscellaneous

    1. Front Matter
      Pages 195-195
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    2. Bayesian Inference for Training of Long Short Term Memory Models in Chaotic Time Series Forecasting
      Cristian Rodríguez Rivero, Julián Pucheta, Daniel Patiño, Jose Luis Puglisi, Paula Otaño, Leonardo Franco et al.
      Pages 197-208
    3. Entropy and PCA Analysis for Environments Associated to Q-Learning for Path Finding
      Manuel Garcia-Quijada, Efren Gorrostieta-Hurtado, Jose Emilio Vargas-Soto, Manuel Toledano-Ayala
      Pages 209-222
    4. Fail Detection in WfM/BPM Systems from Event Log Sequences Using HMM-Type Models
      Johnnatan Jaramillo, Julián D. Arias-Londoño
      Pages 223-234
    5. Solar Spots Classification Using Pre-processing and Deep Learning Image Techniques
      Thiago O. Camargo, Sthefanie Monica Premebida, Denise Pechebovicz, Vinicios R. Soares, Marcella Martins, Virginia Baroncini et al.
      Pages 235-246
    6. Heuristic Method for Optimal Deployment of Electric Vehicle Charge Stations Using Linear Programming
      Miguel Campaña, Esteban Inga
      Pages 247-258
    7. Fuzzy Classification of Industrial Data for Supervision of a Dewatering Machine: Implementation Details and Results
      Carlos M. Sánchez M, Henry O. Sarmiento M
      Pages 259-271
  6. Back Matter
    Pages 273-274
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About these proceedings

Introduction

This book constitutes the thoroughly refereed proceedings of the Second IEEE Colombian Conference, ColCACI 2019, held in Barranquilla, Colombia, in June 2019. 

The 21 full papers presented were carefully reviewed and selected from 59 submissions. The papers cover such topics as video processing; biomedical systems; image processing, etc. 

Keywords

artificial intelligence computer hardware computer systems computer vision education engineering image analysis image processing learning machine learning mathematics neural networks pattern recognition signal processing

Editors and affiliations

  1. 1.Universidad del RosarioBogotáColombia
  2. 2.Universidad Distrital Francisco José de CaldasBogotáColombia
  3. 3.Universidad de AntioquiaMedellínColombia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-36211-9
  • Copyright Information Springer Nature Switzerland AG 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-36210-2
  • Online ISBN 978-3-030-36211-9
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site