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Information and Communication Technologies

11th Ecuadorian Conference, TICEC 2023, Cuenca, Ecuador, October 18–20, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Jorge Maldonado-Mahauad

    1. Universidad de Cuenca, Cuenca, Ecuador

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  2. Jorge Herrera-Tapia

    1. Universidad Laica Eloy Alfaro de Manabí, Manta, Ecuador

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  3. Jorge Luis Zambrano-Martínez

    1. Universidad del Azuay, Cuenca, Ecuador

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  4. Santiago Berrezueta

    1. CEDIA, Cuenca, Ecuador

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1885)

Included in the following conference series:

Conference proceedings info: TICEC 2023.

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About this book

This book constitutes the proceedings of the 11th Ecuadorian Conference on Information and Communication Technologies, TICEC 2023, held in Cuenca, Ecuador, during October 18–20, 2023.


The 31 full papers presented were carefully reviewed and selected from 120 submissions. The papers cover a great variety of topics, such as internet of things, cyber-physical systems, human-machine interface, artificial Intelligence, e-Learning, smart healthcare, smart healthcare and others. 


The papers are organized in the following topical sections: data science and machine learning; ICTs and their applications; and software development.

Keywords

Table of contents (31 papers)

  1. Front Matter

    Pages i-xvi
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  2. Data Science and Machine Learning

    1. Front Matter

      Pages 1-1
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    2. Uncovering the Effects of the Russia-Ukraine Conflict on Cryptocurrencies: A Data-Driven Analysis with Clustering and Biplot Techniques

      • Leo Ramos, Mike Bermeo, Isidro R. Amaro
      Pages 3-21

    3. Human Trafficking in Social Networks: A Review of Machine Learning Techniques

      • Mike Bermeo, Silvana Escobar, Erick Cuenca
      Pages 22-36

    4. Exploring the Performance of Deep Learning in High-Energy Physics

      • Daniela Merizalde, José Ochoa, Xavier Tintin, Edgar Carrera, Diana Martinez, David Mena
      Pages 37-51

    5. Human Actions Recognition System Based on Neural Networks

      • Juan Brito, Rigoberto Fonseca-Delgado
      Pages 52-67

    6. Big Data Architecture for Air Pollution Spatial Visualization: Quito, Ecuador

      • Gabriela Mora-Villacís, Tania Calle-Jimenez
      Pages 68-82

    7. The Role of Twitter in Media Coverage during Humanitarian Crises. Data mining from International News Agencies

      • Angel Torres-Toukoumidis, Sofia E. Calle-Pesántez, Santiago Castro, Jorge Galán-Mena
      Pages 83-94

    8. Applied Metaheuristics in International Trading: A Systematic Review

      • Esteban Crespo-Martínez, Luis Tonon-Ordóñez, Marcos Orellana, Juan Fernando Lima
      Pages 95-112

    9. Finding an Integrated Ultraviolet Radiation Index Using Fuzzy Logic Techniques

      • Juan Pablo Huricocha Piedra, Marcos Orellana, Priscila Cedillo, Jorge Luis Zambrano-Martinez, Juan-Fernando Lima
      Pages 113-127

    10. Forecasting the Consumer Price Index of Ecuador Using Classical and Advanced Time Series Models

      • Juan Riofrio, Saba Infante, Aracelis Hernández
      Pages 128-144

    11. Forecasting \(\text {PM}_{2.5}\) Concentrations in Ambient Air Using a Transformer Based Neural Network

      • Jorge L. Charco, César Espín-Riofrio, Angela Yanza-Montalvan, Angélica Cruz-Chóez, Andrés Quevedo-Sacoto
      Pages 145-159

    12. Machine Learning Applied to the Analysis of Glacier Masses

      • Harvey Marin-Calispa, Erick Cuenca, Diego Morales-Navarrete, Ruben Basantes
      Pages 160-174

    13. Profit vs Accuracy: Balancing the Impact on Users Introduced by Profit-Aware Recommender Systems

      • Juan Riofrío, Lorena Recalde, Rosa Navarrete
      Pages 175-192

    14. Augmenting Data with DCGANs to Improve Skin Lesions Classification

      • Claudia Moncada, Fabricio Crespo, Anthony Crespo, Rigoberto Fonseca-Delgado
      Pages 193-206

    15. Unraveling the Power of 4D Residual Blocks and Transfer Learning in Violence Detection

      • Mike Bermeo, Manuel Eugenio Morocho-Cayamcela, Erick Cuenca
      Pages 207-219

  3. ICTs and their Applications

    1. Front Matter

      Pages 221-221
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    2. Brainwaves Communication System for People with Reduced Mobility and Verbal Impairment

      • Eduardo Carabalí Farinango, Javier Rojas Urbano
      Pages 223-233

    3. Advanced Metrics to Evaluate Autistic Children’s Attention and Emotions from Facial Characteristics Using a Human-Robot-Game Interface

      • Dennys Paillacho Chiluiza, Nayeth Solórzano Alcívar, Michael Arce Sierra, Edwin Eras, María Fernanda Plúas
      Pages 234-247

    4. Performance Analysis of You Only Look Once, RetinaNet, and Single Shot Detector Applied to Vehicle Detection and Counting

      • Iván Andrés Buitrón, Sang Guun Yoo
      Pages 248-262
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Other volumes

  1. Information and Communication Technologies

Editors and Affiliations

  • Universidad de Cuenca, Cuenca, Ecuador

    Jorge Maldonado-Mahauad

  • Universidad Laica Eloy Alfaro de Manabí, Manta, Ecuador

    Jorge Herrera-Tapia

  • Universidad del Azuay, Cuenca, Ecuador

    Jorge Luis Zambrano-Martínez

  • CEDIA, Cuenca, Ecuador

    Santiago Berrezueta

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