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Information and Communication Technologies

9th Conference of Ecuador, TICEC 2021, Guayaquil, Ecuador, November 24–26, 2021, Proceedings

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Juan Pablo Salgado Guerrero

    1. Politecnica Salesiana University, Cuenca, Ecuador

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  2. Janneth Chicaiza Espinosa

    1. Universidad Técnica Particular de Loja, Loja, Ecuador

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  3. Mariela Cerrada Lozada

    1. Politecnica Salesiana University, Cuenca, Ecuador

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  4. Santiago Berrezueta-Guzman

    1. CEDIA, Cuenca, Ecuador

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1456)

Included in the following conference series:

Conference proceedings info: TICEC 2021.

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Table of contents (24 papers)

  1. Front Matter

    Pages i-xiii
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  2. Data Science

    1. Front Matter

      Pages 1-1
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    2. Estimation of Ordinary Differential Equations Solutions with Gaussian Processes and Polynomial Chaos Expansion

      • Naomi Cedeño, Saba Infante
      Pages 3-17

    3. Forecasting Energy Consumption in Residential Department Using Convolutional Neural Networks

      • Julio Barzola-Monteses, Marcos Guerrero, Franklin Parrales-Bravo, Mayken Espinoza-Andaluz
      Pages 18-30

    4. Estimation of the State Space Models: An Application in Macroeconomic Series of Ecuador

      • Henry Bautista Vega, Saba Infante, Isidro R. Amaro
      Pages 31-45

    5. Financial Time Series Forecasting Applying Deep Learning Algorithms

      • Erik Solís, Sherald Noboa, Erick Cuenca
      Pages 46-60

    6. Detection of Space and Time Patterns in the ECU 911 Integrated Security System Using Data Mining Techniques

      • Gustavo Chacón-Encalada, Lorena Jaramillo-Mediavilla, Wilson Rivera-Montesdeoca, Luis Suárez-Zambrano, Iván García-Santillán
      Pages 61-74

    7. VitaApp: Augmentative and Alternative Communication System Aimed at Older Adults

      • Priscila Cedillo, Christian Collaguazo-Malla, William Sánchez, Paúl Cárdenas-Delgado, Daniela Prado-Cabrera
      Pages 75-86

    8. A Methodological Framework for Creating Large-Scale Corpus for Natural Language Processing Models

      • David Santos, Andrés Auquilla, Lorena Siguenza-Guzman, Mario Peña
      Pages 87-100

  3. ICT’s Applications

    1. Front Matter

      Pages 101-101
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    2. Tourism Analysis in Ecuador Through Airbnb

      • Ester Melo, Daniel Arroyo, Manuel Lecaro, Alex Macas
      Pages 103-114

    3. Satisfaction with Information for Health Care and Prevention of Medical Fake News on Facebook During the COVID-19 Pandemic in Peru

      • Yuliana Mercedes De La Cruz-Ramirez, Augusto Felix Olaza-Maguiña, Nadezhda Tarcila De La Cruz-Ramirez
      Pages 115-126

    4. Natural Language to Facilitate the Analysis of Statistical Evaluation of Educational Digital Games

      • Nayeth Solórzano Alcívar, Robert Zambrano Loor, Diego Carrera Gallego
      Pages 127-141

    5. GIS for Decision-Making on the Gentrification Phenomenon in Strategic Territorial Planning

      • Jacinto Palma Zambrano, Tania Calle-Jimenez, Boris Orellana-Alvear
      Pages 142-156

    6. An Offline Educational Resources Access System for the Galapagos Islands

      • Darío Valarezo, Gabriela Mendieta, Byron Maza, Manuel Quiñones-Cuenca, Marco Morocho
      Pages 157-171

    7. Hyperparameter Tuning over an Attention Model for Image Captioning

      • Roberto Castro, Israel Pineda, Manuel Eugenio Morocho-Cayamcela
      Pages 172-183

    8. Quality Model for CloudIot Applied in Ambient Assisted Living (AAL)

      • María Caridad Cáceres, Daniel Peralta, Alexandra Bermeo, Cristina Sánchez-Zhunio, Priscila Cedillo
      Pages 184-198

  4. Industry 4.0

    1. Front Matter

      Pages 199-199
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    2. Design of an Electronic System for the Exploration of Agricultural Parameters in Solanum Lycopersicum Germination

      • Iván A. Cordero, Hugo M. Torres, Francisco D. Salgado
      Pages 201-224

    3. Users Segmentation Based on Google Analytics Income Using K-Means

      • Alexandra La Cruz, Erika Severeyn, Roberto Matute, Juan Estrada
      Pages 225-235
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  1. Information and Communication Technologies

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About this book

This book constitutes refereed proceedings of the 9th Conference on Information and Communication Technologies of Ecuador, TICEC 2021, held at the Universidad Politécnica Salesiana (UPS) campus in November 2021. The conference was organized in hybrid mode.

The 24 full papers were carefully reviewed and selected from 126 qualified submissions. The papers cover a great variety of topics, such as data mining, neural networks, cyberphysical systems, telemedicine, traffic simulation, geospatial information, human–machine interaction, cloud computing, and others. The contributions are divided into the following thematic blocks: ​Data Science, ICT´s Applications, Industry 4.0, Technology and Environment, Biomedical Sensors and Wearables Systems. 

Editors and Affiliations

  • Politecnica Salesiana University, Cuenca, Ecuador

    Juan Pablo Salgado Guerrero, Mariela Cerrada Lozada

  • Universidad Técnica Particular de Loja, Loja, Ecuador

    Janneth Chicaiza Espinosa

  • CEDIA, Cuenca, Ecuador

    Santiago Berrezueta-Guzman

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