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Technologies and Innovation

10th International Conference, CITI 2024, Guayaquil, Ecuador, November 11–14, 2024, Proceedings

  • Conference proceedings
  • © 2025

Overview

Editors:
  1. Rafael Valencia-García

    1. Universidad de Murcia, Murcia, Spain

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  2. Tamara Borodulina

    1. Universidad Agraria del Ecuador, Guayaquil, Ecuador

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  3. Javier Del Cioppo-Morstadt

    1. Universidad Agraria del Ecuador, Guayaquil, Ecuador

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  4. Cesar Ernesto Moran-Castro

    1. Universidad Agraria del Ecuador, Guayaquil, Ecuador

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  5. Néstor Vera-Lucio

    1. Universidad Agraria del Ecuador, Guayaquil, Ecuador

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 2276)

Included in the following conference series:

Conference proceedings info: CITI 2024.

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About this book

This book constitutes the refereed proceedings of the 10th International Conference on Technologies and Innovation, CITI  2024, held in Guayaquil, Ecuador, during November 2024.

The 15 full papers presented in this volume were carefully reviewed and selected from 38 submissions. These papers have been organized under the following topical sections:  Artificial intelligence in Agriculture; Natural language processing and semantic web; Machine learning; Software tools.

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Table of contents (15 papers)

  1. Front Matter

    Pages i-xii
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  2. Artificial Intelligence in Agriculture

    1. Front Matter

      Pages 1-1
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    2. Morphological Defects Classification in Coffee Beans Based on Convolutional Neural Networks

      • Marcel Cevallos, Lucía Sandoval-Pillajo, Víctor Caranqui-Sánchez, Cosme Ortega-Bustamante, Marco Pusdá-Chulde, Iván García-Santillán
      Pages 3-15

    3. Multiclass Classification of Dry Bean Grains Using Machine Learning Techniques

      • Julian Coronel-Reyes, Carlota Delgado-Vera, Jenny Chavez-Urbina, Andrea Sinche-Guzmán
      Pages 16-27

    4. Towards Smart Agriculture: An Overview of Big Data in the Agricultural Industry

      • Manuel Ayala-Chauvin, Fátima Avilés-Castillo
      Pages 28-39

    5. Application of Prediction Algorithms in a Web System to Optimize Ornamental Fish Sales at Granlevein Farm, Churute

      • Carlota Delgado-Vera, Elke Yerovi Ricaurte, Vanessa Vergara-Lozano, Thayri Oña Reyes, Angie Zamora Pérez, Mónica Ruiz-Sanchez
      Pages 40-50

    6. Web-Based System for the Diagnosis of Canine Diseases Using Data Mining Techniques

      • Maritza Aguirre-Munizaga, Fabrizio Carrasco, Fernando Aviles, Teresa Samaniego-Cobo, César Morán Castro
      Pages 51-61

  3. Natural Language Processing and Semantic Web

    1. Front Matter

      Pages 63-63
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    2. Language Technology-based Political Microtargeting Services

      • José Antonio García-Díaz, María José Marín-Pérez, Gema Alcaraz-Mármol, Ángela Almela, José Antonio Miñarro-Giménez, Francisco García-Sánchez
      Pages 65-80

    3. Automatic Generation of Summaries and Questions to Support the Reading Comprehension Process

      • Miriam Lizbeth Contreras-Arguello, Mario Andrés Paredes-Valverde, Aurelio Miguel Trinidad Vásquez, María del Pilar Salas-Zárate
      Pages 81-92

    4. PoliticPA 2024: Author Profiling Gender and Political Ideology of Politicians in Panama

      • Denis Cedeño-Moreno, Ronghao Pan, Miguel Vargas-Lombardo, José Antonio García-Díaz, Francisco García-Sánchez
      Pages 93-104

    5. Role of Semantic Technologies in Engineering Andragogy Ecosystem

      • Julia Rogushina, Anatoly Gladun, Olena Anishchenko, Serhii Pryima, Rafael Valencia-Garcia
      Pages 105-117

  4. Machine Learning

    1. Front Matter

      Pages 119-119
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    2. Identification of Diabetic Retinopathy from Retinography Images Using a Convolutional Neural Network

      • Francisco Ulloa, Lucía Sandoval-Pillajo, Pablo Landeta-López, Natalia Granda-Peñafiel, Marco Pusdá-Chulde, Iván García-Santillán
      Pages 121-136

    3. Microservices Architecture to Improve the Performance of Machine Learning Applications in eHealth

      • Huriviades Calderón-Gómez, Luis Mendoza-Pitti, José Manuel Gómez-Pulido, Miguel Vargas-Lombardo
      Pages 137-153

    4. Applying Data Science and Machine Learning for Predictive Analytics in Organizational Decision-Making

      • Vanessa Vergara-Lozano, Katty Lagos-Ortiz, Andrea Sinche, José Medina-Moreira, Christian Rochina García
      Pages 154-166

    5. Detection of Scoliosis in X-Ray Images Using a Convolutional Neural Network

      • Fausto Salazar-Fierro, Carlos Cumbal, Diego Trejo-España, Cayo León-Fernández, Marco Pusdá-Chulde, Iván García-Santillán
      Pages 167-183

  5. Software Tools

    1. Front Matter

      Pages 185-185
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    2. Monitoring Software Tool to Prevent Data Leaks in a RESTful API

      • René Edmundo Cuevas Valencia, Arnulfo Catalán Villegas, Angelino Feliciano Morales, Carlos Álvarez Carmona
      Pages 187-199

    3. Evaluation of the Tool Visualization of Interaction Tracking in Collaborative Work in a Forum Activity in Moodle

      • Mitchell Vásquez-Bermúdez, Cecilia Sanz, María Alejandra Zangara, Jorge Hidalgo
      Pages 200-210
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Other volumes

  1. Technologies and Innovation

Editors and Affiliations

  • Universidad de Murcia, Murcia, Spain

    Rafael Valencia-García

  • Universidad Agraria del Ecuador, Guayaquil, Ecuador

    Tamara Borodulina, Javier Del Cioppo-Morstadt, Cesar Ernesto Moran-Castro, Néstor Vera-Lucio

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