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Applied Computer Sciences in Engineering

9th Workshop on Engineering Applications, WEA 2022, Bogotá, Colombia, November 30 – December 2, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Juan Carlos Figueroa-García

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

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  2. Carlos Franco

    1. Universidad del Rosario, Bogotá, Colombia

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  3. Yesid Díaz-Gutierrez

    1. Universidad de La Salle, Bogotá, Colombia

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  4. Germán Hernández-Pérez

    1. National University of Colombia, Bogotá, Colombia

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1685)

Included in the following conference series:

Conference proceedings info: WEA 2022.

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Table of contents (40 papers)

  1. Front Matter

    Pages i-xiii
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  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
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    2. Comparison of Higher-Order Approximations to Solve Dynamical Systems Using Interval Constraint Solving

      • Angel F. Garcia Contreras, Martine Ceberio
      Pages 3-18

    3. Globally Explainable AutoML Evolved Models of Corporate Credit Risk

      • Miguel Rodríguez, Diego Leon, Edwin Lopez, German Hernandez
      Pages 19-30

    4. Bioactivity Predictors for the Inhibition of Staphylococcus Aureus Quinolone Resistance Protein

      • Michael Stiven Ramirez Campos, David Alejandro Galeano López, Jorman Arbey Castro Rivera, Diana C. Rodriguez, Oscar J. Perdomo, Alvaro David Orjuela-Cañon
      Pages 31-40

    5. Comparison of Named Entity Recognition Methods on Real-World and Highly Imbalanced Business Document Datasets

      • S. A. Moreno-Acevedo, D. Escobar-Grisales, J. C. Vásquez-Correa, J. R. Orozco-Arroyave
      Pages 41-53

    6. Colombian Dialect Recognition from Call-Center Conversations Using Fusion Strategies

      • D. Escobar-Grisales, C. D. Rios-Urrego, J. D. Gallo-Aristizabal, D. A. López-Santander, N. R. Calvo-Ariza, Elmar Nöth et al.
      Pages 54-65

    7. Risk Automatic Prediction for Social Economy Companies Using Camels

      • Joseph Gallego-Mejia, Daniela Martin-Vega, Fabio A. Gonzalez
      Pages 66-76

    8. Energy Performance Clustering and Data Visualization for Solar-Wind Hybrid Energy Systems

      • Harrynson Ramirez-Murillo, Fabian Salazar-Caceres, Martha P. Camargo-Martinez, Alvaro A. Patiño-Forero, Francy J. Mendez-Casallas
      Pages 77-89

    9. Classification of Fruits Using Machine Vision and Collaborative Robotics

      • Juan Contreras, Santiago Florez
      Pages 90-100

    10. Artificial Intelligence for Prevention of Breast Cancer

      • Diana Lancheros-Cuesta, Juan Camilo Bustos, Nicolas Rubiano, Antonio Tumialan
      Pages 101-108

    11. Predictive Method Proposal for a Manufacturing System with Industry 4.0 Technologies

      • Santiago Aguirre, Lina Zuñiga, Michael Arias
      Pages 109-121

    12. Artificial Intelligence Methods to Solve Energy Transmission Problems Through Data Analysis from Different Data Sources

      • Juan Carlos Carreño, Adriana Marcela Vega, Alvaro Espinel
      Pages 122-136

    13. A Knowledge-Based Expert System for Risk Management in Health Audit Projects

      • Camilo Alejandro Bustos Téllez, Eduyn Ramiro López Santana
      Pages 137-149

    14. Effect of Speckle Filtering in the Performance of Segmentation of Ultrasound Images Using CNNs

      • Caleb D. Romero-Mercado, Sonia H. Contreras-Ortiz, Andres G. Marrugo
      Pages 150-159

    15. Multivariate Financial Time Series Forecasting with Deep Learning

      • Sebastián Martelo, Diego León, German Hernandez
      Pages 160-169

  3. Optimization

    1. Front Matter

      Pages 171-171
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    2. The Notion of the Quasicentral Path in Linear Programming

      • Miguel Argáez, Osvaldo Mendez, Leticia Velázquez
      Pages 173-184

    3. P-Median Equivalence and Partitioning in Logistics Problems

      • María Beatriz Bernábe Loranca, Rogelio González Velázquez, Erika Granillo Martínez, Carmen Cerón Garnica, Alberto Carrillo Canán
      Pages 185-197

    4. A Hybrid Algorithm Based on Ant Colony System for Flexible Job Shop

      • William Torres-Tapia, Jairo R. Montoya-Torres, José Ruiz-Meza
      Pages 198-209
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About this book

This book constitutes the proceedings of the 9th Workshop on Engineering Applications on Applied Computer Sciences in Engineering, WEA 2022, which took place in Bogotá, Colombia, in November/December 2022. 

The 39 papers presented in this volume were carefully reviewed and selected from 143 submissions. They were organized in topical sections as follows: Artificial Intelligence; Optimization; Simulation; and Applications.

Editors and Affiliations

  • Universidad Distrital Francisco José de Caldas, Bogotá, Colombia

    Juan Carlos Figueroa-García

  • Universidad del Rosario, Bogotá, Colombia

    Carlos Franco

  • Universidad de La Salle, Bogotá, Colombia

    Yesid Díaz-Gutierrez

  • National University of Colombia, Bogotá, Colombia

    Germán Hernández-Pérez

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